<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD 2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">EXCLI J</journal-id>
      <journal-title>EXCLI Journal</journal-title>
      <issn pub-type="epub">1611-2156</issn>
      <publisher>
        <publisher-name>Leibniz Research Centre for Working Environment and Human Factors</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">2021-3815</article-id>
      <article-id pub-id-type="doi">10.17179/excli2021-3815</article-id>
      <article-id pub-id-type="pii">Doc1096</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Review article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The association between epicardial adipose tissue and non-alcoholic fatty liver disease: A systematic review of existing human studies</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Emamat</surname>
            <given-names>Hadi</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Tangestani</surname>
            <given-names>Hadith</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Behrad Nasab</surname>
            <given-names>Mojgan</given-names>
          </name>
          <xref ref-type="aff" rid="A3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ghalandari</surname>
            <given-names>Hamid</given-names>
          </name>
          <xref ref-type="aff" rid="A4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hekmatdoost</surname>
            <given-names>Azita</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-1944-0052</uri>
          <xref ref-type="corresp" rid="COR1">&#x0002a;</xref>
          <xref ref-type="aff" rid="A5">5</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>Student Research Committee, Department of Clinical Nutrition and Dietetics, Faculty of Nutrition Sciences and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran</aff>
      <aff id="A2">
        <label>2</label>Department of Nutrition, Faculty of Health and Nutrition, Bushehr University of Medical Sciences, Bushehr, Iran</aff>
      <aff id="A3">
        <label>3</label>Nutritionist, Emam Reza Hospital, AJA University of Medical Sciences, Tehran, Iran</aff>
      <aff id="A4">
        <label>4</label>Department of Clinical Nutrition, Faculty of Nutrition and Food Sciences, Shiraz University of Medical Sciences</aff>
      <aff id="A5">
        <label>5</label>Department of Clinical Nutrition and Dietetics, Faculty of Nutrition Sciences and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran</aff>
      <author-notes>
        <corresp id="COR1">*To whom correspondence should be addressed: Azita Hekmatdoost, Department of Clinical Nutrition and Dietetics, Faculty of Nutrition and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, No 7, West Arghavan St., Farahzadi Blvd., Zip Code:1981619573, P.O.Box: 19395-4741, Tehran, Iran; Tel: +98 21 22360658, Fax: +98 2122360657, E-mail: <email>a_hekmat2000@yahoo.com</email></corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>14</day>
        <month>06</month>
        <year>2021</year>
      </pub-date>
      <pub-date pub-type="collection">
        <year>2021</year>
      </pub-date>
      <volume>20</volume>
      <fpage>1096</fpage>
      <lpage>1105</lpage>
      <history>
        <date date-type="received">
          <day>26</day>
          <month>04</month>
          <year>2021</year>
        </date>
        <date date-type="accepted">
          <day>10</day>
          <month>06</month>
          <year>2021</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright &#xA9; 2021 Emamat et al.</copyright-statement>
        <copyright-year>2021</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
          <p>This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (http://creativecommons.org/licenses/by/4.0/) You are free to copy, distribute and transmit the work, provided the original author and source are credited.</p>
        </license>
      </permissions>
      <self-uri xlink:href="https://www.excli.de/vol20/excli2021-3815.pdf">This article is available from https://www.excli.de/vol20/excli2021-3815.pdf</self-uri>
      <abstract><p>The prevalence of non-alcoholic fatty liver disease (NAFLD) has significantly risen all around the world. Although visceral fat mass has been identified as an independent risk factor for NAFLD, the association of other ectopic fat depots, such as Epicardial adipose tissue (EAT), with the disease has not been fully elucidated. The aim of the current study was to systematically review all available human studies conducted on the associations between EAT and NAFLD. All human studies published in English, which examined the association between the thickness or the volume of EAT and the incidence of NAFLD were systematically searched on PubMed, Scopus, and Google Scholar search engines, from inception up to April 2021. Eighteen studies that met inclusion criteria were included in the final review. A total of 86 studies were found through searching the databases. After excluding duplicates, seventy six remained studies were scanned by title and abstract, out of which, 58 were excluded. Finally, eighteen articles (thirteen cross-sectional studies and five case-control studies) published between 2008 and 2021, were included in the review. According to the results of the reviewed articles, EAT was associated with the presence and progression of NAFLD. Furthermore, NAFLD patients with thicker EAT may need a more intensive hepatic follow-up. However, we suggest further investigation to find out the underlying mechanisms describing the observed association.</p></abstract>
      <kwd-group>
        <kwd>epicardial adipose tissue</kwd>
        <kwd>epicardial fat</kwd>
        <kwd>NAFLD</kwd>
        <kwd>non-alcoholic fatty liver disease</kwd>
        <kwd>visceral fat</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro">
      <title>Introduction</title><p>Epicardial adipose tissue (EAT) is a distinct type of ectopic visceral adipose tissue existing in considerable amounts around the sub-epicardial coronary arteries (Mazurek et al., 2003[<xref ref-type="bibr" rid="R26">26</xref>]; Nerlekar et al., 2020[<xref ref-type="bibr" rid="R29">29</xref>]). The EAT is located in a layer between the pericardium and the myocardium tissues surrounding the heart (Hirata et al., 2011[<xref ref-type="bibr" rid="R9">9</xref>]). It plays various metabolic, thermogenic, and mechanical (cardio-protective) roles in physiological terms (Iacobellis, 2015[<xref ref-type="bibr" rid="R10">10</xref>]). Increased cardiac visceral fat, particularly the EAT, has been proposed as a new cardio-metabolic risk factor (Iacobellis et al., 2005[<xref ref-type="bibr" rid="R13">13</xref>]), so that measuring its thickness or volume has been suggested as a reliable indicator of visceral adiposity and a potential tool for diagnosing people with metabolic syndrome (MS) (Iacobellis et al., 2003[<xref ref-type="bibr" rid="R11">11</xref>]; Iacobellis and Leonetti, 2005[<xref ref-type="bibr" rid="R14">14</xref>]).</p><p>The prevalence of non-alcoholic fatty liver disease (NAFLD) has grown worldwide, affecting up to 30 &#x25; of the general population (Dowman et al., 2010[<xref ref-type="bibr" rid="R6">6</xref>]). In recent years, the global growth of obesity and the consequent increase in diabetes have been associated with an increase in the prevalence of NAFLD (Younossi et al., 2018[<xref ref-type="bibr" rid="R44">44</xref>]). Although visceral fat mass has been identified as an independent risk factor for NAFLD (van der Poorten et al., 2008[<xref ref-type="bibr" rid="R41">41</xref>]; Perseghin, 2011[<xref ref-type="bibr" rid="R31">31</xref>]), the association of other ectopic fat depots, such as EAT, with this disease has not been fully elucidated. So far, several observational studies have been conducted in this field indicating a positive association between EAT and NAFLD (Fracanzani et al., 2016[<xref ref-type="bibr" rid="R7">7</xref>]; Kim et al., 2016[<xref ref-type="bibr" rid="R18">18</xref>]; Colak et al., 2012[<xref ref-type="bibr" rid="R5">5</xref>]); however, the results have not always been consistent (Psychari et al., 2016[<xref ref-type="bibr" rid="R33">33</xref>]).</p><p>The aim of the current study was to systematically review all available human studies on the associations between the EAT and NAFLD.</p></sec>
    <sec sec-type="materials|methods">
      <title>Material and Methods</title><sec><title>Data source and search strategy </title><p>This systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines (Moher et al., 2009[<xref ref-type="bibr" rid="R28">28</xref>]). Comprehensive search strategies were used to identify reports of human studies indexed in PubMed, Scopus, and Google Scholar search engines (from inception up to April 2021). The keywords were used to search studies relevant to our study objectives were: (&#x22;epicardial fat&#x22;&#x5B;tiab<sup>Note 1</sup>&#x5D; OR &#x22;epicardial adipose&#x22;&#x5B;tiab&#x5D;) AND (&#x22;fatty liver&#x22;&#x5B;Mesh&#x5D; OR &#x22;fatty liver&#x22;&#x5B;tiab&#x5D; OR NAFLD &#x5B;tiab&#x5D; OR NASH &#x5B;tiab&#x5D; OR steatosis&#x5B;tiab&#x5D; OR steatohepatitis&#x5B;tiab&#x5D; OR &#x22;hepatic triglyceride&#x22;&#x5B;tiab&#x5D;). Moreover, the reference lists of the obtained studies were manually verified to find more related studies.</p></sec><sec><title>Study selection</title><p>All human studies published in English investigating the association between EAT thickness or volume and the incidence of NAFLD were included. The condition in which the results of a study were reported in more than one article, the one reporting the most complete results was included in the review.</p><p>The following study patterns were excluded: 1) not original research (reviews, editorials, non-research letters); 2) case reports or case series; 3) ecologic studies; 4) cell-culture or experimental (animal) studies.</p><p>Two reviewers (H. E. and H. T.) independently screened the title and the abstracts of obtained studies to detect potentially eligible ones. A third reviewer (A. H.) made the final decision about any discrepancies raised between reviewers.</p></sec><sec><title>Data extraction and quality assessment </title><p>A data extraction of the following information was conducted: the first author&#x27;s name, publication year, study origin, study design, sample size, participants&#x27; age and gender, imaging system, EAT thickness or volume, and findings. The Newcastle-Ottawa scale was used to assess the quality of included studies. Selection of the study group (maximum 4 stars), quality of the adjustment for confounders (maximum 2 stars), and assessment of outcome (maximum 3 stars) were evaluated (Wells et al., 2008[<xref ref-type="bibr" rid="R42">42</xref>]).</p></sec></sec>
    <sec sec-type="results">
      <title>Results</title><sec><title>Search results and study selection </title><p>The flowchart diagram of the selection process is depicted in Figure 1<xref ref-type="fig" rid="F1">(Fig. 1)</xref>. Out of 86 articles, 10 were duplicates and were excluded. Overall, 76 studies were screened. A total of 58 articles were excluded because they did not meet the inclusion criteria. Finally, 18 articles (thirteen cross-sectional studies (Fracanzani et al., 2016[<xref ref-type="bibr" rid="R7">7</xref>]; Brouha et al., 2018[<xref ref-type="bibr" rid="R3">3</xref>]; Cho et al., 2017[<xref ref-type="bibr" rid="R4">4</xref>]; Kim et al., 2016[<xref ref-type="bibr" rid="R18">18</xref>]; Psychari et al., 2016[<xref ref-type="bibr" rid="R33">33</xref>]; Petta et al., 2015[<xref ref-type="bibr" rid="R32">32</xref>]; Gran&#xE9;r et al., 2015[<xref ref-type="bibr" rid="R8">8</xref>]; Topuz et al., 2014[<xref ref-type="bibr" rid="R39">39</xref>]; Turan, 2020[<xref ref-type="bibr" rid="R40">40</xref>]; Lai et al., 2012[<xref ref-type="bibr" rid="R19">19</xref>]; Ledda et al., 2021[<xref ref-type="bibr" rid="R21">21</xref>]; Iacobellis et al., 2008[<xref ref-type="bibr" rid="R15">15</xref>]; Meng et al., 2018[<xref ref-type="bibr" rid="R27">27</xref>]) and five case-control studies (Iacobellis et al., 2014[<xref ref-type="bibr" rid="R12">12</xref>], Colak et al., 2012[<xref ref-type="bibr" rid="R5">5</xref>], Yilmaz et al., 2011[<xref ref-type="bibr" rid="R43">43</xref>], Sunbul et al., 2014[<xref ref-type="bibr" rid="R37">37</xref>], O&#x11F;uz et al., 2016[<xref ref-type="bibr" rid="R30">30</xref>]), published between 2008 and 2021, which met our inclusion criteria were reviewed. Out of these, fourteen studies measured EAT thickness using echocardio-graphy; in the rest, EAT volume was assessed using CT or MRI methods (Brouha et al., 2018[<xref ref-type="bibr" rid="R3">3</xref>]; Gran&#xE9;r et al., 2015[<xref ref-type="bibr" rid="R8">8</xref>]; Ledda et al., 2021[<xref ref-type="bibr" rid="R21">21</xref>]; Meng et al., 2018[<xref ref-type="bibr" rid="R27">27</xref>]). The characteristics of studies are shown in the Table 1<xref ref-type="fig" rid="T1">(Tab. 1)</xref> (References in Table 1: Brouha et al., 2018[<xref ref-type="bibr" rid="R3">3</xref>]; Cho et al., 2017[<xref ref-type="bibr" rid="R4">4</xref>]; Colak et al., 2012[<xref ref-type="bibr" rid="R5">5</xref>]; Fracanzani et al., 2016[<xref ref-type="bibr" rid="R7">7</xref>]; Gran&#xE9;r et al., 2014[<xref ref-type="bibr" rid="R8">8</xref>]; Iacobellis et al., 2008[<xref ref-type="bibr" rid="R15">15</xref>]; Iacobellis et al., 2014[<xref ref-type="bibr" rid="R12">12</xref>]; Kim et al., 2016[<xref ref-type="bibr" rid="R18">18</xref>]; Lai et al., 2012[<xref ref-type="bibr" rid="R19">19</xref>]; Ledda et al., 2021[<xref ref-type="bibr" rid="R21">21</xref>]; Meng et al., 2018[<xref ref-type="bibr" rid="R27">27</xref>]; O&#x11F;uz et al., 2016[<xref ref-type="bibr" rid="R30">30</xref>]; Petta et al., 2015[<xref ref-type="bibr" rid="R32">32</xref>]; Psychari et al., 2016[<xref ref-type="bibr" rid="R33">33</xref>]; Sunbul et al., 2014[<xref ref-type="bibr" rid="R37">37</xref>]; Topuz et al., 2014[<xref ref-type="bibr" rid="R39">39</xref>]; Turan, 2020[<xref ref-type="bibr" rid="R40">40</xref>]; Yilmaz et al., 2011[<xref ref-type="bibr" rid="R43">43</xref>]).</p></sec><sec><title>Main results</title><sec><title>Case-control studies</title><p>Five of the studies were case-control studies. Iacobellis et al. (2014[<xref ref-type="bibr" rid="R12">12</xref>]) showed that EAT thickness in obese people with NAFLD was significantly higher than healthy obese people (p &#x3C; 0.01). Moreover, the EAT thickness in patients with severe hepatic steatosis was higher than those with moderate steatosis (9.7 &#xB1; 0.2 and 8 &#xB1; 0.7 mm, respectively; p &#x3C; 0.01). Colak et al. (2012[<xref ref-type="bibr" rid="R5">5</xref>]) observed that the EAT thickness was significantly higher in patients with NAFLD compared to the age- and sex-matched controls (0.58 &#xB1; 0.18 and 0.36 &#xB1; 0.17 cm, respectively; p &#x3C; 0.001). Similarly, Yilmaz et al. (2011[<xref ref-type="bibr" rid="R43">43</xref>]) reported that the thickness of EAT in the control group was significantly lower than NAFLD group (0.54 &#xB1; 0.10 and 0.64 &#xB1; 0.13 cm, respectively; p &#x3C; 0.001). EAT thickness was significantly higher in NAFLD patients than in controls in the research conducted by Sunbul et al. (0.32 &#xB1; 0.06 and 0.26 &#xB1; 0.04 mm, respectively; p &#x3C; 0.001) (Sunbul et al., 2014[<xref ref-type="bibr" rid="R37">37</xref>]). Finally, O&#x11F;uz et al. (2016[<xref ref-type="bibr" rid="R30">30</xref>]) reported that NAFLD patients have a significantly higher EAT thickness (0.51 &#xB1; 0.25 vs. 0.29 &#xB1; 0.09 cm, p &#x3C; 0.001) than controls. Therefore, these studies consistently indicated that the thickness of EAT is markedly higher in patients with NAFLD, compared to healthy and&#x2F;or non-NAFLD individuals.</p></sec><sec><title>Cross-sectional studies </title><p>Thirteen cross-sectional studies were reviewed. Fracanzani et al. (2016[<xref ref-type="bibr" rid="R7">7</xref>]) reported that the mean value of EAT in subjects with or without non-alcoholic steatohepatitis (NASH) (5.9 &#xB1; 2.5 and 4.0 &#xB1; 2.4, respectively; p &#x3D; 0.001) and with or without fibrosis score &#x3E; 2 (6.9 &#xB1; 2.3 and 4.7 &#xB1; 2.5, respectively; p &#x3D; 0.0001) was significantly different. In another study in diabetic individuals without known CHD, the EAT volume was significantly higher in NAFLD patients compared to non-NAFLD patients (126.5 ml and 85.4 ml, respectively; p &#x3D; 0.002). Additionally, both liver fat content and liver fibrosis positively correlated with EAT volume (Brouha et al., 2018[<xref ref-type="bibr" rid="R3">3</xref>]). Cho et al. (2017[<xref ref-type="bibr" rid="R4">4</xref>]) found that NAFLD patients, especially those with MS, have higher EAT-t (thickness) in comparison to subjects without NAFLD (MS with NAFLD, EAT-t &#x3D; 7.5 &#xB1; 4.4 mm; MS without NAFLD, EAT-t &#x3D;4.9 &#xB1; 3.0 mm; non-MS with NAFLD, EAT-t &#x3D;5.9 &#xB1; 3.6 mm; and non-MS without NAFLD, EAT-t &#x3D;4.4 &#xB1; 3.5 mm, p &#x3C; 0.001). Kim et al. (2016[<xref ref-type="bibr" rid="R18">18</xref>]) reported that the EAT thickness in NAFLD group was significantly higher than in non-NAFLD individuals (3.27 mm vs 3.07 mm, p &#x3D; 0.003). Moreover, EAT was significantly associated with the incidence of NAFLD (OR&#x3D; 1.705 &#x5B;CI: 1.211, 2.40&#x5D;). In addition, EAT was higher in subjects with severe <italic>vs.</italic> milder fibrosis (8.5 &#xB1; 3.0 vs. 7.2 &#xB1; 2.3 mm; p &#x3D; 0.006) (Petta et al., 2015[<xref ref-type="bibr" rid="R32">32</xref>]). Gran&#xE9;r et al. observed that the EAT volume increased with increasing amount of liver fat (p &#x3C; 0.001) in non-diabetic men (Gran&#xE9;r et al., 2015[<xref ref-type="bibr" rid="R8">8</xref>]). Among participants who were hospitalized for coronary angiography, those with NAFLD have thicker EAT than non-NAFLD patients (0.90 &#xB1; 0.19 cm and 0.58 &#xB1; 0.18 cm, respectively; p &#x3C; 0.001) (Topuz et al., 2014[<xref ref-type="bibr" rid="R39">39</xref>]). Another study stated that NAFLD Fibrosis Score (NFS) was positively correlated with EAT (r&#x3D; 0.224, p &#x3D; .019) (Turan, 2020[<xref ref-type="bibr" rid="R40">40</xref>]). In asymptomatic participants enrolled in a cardiovascular health survey, there was an orderly increase in EAT thickness as fatty liver severity increased (p &#x3C; .001) (Lai et al., 2012[<xref ref-type="bibr" rid="R19">19</xref>]). Eufrasia Ledda et al. showed that the EAT volume positively correlated with mean liver density (MLD) (p &#x3D; 0.368, p &#x3C; 0.001). Furthermore, the EAT volume was significantly higher in the group with hepatic steatosis (HS) (p &#x3C; 0.001) (Ledda et al., 2021[<xref ref-type="bibr" rid="R21">21</xref>]). In another study, EAT was correlated with AST (aspartate amino-transferase)&#x2F;ALT (alanine amino-transferase) ratio (r &#x3D; 0.77, p &#x3C; 0.01), ALT (r &#x3D; 0.58, p  &#x3C; 0.01), and AST (r &#x3D; 0.56, p &#x3C; 0.01) in HIV<sup>&#x2B;</sup>MS<sup>&#x2B;</sup> subjects (Iacobellis et al., 2008[<xref ref-type="bibr" rid="R15">15</xref>]). Another study was able to show that NAFLD patients have higher EAT volume than healthy individuals (Meng et al., 2018[<xref ref-type="bibr" rid="R27">27</xref>]). Psychari et al. stated that the EAT was not thicker in NAFLD patients; however, it was positively related to indices of insulin resistance and inflammation (Psychari et al., 2016[<xref ref-type="bibr" rid="R33">33</xref>]).</p></sec></sec></sec>
    <sec sec-type="discussion">
      <title>Discussion</title><p>The aim of the present study was to summarize the existing evidence on the association between EAT and NAFLD conducted on human subjects. The pooled data of the existing literature postulate that the increased EAT might be associated with the presence and progression of NAFLD and&#x2F;or its related indicators such as insulin resistance or inflammation. </p><p>The majority of included studies consistently showed a positive association between EAT and NAFLD. Only one study failed to show a positive association between epicardial fat thickness and NAFLD (Psychari et al., 2016[<xref ref-type="bibr" rid="R33">33</xref>]). However, researchers in the latter study were able to detect a positive correlation between epicardial fat thickness and the indices of insulin resistance and inflammation, both of which could be counted as underlying triggers in the pathogenesis of NAFLD (Manco, 2017[<xref ref-type="bibr" rid="R24">24</xref>]; Asrih and Jornayvaz, 2013[<xref ref-type="bibr" rid="R1">1</xref>]). Increasing evidence shows that visceral adipose tissue is a causative risk factor for fatty liver, rather than overall obesity (Sch&#xE4;ffler et al., 2005[<xref ref-type="bibr" rid="R35">35</xref>]; Thomas et al., 2005[<xref ref-type="bibr" rid="R38">38</xref>]). Epicardial fat is significantly correlated with intra-abdominal visceral fat and can be considered as a measurable indicator instead (Iacobellis et al., 2003[<xref ref-type="bibr" rid="R11">11</xref>]). Epicardial fat, similar to other visceral adiposity, acts as an endocrine or paracrine organ and produces proinflammatory adipokines and interleukins such as vaspin, TNF-&#x3B1;, interleukin-6, interleukin-17, and angiotensin (Lana et al., 2016[<xref ref-type="bibr" rid="R20">20</xref>]); all of which are involved in the development and progression of cardiovascular and fatty liver disease (&#x15E;eng&#xFC;l and &#xD6;zveren, 2013[<xref ref-type="bibr" rid="R36">36</xref>]). On the other hand, the epicardial fat releases almost twice as much fatty acids as other fat depots such as the perirenal and pericardial depots (Marchington et al., 1989[<xref ref-type="bibr" rid="R25">25</xref>]). It has been observed that epicardial fat correlates with free fatty acid levels in humans (Kankaanp&#xE4;&#xE4; et al., 2006[<xref ref-type="bibr" rid="R17">17</xref>]), leading to increased flux of free fatty acids to the liver, which disrupts the function of hepatocytes in the management of fats, inducing lipotoxicity and NAFLD (Li et al., 2018[<xref ref-type="bibr" rid="R22">22</xref>]). Additionally, the existing literature shows the EAT is associated with hepatic steatosis (Iacobellis et al., 2014[<xref ref-type="bibr" rid="R12">12</xref>], Brouha et al., 2018[<xref ref-type="bibr" rid="R3">3</xref>], Gran&#xE9;r et al., 2015[<xref ref-type="bibr" rid="R8">8</xref>], Fracanzani et al., 2016[<xref ref-type="bibr" rid="R7">7</xref>]), fatty liver index (Fracanzani et al., 2016[<xref ref-type="bibr" rid="R7">7</xref>]), liver fibrosis (Petta et al., 2015[<xref ref-type="bibr" rid="R32">32</xref>], Turan, 2020[<xref ref-type="bibr" rid="R40">40</xref>]), mean liver density (MLD) (Ledda et al., 2021[<xref ref-type="bibr" rid="R21">21</xref>]), and serum liver enzymes (Iacobellis et al., 2008[<xref ref-type="bibr" rid="R15">15</xref>]). Iacobellis et al. were even able to show that the correlation between EAT and liver steatosis is stronger than that of BMI or waist circumference (R<sup>2</sup> &#x3D; 0.77, p &#x3C; 0.001) (Iacobellis et al., 2014[<xref ref-type="bibr" rid="R12">12</xref>]). Therefore, we can speculate that the increase in EAT might increase the incidence of NAFLD. According to a systematic review, EAT thickness &#x3E; 5 mm, or a volume &#x3E; 125 mL or 68 mL&#x2F;m<sup>2</sup> might be considered as a risk factor for metabolic syndrome and coronary artery disease (Bertaso et al., 2013[<xref ref-type="bibr" rid="R2">2</xref>]). However, further studies are needed to determine exactly how much an increase in epicardial fat worsens the progression of NAFLD.</p><p>Recently, a meta-analysis was conducted to examine the same possible correlation. This study, which included 13 observational studies, showed that EAT was higher in subjects with NAFLD than in non-NAFLD subjects (EAT, SMD: 0.73, 95 &#x25; CI 0.51-0.94, p &#x3C; 0.001) (Liu et al., 2019[<xref ref-type="bibr" rid="R23">23</xref>]). In the current study, we included all human studies and five new studies were taken into account.</p><p>In the studies reviewed in this article, EAT thickness and volume measurement were performed using ultrasound echocardiography and Computed tomography (CT) or magnetic resonance imaging (MRI), respectively. CT and MRI, especially, are the gold standard techniques, and accurate methods to estimate visceral fat and have high spatial resolution, which make them suitable for volumetric assessments (Bertaso et al., 2013[<xref ref-type="bibr" rid="R2">2</xref>]). Nevertheless, they are expensive and CT requires radiation exposure. Recently, the ultrasound technique has come into play as a cheap and easy-to-perform method (Iacobellis et al., 2003[<xref ref-type="bibr" rid="R11">11</xref>]). This method is valid, safe, easily reproducible, non-invasive, and can be routinely implemented (Salazar et al., 2016[<xref ref-type="bibr" rid="R34">34</xref>]; Iacobellis et al., 2003[<xref ref-type="bibr" rid="R11">11</xref>]). Echocardiographic EAT clearly shows visceral fat mass rather than general obesity. It correlates with metabolic syndrome, insulin resistance, coronary artery disease, and atherosclerosis; therefore, it might serve as a valuable tool for cardiometabolic risk assessment (Iacobellis and Willens, 2009[<xref ref-type="bibr" rid="R16">16</xref>]).</p></sec>
    <sec sec-type="conclusions">
      <title>Conclusion</title><p>In summary, evidence shows that EAT is associated with the presence and progression of NAFLD. EAT is also associated with serum liver enzymes concentration, hepatic steatosis, and fibrosis in NAFLD patients. Furthermore, NAFLD patients with higher EAT may need a more intensive hepatic follow-up. Then, EAT measurement can be used as a prognostic indicator for NAFLD. However, further studies are needed to determine exactly how much an increase in EAT worsens the progression of NAFLD.</p></sec>
    <sec>
      <title>Notes</title><p><sup>1</sup> truncation character (wildcard) &#x5B;<bold>tiab</bold>&#x5D; &#x3D; limit to title or abstract</p></sec>
    <sec>
      <title>Acknowledgements</title><p>This study is related to the project NO. 1398&#x2F;10133 from Student Research Committee, Shahid Beheshti University of Medical Sciences, Tehran, Iran. We also appreciate the &#x201C;Student Research Committee&#x201D; and &#x201C;Research &#x26; Technology Chancellor&#x201D; in Shahid Beheshti University of Medical Sciences for their financial support of this study.</p></sec>
    <sec>
      <title>Disclosure statement</title><p>The authors report no conflict of interest.</p></sec>
    <sec>
      <title>Authors' contribution</title><p>H.E. and A.H. conceptualized the study and wrote the manuscript. H.T., M.B. and H. G. contributed to drafting of the manuscript. All authors approved the final version of the manuscript.</p></sec>
  </body>
  <back>
    <ref-list>
      <ref id="R1">
        <label>1</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Asrih</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Jornayvaz</surname>
              <given-names>FR</given-names>
            </name>
          </person-group>
          <article-title>Inflammation as a potential link between nonalcoholic fatty liver disease and insulin resistance</article-title>
          <source>J Endocrinol</source>
          <year>2013</year>
          <volume>218</volume>
          <fpage>R25</fpage>
          <lpage>R36</lpage>
        </citation>
      </ref>
      <ref id="R2">
        <label>2</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Bertaso</surname>
              <given-names>AG</given-names>
            </name>
            <name>
              <surname>Bertol</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Duncan</surname>
              <given-names>BB</given-names>
            </name>
            <name>
              <surname>Foppa</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Epicardial fat: Definition, measurements and systematic review of main outcomes</article-title>
          <source>Arq Bras Cardiol</source>
          <year>2013</year>
          <volume>101</volume>
          <fpage>e18</fpage>
          <lpage>e28</lpage>
        </citation>
      </ref>
      <ref id="R3">
        <label>3</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Brouha</surname>
              <given-names>SS</given-names>
            </name>
            <name>
              <surname>Nguyen</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Bettencourt</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>CB</given-names>
            </name>
            <name>
              <surname>Loomba</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>Increased severity of liver fat content and liver fibrosis in non-alcoholic fatty liver disease correlate with epicardial fat volume in type 2 diabetes: A prospective study</article-title>
          <source>Eur Radiol</source>
          <year>2018</year>
          <volume>28</volume>
          <fpage>1345</fpage>
          <lpage>1355</lpage>
        </citation>
      </ref>
      <ref id="R4">
        <label>4</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Cho</surname>
              <given-names>KI</given-names>
            </name>
            <name>
              <surname>Jo</surname>
              <given-names>EA</given-names>
            </name>
            <name>
              <surname>Cho</surname>
              <given-names>SH</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>BH</given-names>
            </name>
          </person-group>
          <article-title>The influence of epicardial fat and nonalcoholic fatty liver disease on heart rate recovery in metabolic syndrome</article-title>
          <source>Metab Syndr Relat Disord</source>
          <year>2017</year>
          <volume>15</volume>
          <fpage>226</fpage>
          <lpage>232</lpage>
        </citation>
      </ref>
      <ref id="R5">
        <label>5</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Colak</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Karabay</surname>
              <given-names>CY</given-names>
            </name>
            <name>
              <surname>Tuncer</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Kocabay</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Kalayci</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Senates</surname>
              <given-names>E</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Relation of epicardial adipose tissue and carotid intima-media thickness in patients with nonalcoholic fatty liver disease</article-title>
          <source>Eur J Gastroenterol Hepatol</source>
          <year>2012</year>
          <volume>24</volume>
          <fpage>613</fpage>
          <lpage>618</lpage>
        </citation>
      </ref>
      <ref id="R6">
        <label>6</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Dowman</surname>
              <given-names>JK</given-names>
            </name>
            <name>
              <surname>Tomlinson</surname>
              <given-names>JW</given-names>
            </name>
            <name>
              <surname>Newsome</surname>
              <given-names>PN</given-names>
            </name>
          </person-group>
          <article-title>Pathogenesis of non-alcoholic fatty liver disease</article-title>
          <source>QJM</source>
          <year>2010</year>
          <volume>103</volume>
          <issue>2</issue>
          <fpage>71</fpage>
          <lpage>83</lpage>
        </citation>
      </ref>
      <ref id="R7">
        <label>7</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Fracanzani</surname>
              <given-names>AL</given-names>
            </name>
            <name>
              <surname>Pisano</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Consonni</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Tiraboschi</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Baragetti</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Bertelli</surname>
              <given-names>C</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Epicardial Adipose Tissue (EAT) thickness is associated with cardiovascular and liver damage in nonalcoholic fatty liver disease</article-title>
          <source>PloS One</source>
          <year>2016</year>
          <volume>11</volume>
          <fpage>e0162473</fpage>
        </citation>
      </ref>
      <ref id="R8">
        <label>8</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gran&#xE9;r</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Nyman</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Siren</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Pentik&#xE4;inen</surname>
              <given-names>MO</given-names>
            </name>
            <name>
              <surname>Lundbom</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Hakkarainen</surname>
              <given-names>A</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Ectopic fat depots and left ventricular function in nondiabetic men with nonalcoholic fatty liver disease</article-title>
          <source>Circ Cardiovasc Imaging</source>
          <year>2015</year>
          <volume>8</volume>
          <issue>1</issue>
          <fpage>e001979</fpage>
        </citation>
      </ref>
      <ref id="R9">
        <label>9</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Hirata</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Tabata</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Kurobe</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Motoki</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Akaike</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Nishio</surname>
              <given-names>C</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Coronary atherosclerosis is associated with macrophage polarization in epicardial adipose tissue</article-title>
          <source>J Am Coll Cardiol</source>
          <year>2011</year>
          <volume>58</volume>
          <fpage>248</fpage>
          <lpage>255</lpage>
        </citation>
      </ref>
      <ref id="R10">
        <label>10</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Iacobellis</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Local and systemic effects of the multifaceted epicardial adipose tissue depot</article-title>
          <source>Nat Rev Endocrinol</source>
          <year>2015</year>
          <volume>11</volume>
          <fpage>363</fpage>
          <lpage>371</lpage>
        </citation>
      </ref>
      <ref id="R11">
        <label>11</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Iacobellis</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Assael</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Ribaudo</surname>
              <given-names>MC</given-names>
            </name>
            <name>
              <surname>Zappaterreno</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Alessi</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Di Mario</surname>
              <given-names>U</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Epicardial fat from echocardiography: A new method for visceral adipose tissue prediction</article-title>
          <source>Obes Res</source>
          <year>2003</year>
          <volume>11</volume>
          <fpage>304</fpage>
          <lpage>310</lpage>
        </citation>
      </ref>
      <ref id="R12">
        <label>12</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Iacobellis</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Barbarini</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Letizia</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Barbaro</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Epicardial fat thickness and nonalcoholic fatty liver disease in obese subjects</article-title>
          <source>Obesity (Silver Spring)</source>
          <year>2014</year>
          <volume>22</volume>
          <fpage>332</fpage>
          <lpage>336</lpage>
        </citation>
      </ref>
      <ref id="R13">
        <label>13</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Iacobellis</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Corradi</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Sharma</surname>
              <given-names>AM</given-names>
            </name>
          </person-group>
          <article-title>Epicardial adipose tissue: Anatomic, biomolecular and clinical relationships with the heart</article-title>
          <source>Nat Clin Pract Cardiovasc Med</source>
          <year>2005</year>
          <volume>2</volume>
          <fpage>536</fpage>
          <lpage>543</lpage>
        </citation>
      </ref>
      <ref id="R14">
        <label>14</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Iacobellis</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Leonetti</surname>
              <given-names>F</given-names>
            </name>
          </person-group>
          <article-title>Epicardial adipose tissue and insulin resistance in obese subjects</article-title>
          <source>J Clin Endocrinol Metab</source>
          <year>2005</year>
          <volume>90</volume>
          <fpage>6300</fpage>
          <lpage>6302</lpage>
        </citation>
      </ref>
      <ref id="R15">
        <label>15</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Iacobellis</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Pellicelli</surname>
              <given-names>AM</given-names>
            </name>
            <name>
              <surname>Grisorio</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Barbarini</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Leonetti</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Sharma</surname>
              <given-names>AM</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Relation of epicardial fat and alanine aminotransferase in subjects with increased visceral fat</article-title>
          <source>Obesity (Silver Spring)</source>
          <year>2008</year>
          <volume>16</volume>
          <fpage>179</fpage>
          <lpage>183</lpage>
        </citation>
      </ref>
      <ref id="R16">
        <label>16</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Iacobellis</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Willens</surname>
              <given-names>HJ</given-names>
            </name>
          </person-group>
          <article-title>Echocardiographic epicardial fat: A review of research and clinical applications</article-title>
          <source>J Am Soc Echocardiogr</source>
          <year>2009</year>
          <volume>22</volume>
          <fpage>1311</fpage>
          <lpage>1319</lpage>
        </citation>
      </ref>
      <ref id="R17">
        <label>17</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Kankaanp&#xE4;&#xE4;</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Lehto</surname>
              <given-names>HR</given-names>
            </name>
            <name>
              <surname>P&#xE4;rkk&#xE4;</surname>
              <given-names>JP</given-names>
            </name>
            <name>
              <surname>Komu</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Viljanen</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Ferrannini</surname>
              <given-names>E</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Myocardial triglyceride content and epicardial fat mass in human obesity: Relationship to left ventricular function and serum free fatty acid levels</article-title>
          <source>J Clin Endocrinol Metab</source>
          <year>2006</year>
          <volume>91</volume>
          <fpage>4689</fpage>
          <lpage>4695</lpage>
        </citation>
      </ref>
      <ref id="R18">
        <label>18</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Kim</surname>
              <given-names>BJ</given-names>
            </name>
            <name>
              <surname>Cheong</surname>
              <given-names>ES</given-names>
            </name>
            <name>
              <surname>Kang</surname>
              <given-names>JG</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>BS</given-names>
            </name>
            <name>
              <surname>Kang</surname>
              <given-names>JH</given-names>
            </name>
          </person-group>
          <article-title>Relationship of epicardial fat thickness and nonalcoholic fatty liver disease to coronary artery calcification: From the CAESAR study</article-title>
          <source>J Clin Lipidol</source>
          <year>2016</year>
          <volume>10</volume>
          <fpage>619</fpage>
          <lpage>26.e1</lpage>
        </citation>
      </ref>
      <ref id="R19">
        <label>19</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Lai</surname>
              <given-names>YH</given-names>
            </name>
            <name>
              <surname>Yun</surname>
              <given-names>CH</given-names>
            </name>
            <name>
              <surname>Yang</surname>
              <given-names>FS</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>CC</given-names>
            </name>
            <name>
              <surname>Wu</surname>
              <given-names>YJ</given-names>
            </name>
            <name>
              <surname>Kuo</surname>
              <given-names>JY</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Epicardial adipose tissue relating to anthropometrics, metabolic derangements and fatty liver disease independently contributes to serum high-sensitivity C-reactive protein beyond body fat composition: A study validated with computed tomography</article-title>
          <source>J Am Soc Echocardiogr</source>
          <year>2012</year>
          <volume>25</volume>
          <fpage>234</fpage>
          <lpage>241</lpage>
        </citation>
      </ref>
      <ref id="R20">
        <label>20</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Lana</surname>
              <given-names>JP</given-names>
            </name>
            <name>
              <surname>Martins</surname>
              <given-names>LB</given-names>
            </name>
            <name>
              <surname>Oliveira</surname>
              <given-names>MCD</given-names>
            </name>
            <name>
              <surname>Menezes-Garcia</surname>
              <given-names>Z</given-names>
            </name>
            <name>
              <surname>Yamada</surname>
              <given-names>LTP</given-names>
            </name>
            <name>
              <surname>Vieira</surname>
              <given-names>LQ</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>TNF and IL-18 cytokines may regulate liver fat storage under homeostasis conditions</article-title>
          <source>Appl Physiol Nutr Metab</source>
          <year>2016</year>
          <volume>41</volume>
          <fpage>1295</fpage>
          <lpage>1302</lpage>
        </citation>
      </ref>
      <ref id="R21">
        <label>21</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Ledda</surname>
              <given-names>RE</given-names>
            </name>
            <name>
              <surname>Milanese</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Cademartiri</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Maffei</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Benedetti</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Goldoni</surname>
              <given-names>M</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Association of hepatic steatosis with epicardial fat volume and coronary artery disease in symptomatic patients</article-title>
          <source>Radiol Med</source>
          <year>2021</year>
          <volume>126</volume>
          <fpage>652</fpage>
          <lpage>660</lpage>
        </citation>
      </ref>
      <ref id="R22">
        <label>22</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Li</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Xu</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Shi</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Ding</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Wan</surname>
              <given-names>X</given-names>
            </name>
            <name>
              <surname>Chen</surname>
              <given-names>D</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Fatty acids promote fatty liver disease via the dysregulation of 3-mercaptopyruvate sulfurtransferase&#x2F;hydrogen sulfide pathway</article-title>
          <source>Gut</source>
          <year>2018</year>
          <volume>67</volume>
          <fpage>2169</fpage>
        </citation>
      </ref>
      <ref id="R23">
        <label>23</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Liu</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Yan</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Luo</surname>
              <given-names>A</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Association of epicardial adipose tissue with non-alcoholic fatty liver disease: A meta-analysis</article-title>
          <source>Hepatol Int</source>
          <year>2019</year>
          <volume>13</volume>
          <fpage>757</fpage>
          <lpage>765</lpage>
        </citation>
      </ref>
      <ref id="R24">
        <label>24</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Manco</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Insulin resistance and NAFLD: A dangerous liaison beyond the genetics</article-title>
          <source>Children (Basel, Switzerland)</source>
          <year>2017</year>
          <volume>4</volume>
          <fpage>74</fpage>
        </citation>
      </ref>
      <ref id="R25">
        <label>25</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Marchington</surname>
              <given-names>JM</given-names>
            </name>
            <name>
              <surname>Mattacks</surname>
              <given-names>CA</given-names>
            </name>
            <name>
              <surname>Pond</surname>
              <given-names>CM</given-names>
            </name>
          </person-group>
          <article-title>Adipose tissue in the mammalian heart and pericardium: Structure, foetal development and biochemical properties</article-title>
          <source>Comp Biochem Physiol B</source>
          <year>1989</year>
          <volume>94</volume>
          <fpage>225</fpage>
          <lpage>232</lpage>
        </citation>
      </ref>
      <ref id="R26">
        <label>26</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Mazurek</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Zhang</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Zalewski</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Mannion</surname>
              <given-names>JD</given-names>
            </name>
            <name>
              <surname>Diehl</surname>
              <given-names>JT</given-names>
            </name>
            <name>
              <surname>Arafat</surname>
              <given-names>H</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Human epicardial adipose tissue is a source of inflammatory mediators</article-title>
          <source>Circulation</source>
          <year>2003</year>
          <volume>108</volume>
          <fpage>2460</fpage>
          <lpage>2466</lpage>
        </citation>
      </ref>
      <ref id="R27">
        <label>27</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Meng</surname>
              <given-names>X</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Zhang</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Qi</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>An</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>S</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Epicardial adipose tissue volume is associated with non-alcoholic fatty liver disease and cardiovascular risk factors in the general population</article-title>
          <source>Therap Clin Risk Manag</source>
          <year>2018</year>
          <volume>14</volume>
          <fpage>1499</fpage>
          <lpage>1506</lpage>
        </citation>
      </ref>
      <ref id="R28">
        <label>28</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Moher</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Liberati</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Tetzlaff</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Altman</surname>
              <given-names>DG</given-names>
            </name>
          </person-group>
          <article-title>Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement</article-title>
          <source>BMJ</source>
          <year>2009</year>
          <volume>339</volume>
          <fpage>b2535</fpage>
        </citation>
      </ref>
      <ref id="R29">
        <label>29</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Nerlekar</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Thakur</surname>
              <given-names>U</given-names>
            </name>
            <name>
              <surname>Lin</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Koh</surname>
              <given-names>JQS</given-names>
            </name>
            <name>
              <surname>Potter</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>D</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>The natural history of epicardial adipose tissue volume and attenuation: A long-term prospective cohort follow-up study</article-title>
          <source>Sci Rep</source>
          <year>2020</year>
          <volume>10</volume>
          <fpage>7109</fpage>
        </citation>
      </ref>
      <ref id="R30">
        <label>30</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>O&#x11F;uz</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>&#xDC;nal</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Ero&#x11F;lu</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>G&#xFC;lmez</surname>
              <given-names>&#xD6;</given-names>
            </name>
            <name>
              <surname>&#xC7;evik</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Altun</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Aortic flow propagation velocity, epicardial fat thickness, and osteoprotegerin level to predict subclinical atherosclerosis in patients with nonalcoholic fatty liver disease</article-title>
          <source>Anatol J Cardiol</source>
          <year>2016</year>
          <volume>16</volume>
          <fpage>974</fpage>
          <lpage>979</lpage>
        </citation>
      </ref>
      <ref id="R31">
        <label>31</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Perseghin</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Lipids in the wrong place: Visceral fat and nonalcoholic steatohepatitis</article-title>
          <source>Diabetes Care</source>
          <year>2011</year>
          <volume>34</volume>
          <issue>Suppl 2</issue>
          <fpage>S367</fpage>
          <lpage>S370</lpage>
        </citation>
      </ref>
      <ref id="R32">
        <label>32</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Petta</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Argano</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Colomba</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Camm&#xE0;</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Di Marco</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Cabibi</surname>
              <given-names>D</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Epicardial fat, cardiac geometry and cardiac function in patients with non-alcoholic fatty liver disease: Association with the severity of liver disease</article-title>
          <source>J Hepatol</source>
          <year>2015</year>
          <volume>62</volume>
          <fpage>928</fpage>
          <lpage>933</lpage>
        </citation>
      </ref>
      <ref id="R33">
        <label>33</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Psychari</surname>
              <given-names>SN</given-names>
            </name>
            <name>
              <surname>Rekleiti</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Papaioannou</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Varhalama</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Drakoulis</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Apostolou</surname>
              <given-names>TS</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Epicardial fat in nonalcoholic fatty liver disease: Properties and relationships with metabolic factors, cardiac structure, and cardiac function</article-title>
          <source>Angiology</source>
          <year>2016</year>
          <volume>67</volume>
          <fpage>41</fpage>
          <lpage>48</lpage>
        </citation>
      </ref>
      <ref id="R34">
        <label>34</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Salazar</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Luzardo</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Mej&#xED;as</surname>
              <given-names>JC</given-names>
            </name>
            <name>
              <surname>Rojas</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Ferreira</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Rivas-R&#xED;os</surname>
              <given-names>JR</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Epicardial fat: Physiological, pathological, and therapeutic implications</article-title>
          <source>Cardiol Res Pract</source>
          <year>2016</year>
          <volume>2016</volume>
          <fpage>1291537</fpage>
        </citation>
      </ref>
      <ref id="R35">
        <label>35</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Sch&#xE4;ffler</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Sch&#xF6;lmerich</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>B&#xFC;chler</surname>
              <given-names>C</given-names>
            </name>
          </person-group>
          <article-title>Mechanisms of disease: Adipocytokines and visceral adipose tissue - emerging role in nonalcoholic fatty liver disease</article-title>
          <source>Nat Clin Pract Gastroenterol Hepatol</source>
          <year>2005</year>
          <volume>2</volume>
          <fpage>273</fpage>
          <lpage>280</lpage>
        </citation>
      </ref>
      <ref id="R36">
        <label>36</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>&#x15E;eng&#xFC;l</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>&#xD6;zveren</surname>
              <given-names>O</given-names>
            </name>
          </person-group>
          <article-title>Epicardial adipose tissue: A review of physiology, pathophysiology, and clinical applications</article-title>
          <source>Anadolu Kardiyol Derg</source>
          <year>2013</year>
          <volume>13</volume>
          <fpage>261</fpage>
          <lpage>265</lpage>
        </citation>
      </ref>
      <ref id="R37">
        <label>37</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Sunbul</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Agirbasli</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Durmus</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Kivrak</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Akin</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Aydin</surname>
              <given-names>Y</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Arterial stiffness in patients with non-alcoholic fatty liver disease is related to fibrosis stage and epicardial adipose tissue thickness</article-title>
          <source>Atherosclerosis</source>
          <year>2014</year>
          <volume>237</volume>
          <fpage>490</fpage>
          <lpage>493</lpage>
        </citation>
      </ref>
      <ref id="R38">
        <label>38</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Thomas</surname>
              <given-names>EL</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Patel</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>O&#x27;Dwyer</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Dor&#xE9;</surname>
              <given-names>CJ</given-names>
            </name>
            <name>
              <surname>Goldin</surname>
              <given-names>RD</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Hepatic triglyceride content and its relation to body adiposity: A magnetic resonance imaging and proton magnetic resonance spectroscopy study</article-title>
          <source>Gut</source>
          <year>2005</year>
          <volume>54</volume>
          <fpage>122</fpage>
          <lpage>127</lpage>
        </citation>
      </ref>
      <ref id="R39">
        <label>39</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Topuz</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Dogan</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Celik</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Can</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Ozdogru</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Kemal Eryol</surname>
              <given-names>N</given-names>
            </name>
          </person-group>
          <article-title>Investigation of the relationship between non-alcoholic fatty liver disease and coronary artery disease</article-title>
          <source>Clin Ter</source>
          <year>2014</year>
          <volume>165</volume>
          <fpage>e46</fpage>
          <lpage>e51</lpage>
        </citation>
      </ref>
      <ref id="R40">
        <label>40</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Turan</surname>
              <given-names>Y</given-names>
            </name>
          </person-group>
          <article-title>The nonalcoholic fatty liver disease fibrosis score is related to epicardial fat thickness and complexity of coronary artery disease</article-title>
          <source>Angiology</source>
          <year>2020</year>
          <volume>71</volume>
          <fpage>77</fpage>
          <lpage>82</lpage>
        </citation>
      </ref>
      <ref id="R41">
        <label>41</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Van der Poorten</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Milner</surname>
              <given-names>K-L</given-names>
            </name>
            <name>
              <surname>Hui</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Hodge</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Trenell</surname>
              <given-names>MI</given-names>
            </name>
            <name>
              <surname>Kench</surname>
              <given-names>JG</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Visceral fat: A key mediator of steatohepatitis in metabolic liver disease</article-title>
          <source>Hepatology</source>
          <year>2008</year>
          <volume>48</volume>
          <fpage>449</fpage>
          <lpage>457</lpage>
        </citation>
      </ref>
      <ref id="R42">
        <label>42</label>
        <citation citation-type="book">
          <person-group person-group-type="author">
            <name>
              <surname>Wells</surname>
              <given-names>GSB</given-names>
            </name>
            <name>
              <surname>O&#x27;Connell</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Peterson</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Welch</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Losos</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Tugwell</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <source>The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses</source>
          <year>2008</year>
          <publisher-loc>Ottawa</publisher-loc>
          <publisher-name>Ottawa Hospital Research Institute</publisher-name>
        </citation>
      </ref>
      <ref id="R43">
        <label>43</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Yilmaz</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Kurt</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Gurdal</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Alahdab</surname>
              <given-names>YO</given-names>
            </name>
            <name>
              <surname>Yonal</surname>
              <given-names>O</given-names>
            </name>
            <name>
              <surname>Senates</surname>
              <given-names>E</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Circulating vaspin levels and epicardial adipose tissue thickness are associated with impaired coronary flow reserve in patients with nonalcoholic fatty liver disease</article-title>
          <source>Atherosclerosis</source>
          <year>2011</year>
          <volume>217</volume>
          <fpage>125</fpage>
          <lpage>129</lpage>
        </citation>
      </ref>
      <ref id="R44">
        <label>44</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Younossi</surname>
              <given-names>Z</given-names>
            </name>
            <name>
              <surname>Anstee</surname>
              <given-names>QM</given-names>
            </name>
            <name>
              <surname>Marietti</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Hardy</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Henry</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Eslam</surname>
              <given-names>M</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Global burden of NAFLD and NASH: Trends, predictions, risk factors and prevention</article-title>
          <source>Nat Rev Gastroenterol Hepatol</source>
          <year>2018</year>
          <volume>15</volume>
          <fpage>11</fpage>
          <lpage>20</lpage>
        </citation>
      </ref>
    </ref-list>
  </back>
  <floats-wrap>
    <fig id="T1" position="float">
      <label>Table 1</label>
      <caption><title>Characteristics of the studies in this systematic review</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-20-1096-t-001" />
    </fig>
    <fig id="F1" position="float">
      <label>Figure 1</label>
      <caption><title>Flowchart of identification of included studies</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-20-1096-g-001" />
    </fig>
  </floats-wrap>
</article>