<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="en" article-type="review-article" dtd-version="2.3">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ijms</journal-id>
      <journal-title>International Journal of Molecular Sciences</journal-title>
      <abbrev-journal-title abbrev-type="publisher">Int. J. Mol. Sci.</abbrev-journal-title>
      <abbrev-journal-title abbrev-type="pubmed">International Journal of Molecular Sciences</abbrev-journal-title>
      <issn pub-type="epub">1422-0067</issn>
      <publisher>
        <publisher-name>MDPI</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3390/ijms17050774</article-id>
      <article-id pub-id-type="publisher-id">ijms-17-00774</article-id>
      <article-categories>
        <subj-group>
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The Natural Course of Non-Alcoholic Fatty Liver Disease</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Calzadilla Bertot</surname>
            <given-names>Luis</given-names>
          </name>
          <xref rid="af1-ijms-17-00774" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Adams</surname>
            <given-names>Leon Anton</given-names>
          </name>
          <xref rid="af1-ijms-17-00774" ref-type="aff">1</xref>
          <xref rid="af2-ijms-17-00774" ref-type="aff">2</xref>
          <xref rid="c1-ijms-17-00774" ref-type="corresp">*</xref>
        </contrib>
        <contrib contrib-type="editor">
          <name>
            <surname>Lonardo</surname>
            <given-names>Amedeo</given-names>
          </name>
          <role>Academic Editor</role>
        </contrib>
        <contrib contrib-type="editor">
          <name>
            <surname>Targher</surname>
            <given-names>Giovanni</given-names>
          </name>
          <role>Academic Editor</role>
        </contrib>
      </contrib-group>
      <aff id="af1-ijms-17-00774"><label>1</label>School of Medicine and Pharmacology, the University of Western Australia, Nedlands, WA 6009, Australia; <email>lcbertot@gmail.com</email></aff>
      <aff id="af2-ijms-17-00774"><label>2</label>Department of Hepatology, Sir Charles Gairdner Hospital, Nedlands, WA 6009, Australia</aff>
      <author-notes>
        <corresp id="c1-ijms-17-00774"><label>*</label>Correspondence: <email>leon.adams@uwa.edu.au</email>; Tel.: +61-8-6151-1052; Fax: +61-8-6151-1028</corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>20</day>
        <month>05</month>
        <year>2016</year>
      </pub-date>
      <pub-date pub-type="collection">        <month>05</month>
        <year>2016</year>
      </pub-date>
      <volume>17</volume>
      <issue>5</issue>
      <elocation-id>774</elocation-id>
      <history>
        <date date-type="received">
          <day>29</day>
          <month>04</month>
          <year>2016</year>
        </date>
        <date date-type="accepted">
          <day>12</day>
          <month>05</month>
          <year>2016</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>&#xA9; 2016 by the authors; licensee MDPI, Basel, Switzerland.</copyright-statement>
        <copyright-year>2016</copyright-year>
        <license>
          <p>This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).</p>
        </license>
      </permissions>
      <abstract>
        <p>Non-alcoholic fatty liver disease (NAFLD) is the most prevalent form of chronic liver disease in the world, paralleling the epidemic of obesity and Type 2 diabetes mellitus (T2DM). NAFLD exhibits a histological spectrum, ranging from &#x201C;bland steatosis&#x201D; to the more aggressive necro-inflammatory form, non-alcoholic steatohepatitis (NASH) which may accumulate fibrosis to result in cirrhosis. Emerging data suggests fibrosis, rather than NASH <italic>per se</italic>, to be the most important histological predictor of liver and non-liver related death. Nevertheless, only a small proportion of individuals develop cirrhosis, however the large proportion of the population affected by NAFLD has led to predictions that NAFLD will become a leading cause of end stage liver disease, hepatocellular carcinoma (HCC), and indication for liver transplantation. HCC may arise in non-cirrhotic liver in the setting of NAFLD and is associated with the presence of the metabolic syndrome (MetS) and male gender. The MetS and its components also play a key role in the histological progression of NAFLD, however other genetic and environmental factors may also influence the natural history. The importance of NAFLD in terms of overall survival extends beyond the liver where cardiovascular disease and malignancy represents additional important causes of death.</p>
      </abstract>
      <kwd-group>
        <kwd>nonalcoholic fatty liver</kwd>
        <kwd>non-alcoholic steatohepatitis</kwd>
        <kwd>fibrosis</kwd>
        <kwd>hepatocellular carcinoma</kwd>
        <kwd>cirrhosis</kwd>
        <kwd>non-cirrhotic</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1-ijms-17-00774" sec-type="intro">
      <title>1. Introduction</title>
      <p>The prevalence of non-alcoholic fatty liver disease (NAFLD) parallels that of obesity, which has steadily risen throughout the world over the past thirty years [<xref ref-type="bibr" rid="B1-ijms-17-00774">1</xref>]. The natural history of NAFLD in some individuals, is to progress to end-stage liver disease. Thus, NAFLD is projected to become the leading cause of liver related morbidity and mortality within 20 years and a leading indication for liver transplantation in the next few years [<xref ref-type="bibr" rid="B2-ijms-17-00774">2</xref>]. Although the potential for NAFLD to progress to both cirrhosis and hepatocellular carcinoma (HCC) has been recognized for decades, more recent insights have helped define the magnitude of risk of progression and led to the understanding that NAFLD is a leading cause of cryptogenic cirrhosis [<xref ref-type="bibr" rid="B3-ijms-17-00774">3</xref>,<xref ref-type="bibr" rid="B4-ijms-17-00774">4</xref>,<xref ref-type="bibr" rid="B5-ijms-17-00774">5</xref>,<xref ref-type="bibr" rid="B6-ijms-17-00774">6</xref>]. More recently, accumulating evidence has also led to the hypotheses that even steatosis and mild inflammation can progress to fibrosis and HCC [<xref ref-type="bibr" rid="B7-ijms-17-00774">7</xref>,<xref ref-type="bibr" rid="B8-ijms-17-00774">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>]. Nevertheless, the natural history of NAFLD remains incompletely defined, with key knowledge gaps including the lack of understanding behind the substantial inter-individual variation in disease progression and outcomes and understanding of the links between NAFLD and HCC. In this review we provide an up to date assessment of the natural history of NAFLD and emerging evidence that may impact the management of this disease in the future.</p>
    </sec>
    <sec id="sec2-ijms-17-00774">
      <title>2. Histological Course of Non-Alcoholic Fatty Liver Disease (NAFLD)</title>
      <p>Non-alcoholic fatty liver disease (NAFLD) encompasses a histological spectrum from non-alcoholic fatty liver (NAFL), which is characterized by steatosis with no or minor inflammation, to non-alcoholic steatohepatitis (NASH) where inflammation and ballooning is present, with or without fibrosis. The natural history of NASH tends to parallels the more aggressive histological picture, with prospective cohort studies demonstrating a higher rate of morbidity and mortality compared to NAFL, particularly when fibrosis is present [<xref ref-type="bibr" rid="B10-ijms-17-00774">10</xref>,<xref ref-type="bibr" rid="B11-ijms-17-00774">11</xref>]. Nevertheless, a limited amount of high-quality prospective data on the progression of NAFLD exists, particularly in the primary-care setting, where routine biochemical indices do not accurately reflect disease activity or progression. Paired liver biopsy studies from tertiary care cohorts provide valuable information however are limited in their generalizability due to selection bias.</p>
      <p>At least 12 studies have analysed the progression of steatosis, steatohepatitis, and fibrosis in NAFLD cohorts by utilizing paired liver biopsies [<xref ref-type="bibr" rid="B7-ijms-17-00774">7</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>,<xref ref-type="bibr" rid="B11-ijms-17-00774">11</xref>,<xref ref-type="bibr" rid="B12-ijms-17-00774">12</xref>,<xref ref-type="bibr" rid="B13-ijms-17-00774">13</xref>,<xref ref-type="bibr" rid="B14-ijms-17-00774">14</xref>,<xref ref-type="bibr" rid="B15-ijms-17-00774">15</xref>,<xref ref-type="bibr" rid="B16-ijms-17-00774">16</xref>,<xref ref-type="bibr" rid="B17-ijms-17-00774">17</xref>,<xref ref-type="bibr" rid="B18-ijms-17-00774">18</xref>,<xref ref-type="bibr" rid="B19-ijms-17-00774">19</xref>,<xref ref-type="bibr" rid="B20-ijms-17-00774">20</xref>]. These studies suggest that one third of patients with NAFL and NASH have progressive fibrosis and 20% will have some regression over an average follow-up between 2.2 and 13.8 years [<xref ref-type="bibr" rid="B7-ijms-17-00774">7</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>,<xref ref-type="bibr" rid="B11-ijms-17-00774">11</xref>,<xref ref-type="bibr" rid="B12-ijms-17-00774">12</xref>,<xref ref-type="bibr" rid="B13-ijms-17-00774">13</xref>,<xref ref-type="bibr" rid="B14-ijms-17-00774">14</xref>,<xref ref-type="bibr" rid="B15-ijms-17-00774">15</xref>,<xref ref-type="bibr" rid="B16-ijms-17-00774">16</xref>,<xref ref-type="bibr" rid="B17-ijms-17-00774">17</xref>,<xref ref-type="bibr" rid="B18-ijms-17-00774">18</xref>,<xref ref-type="bibr" rid="B19-ijms-17-00774">19</xref>,<xref ref-type="bibr" rid="B20-ijms-17-00774">20</xref>,<xref ref-type="bibr" rid="B21-ijms-17-00774">21</xref>,<xref ref-type="bibr" rid="B22-ijms-17-00774">22</xref>,<xref ref-type="bibr" rid="B23-ijms-17-00774">23</xref>]. The rate of fibrosis progression is characteristically slow with a recent meta-analysis determining an average progression of one stage to take 7.7 years [<xref ref-type="bibr" rid="B24-ijms-17-00774">24</xref>]. Nevertheless, the rate of progression is twice as high in NASH subjects and a sub-group of both NASH and NAFL patients may progress rapidly from no fibrosis to advanced fibrosis over an average six year period [<xref ref-type="bibr" rid="B8-ijms-17-00774">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>]. In contrast to fibrosis progression over time, features of steatosis, inflammation and ballooning tend to reduce which is paralleled by reduction in amino-transaminase levels [<xref ref-type="bibr" rid="B12-ijms-17-00774">12</xref>]. Factors that may influence the histological progression of NASH are illustrated in <xref ref-type="table" rid="ijms-17-00774-t001">Table 1</xref>, <xref ref-type="fig" rid="ijms-17-00774-f001">Figure 1</xref> and outlined below.</p>
    </sec>
    <sec id="sec3-ijms-17-00774">
      <title>3. Predictors of Progressive Fibrosis in Non-Alcoholic Steatohepatitis (NASH)</title>
      <sec id="sec3dot1-ijms-17-00774">
        <title>3.1. Sex</title>
        <p>No consistent relationship between sex and fibrosis has been found in NASH, with cross-sectional studies reporting conflicting findings [<xref ref-type="bibr" rid="B25-ijms-17-00774">25</xref>,<xref ref-type="bibr" rid="B26-ijms-17-00774">26</xref>]. The relationship between sex and fibrosis may be influenced by menopausal status; cross-sectional studies have found men and post-menopausal women to have a higher risk of fibrosis compared with pre-menopausal women, and early menopause and duration of menopause to be associated with a higher risk of fibrosis [<xref ref-type="bibr" rid="B27-ijms-17-00774">27</xref>,<xref ref-type="bibr" rid="B28-ijms-17-00774">28</xref>].</p>
      </sec>
      <sec id="sec3dot2-ijms-17-00774">
        <title>3.2. Race and Ethnicity</title>
        <p>Hispanic patients have an increased prevalence of NAFLD compared to Caucasians; however, there appears to be no difference in degree of liver injury between these ethnic groups [<xref ref-type="bibr" rid="B29-ijms-17-00774">29</xref>,<xref ref-type="bibr" rid="B30-ijms-17-00774">30</xref>]. In contrast, Asian patients may be prone to more severe histological changes including ballooning, whereas African-Americans may have less severe histology, although factors such as diet may be confounding this relationship [<xref ref-type="bibr" rid="B31-ijms-17-00774">31</xref>,<xref ref-type="bibr" rid="B32-ijms-17-00774">32</xref>,<xref ref-type="bibr" rid="B33-ijms-17-00774">33</xref>].</p>
      </sec>
      <sec id="sec3dot3-ijms-17-00774">
        <title>3.3. Genetic Polymorphisms</title>
        <p>Polymorphisms in the <italic>PNPLA3</italic> and <italic>TM6SF2</italic> genes are common in the general population with minor allele frequencies of 20%&#x2013;50% and 10%, respectively [<xref ref-type="bibr" rid="B34-ijms-17-00774">34</xref>]. The rs738409 and rs58542926 single nucleotide polymorphisms (SNP&#x2019;s) of these respective genes have been identified by genome-wide association studies to be associated with an increased risk of NAFLD, as well the presence of more severe liver histology (<italic>i.e.</italic>, NASH and fibrosis) [<xref ref-type="bibr" rid="B34-ijms-17-00774">34</xref>,<xref ref-type="bibr" rid="B35-ijms-17-00774">35</xref>,<xref ref-type="bibr" rid="B36-ijms-17-00774">36</xref>,<xref ref-type="bibr" rid="B37-ijms-17-00774">37</xref>,<xref ref-type="bibr" rid="B38-ijms-17-00774">38</xref>]. One study of over 1000 individuals with biopsy proven NAFLD, demonstrated these SNPs were associated with a 40% to 88% increased risk for advanced (F2-4) fibrosis after adjustment for age, sex, and metabolic variables [<xref ref-type="bibr" rid="B34-ijms-17-00774">34</xref>]. Similarly, a SNP in the <italic>IFNL4</italic> gene, which is associated with response to interferon based treatment in chronic hepatitis C, has also been associated with fibrosis in NAFLD and has been amalgamated into a predictive score in conjunction with other clinical factors [<xref ref-type="bibr" rid="B39-ijms-17-00774">39</xref>].</p>
      </sec>
      <sec id="sec3dot4-ijms-17-00774">
        <title>3.4. Age</title>
        <p>Cross-sectional studies have demonstrated increasing age to be consistently associated with more severe fibrosis in NASH patients; however, this may reflect the cumulative sum of metabolic exposures and longer duration of NAFL/NASH in these populations [<xref ref-type="bibr" rid="B26-ijms-17-00774">26</xref>,<xref ref-type="bibr" rid="B40-ijms-17-00774">40</xref>,<xref ref-type="bibr" rid="B41-ijms-17-00774">41</xref>]. In contrast, longitudinal studies have not consistently demonstrated age to impact the rate of fibrosis progression [<xref ref-type="bibr" rid="B24-ijms-17-00774">24</xref>].</p>
      </sec>
      <sec id="sec3dot5-ijms-17-00774">
        <title>3.5. Metabolic Features</title>
        <p>Diabetes and obesity have demonstrated to be predictive of a higher rate of fibrosis progression in some but not all longitudinal studies [<xref ref-type="bibr" rid="B7-ijms-17-00774">7</xref>,<xref ref-type="bibr" rid="B8-ijms-17-00774">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>,<xref ref-type="bibr" rid="B12-ijms-17-00774">12</xref>,<xref ref-type="bibr" rid="B22-ijms-17-00774">22</xref>]. An increase or decrease in body mass index over time, has been associated with progression or resolution of liver fibrosis respectively in NAFLD patients and the emergence of diabetes also appears to parallel fibrosis progression, whereas improved glycemic control parallels fibrosis improvement [<xref ref-type="bibr" rid="B7-ijms-17-00774">7</xref>,<xref ref-type="bibr" rid="B8-ijms-17-00774">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>,<xref ref-type="bibr" rid="B22-ijms-17-00774">22</xref>]. One meta-analysis examining the full spectrum of NAFLD found hypertension to be a risk factor for fibrosis progression, however an earlier meta-analysis limited to NASH patients did not [<xref ref-type="bibr" rid="B24-ijms-17-00774">24</xref>,<xref ref-type="bibr" rid="B42-ijms-17-00774">42</xref>].</p>
      </sec>
      <sec id="sec3dot6-ijms-17-00774">
        <title>3.6. Histological Factors</title>
        <p>The degree of hepatic steatosis does not appear to predict disease progression in NASH. The degree of inflammation however, has been associated with progression to advanced fibrosis in a meta-analysis, but not in any single cohort study [<xref ref-type="bibr" rid="B24-ijms-17-00774">24</xref>].</p>
      </sec>
    </sec>
    <sec id="sec4-ijms-17-00774">
      <title>4. Clinical Course of NAFLD</title>
      <sec id="sec4dot1-ijms-17-00774">
        <title>4.1. Liver Cirrhosis, Decompensation, and Liver Related Mortality</title>
        <p>Overall, the risk of progression to cirrhosis and decompensation in NAFLD patients is low with a population based study demonstrating an incidence of 3.1% for both end-points over a mean 7.6 year follow-up [<xref ref-type="bibr" rid="B43-ijms-17-00774">43</xref>]. Nevertheless, the risk of cirrhosis may be underestimated given the lack of systematic evaluation for its development in the community.</p>
        <p>The risk of progression to end-stage liver disease is influenced by the severity of underlying liver histology; the majority of patients with NAFLD have simple steatosis, however, up to 30% of patients may have NASH [<xref ref-type="bibr" rid="B44-ijms-17-00774">44</xref>] and are at greater risk. Several studies with up to 20 years follow-up, have demonstrated that the risk of progression to cirrhosis in patients with simple steatosis is between 0% and 4% [<xref ref-type="bibr" rid="B6-ijms-17-00774">6</xref>,<xref ref-type="bibr" rid="B45-ijms-17-00774">45</xref>,<xref ref-type="bibr" rid="B46-ijms-17-00774">46</xref>]. In contrast, estimates of progression to cirrhosis in NASH patients varies with 10% developing decompensated liver disease over 13 years [<xref ref-type="bibr" rid="B11-ijms-17-00774">11</xref>] and 25% developing cirrhosis over nine years [<xref ref-type="bibr" rid="B11-ijms-17-00774">11</xref>]. The rate of progression is clearly heavily influenced by the underlying fibrosis stage, with NASH patients without fibrosis at significantly lower risk compared to those with advanced fibrosis. Progression to advanced fibrosis and cirrhosis is not uniform in all patients and metabolic factors such as presence of glucose intolerance and Type 2 diabetes mellitus (T2DM) may play a key role in this progression [<xref ref-type="bibr" rid="B47-ijms-17-00774">47</xref>,<xref ref-type="bibr" rid="B48-ijms-17-00774">48</xref>].</p>
        <p>Once cirrhosis has developed, the risk of developing a major complication of portal hypertension is 17%, 23%, and 52% at one, three, and 10 years, respectively [<xref ref-type="bibr" rid="B49-ijms-17-00774">49</xref>]. The survival of patients with NASH cirrhosis falls markedly once decompensation occurs, with a median survival of approximately two years [<xref ref-type="bibr" rid="B50-ijms-17-00774">50</xref>]. Today, NAFLD is the second commonest etiology for listing for liver transplantation, and on the trajectory of becoming the most common cause [<xref ref-type="bibr" rid="B51-ijms-17-00774">51</xref>,<xref ref-type="bibr" rid="B52-ijms-17-00774">52</xref>,<xref ref-type="bibr" rid="B53-ijms-17-00774">53</xref>,<xref ref-type="bibr" rid="B54-ijms-17-00774">54</xref>]. Notably, the burden of NAFLD related cirrhosis may be under-estimated, as the histological signs of steatohepatitis may no longer be present at the cirrhotic stage of disease [<xref ref-type="bibr" rid="B55-ijms-17-00774">55</xref>]. Caldwell <italic>et al.</italic> noted that a large proportion of patients with cryptogenic cirrhosis had been exposed to metabolic risk factors [<xref ref-type="bibr" rid="B4-ijms-17-00774">4</xref>] and almost half of the cases of &#x201C;cryptogenic&#x201D; cirrhosis could ultimately be traced to the end-stage evolution of NASH [<xref ref-type="bibr" rid="B39-ijms-17-00774">39</xref>].</p>
        <p>Compared with individuals of the general population of the same age and gender, those with NAFLD have a lower than expected survival, at a standardized mortality ratio from 1.34 to 1.69 according to American and Swedish studies [<xref ref-type="bibr" rid="B11-ijms-17-00774">11</xref>,<xref ref-type="bibr" rid="B12-ijms-17-00774">12</xref>]. The increase in mortality hazard is likely in part, to be related to increased liver related mortality, with liver death the third commonest cause of death in two large cohort studies [<xref ref-type="bibr" rid="B11-ijms-17-00774">11</xref>,<xref ref-type="bibr" rid="B12-ijms-17-00774">12</xref>].</p>
      </sec>
      <sec id="sec4dot2-ijms-17-00774">
        <title>4.2. Non-Liver Related Death</title>
        <p>NAFLD is associated with a significantly higher overall mortality compared to the age and sex-matched general population, which in part is likely related to excess vascular as well as liver-related death. Cross-sectional population-based studies and meta-analysis have demonstrated NAFLD to be independently associated with predictors of cardiovascular disease including endothelial dysfunction, arterial stiffness and myocardial dysfunction [<xref ref-type="bibr" rid="B56-ijms-17-00774">56</xref>,<xref ref-type="bibr" rid="B57-ijms-17-00774">57</xref>,<xref ref-type="bibr" rid="B58-ijms-17-00774">58</xref>,<xref ref-type="bibr" rid="B59-ijms-17-00774">59</xref>]. Notably, NAFLD results in hepatic insulin resistance, increased fasting glucose levels and an atherogenic lipid profile [<xref ref-type="bibr" rid="B60-ijms-17-00774">60</xref>], and NASH is associated with increased levels of inflammatory pro-atherogenic cytokines, hyper-coagulable factors, and adhesion molecules [<xref ref-type="bibr" rid="B61-ijms-17-00774">61</xref>].</p>
        <p>Supporting these observations, analysis of over 11,000 participants in the NAHNES study conducted between 1989 and 2004 with median follow up of 14.5 years, demonstrated increased (69%) overall mortality in NAFLD patients with advanced fibrosis assessed by means of NAFLD fibrosis score, APRI and FIB 4. The increase in mortality in this subgroup was largely driven by cardiovascular disease (CVD) (adjusted hazard ratio 2.7 to 3.5) [<xref ref-type="bibr" rid="B62-ijms-17-00774">62</xref>]. Other cohort studies have suggested that other sub-groups of NAFLD patients, such as those with type 2 diabetes [<xref ref-type="bibr" rid="B63-ijms-17-00774">63</xref>] or men with an elevated gamma-glutamyl transpeptidase [<xref ref-type="bibr" rid="B57-ijms-17-00774">57</xref>], may have an increased risk of CVD events compared to subjects without NAFLD. Thus, there may be other genetic or environmental factors that modify the association between NAFLD and CVD. Lastly, severity of liver histology may stratify risk of cardiovascular mortality with Ekstedt and colleagues demonstrating that subjects with simple steatosis did not have an increased risk of all-cause death or death related to CVD, but those with NASH were twice as likely to die from CVD compared to the reference general population (15.5% <italic>vs.</italic> 7.5%) over a mean follow-up period of 13.7 years [<xref ref-type="bibr" rid="B64-ijms-17-00774">64</xref>].</p>
      </sec>
    </sec>
    <sec id="sec5-ijms-17-00774">
      <title>5. Evolving Concepts</title>
      <sec id="sec5dot1-ijms-17-00774">
        <title>5.1. NAFL vs. NASH</title>
        <p>A pioneer research published in 2006 compared the levels of serum concentrations of transforming growth factor-beta1 (TGF-&#x3B2;1) a marker of fibrosis, and ferritin between NAFL, and NASH patients [<xref ref-type="bibr" rid="B40-ijms-17-00774">40</xref>]. No differences in the serum levels of TGF-&#x3B2;1 and ferritin were found between NAFL and NASH groups. Authors suggested that both NAFLD spectrums share common aspects regarding their progression and NAFL perhaps not so benign. Recent reports suggest NAFL may not be as benign as previously thought, with evidence of progression to advanced fibrosis, challenging the paradigm that risk of fibrosis progression is dichotomized according to the presence or absence of NASH (<xref ref-type="table" rid="ijms-17-00774-t002">Table 2</xref>). Wong <italic>et al.</italic> [<xref ref-type="bibr" rid="B7-ijms-17-00774">7</xref>] reported in a prospective study of paired liver biopsies taken a median three years apart, that 58% of patients with histological NAFLD activity score (NAS) &lt;3 (<italic>i.e.</italic>, non-NASH) increased their activity score and 28% had fibrosis progression at three years. Fibrosis progression was seen in 20% to 30% of patients with both low and high NAS scores. Twenty-three per cent of patients with simple steatosis developed NASH in 3 years.</p>
        <p>A retrospective study analysing a database of 70 NAFLD patients with paired biopsies showed that patients with NAFL can evolve towards well-defined steatohepatitis, and in some of them, bridging fibrosis after a follow-up of less than 5 years. The presence of mild lobular inflammation or any amount of fibrosis substantially increased the risk of histological progression in the mid-term while those with steatosis alone are at lowest risk [<xref ref-type="bibr" rid="B8-ijms-17-00774">8</xref>]. More recently McPherson <italic>et al.</italic> [<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>] in the DELTA study included 108 patients with paired liver biopsies over a median of 6.6 years; they found overall that NAFLD had a variable natural history with 42% of patients having progression of fibrosis and 18% having regression of fibrosis. Of those with NAFL at the index liver biopsy, 44% progressed to NASH and 37% had progression of fibrosis, including 6 patients who developed stage three fibrosis.</p>
        <p>Lastly, Singh <italic>et al.</italic> conducted a systematic review and meta-analysis of 11 studies involving 411 patients with paired liver biopsies [<xref ref-type="bibr" rid="B24-ijms-17-00774">24</xref>]. Patients with both NAFL and NASH were found to develop progressive liver fibrosis, although the rate of fibrosis progression was higher in those with NASH than NAFL (one-stage progression over 7.1 years <italic>vs.</italic> 14.3 years, respectively). Collectively, these studies suggest that overall NAFL has a more indolent rate of progression than NASH; however, there is considerable heterogeneity, with one quarter of NAFL patients developing bridging fibrosis over a relatively short time period. Currently, reliable histological and clinical predictors of disease progression are lacking, however it appears that worsening metabolic disease (weight gain, diabetes) frequently parallels the histological progression [<xref ref-type="bibr" rid="B8-ijms-17-00774">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>].</p>
      </sec>
      <sec id="sec5dot2-ijms-17-00774">
        <title>5.2. Prognostic Significance of NASH vs. Fibrosis</title>
        <p>The prognosis of an individual patient with NAFLD is highly variable. A greater likelihood of progressive disease was initially described in those patients with NASH, which is often defined according to the NAFLD activity score (NAS score). The NAS is the unbalanced sum of steatosis, ballooning, and lobular inflammation [<xref ref-type="bibr" rid="B10-ijms-17-00774">10</xref>], and was originally developed as a tool for assessing efficacy in clinical trials, however has been applied more widely to define NASH and assess histological activity.</p>
        <p>Recent evidence coming from prospective cohort studies suggest that fibrosis predicts liver and non-liver related mortality more reliably than NAS or its individual components [<xref ref-type="bibr" rid="B64-ijms-17-00774">64</xref>,<xref ref-type="bibr" rid="B65-ijms-17-00774">65</xref>,<xref ref-type="bibr" rid="B66-ijms-17-00774">66</xref>]. A study by Younossi <italic>et al.</italic> of 209 NAFLD patients with a median follow up of 12 years found that advanced fibrosis was the only histological lesion independently associated with liver-related mortality (hazard ratio = 5.68, 95% confidence interval (1.5&#x2013;21.4) [<xref ref-type="bibr" rid="B66-ijms-17-00774">66</xref>] More recently Ekstedt and colleagues analysed a cohort of 229 biopsy proven NAFLD patients followed for a mean of 26.4 years [<xref ref-type="bibr" rid="B62-ijms-17-00774">62</xref>]. Overall, NAFLD patients had an increased mortality compared with a matched reference population with NAFLD subjects with fibrosis stage three or four at baseline having the worst prognosis (HR 3.3, CI 2.27&#x2013;4.76, <italic>p</italic> &lt; 0.001). In contrast patients with a high NAS (5&#x2013;8) without severe fibrosis did not have increase mortality compared with reference population. Finally, Angulo <italic>et al.</italic> conducted an international multicentre cohort study to determine the long term prognostic significance of histologic features of NAFLD [<xref ref-type="bibr" rid="B65-ijms-17-00774">65</xref>]. This study confirmed that fibrosis stage rather than NASH, was the most important histological feature associated with overall survival and liver-related complications. Notably, even patients with mild fibrosis (stage 1) had a greater hazard for overall mortality compared to those with no fibrosis, although only those with moderate fibrosis (stage F2 and above) had a greater risk of liver related complications such as ascites, encephalopathy or varices. These studies emphasize the need to assess fibrosis routinely in all patients with NAFLD to assess their prognosis and, thus, need for monitoring and liver targeted treatment.</p>
      </sec>
    </sec>
    <sec id="sec6-ijms-17-00774">
      <title>6. Hepatocellular Carcinoma (HCC)</title>
      <sec id="sec6dot1-ijms-17-00774">
        <title>6.1. HCC in NAFLD</title>
        <p>HCC is the six most common cancer worldwide, the third most common cause of cancer related death and has a globally rising incidence [<xref ref-type="bibr" rid="B67-ijms-17-00774">67</xref>,<xref ref-type="bibr" rid="B68-ijms-17-00774">68</xref>]. Several studies have demonstrated an association between MetS, T2DM as well as obesity, with HCC, suggesting that NAFLD is playing a significant role in the rising incidence of HCC [<xref ref-type="bibr" rid="B67-ijms-17-00774">67</xref>,<xref ref-type="bibr" rid="B69-ijms-17-00774">69</xref>,<xref ref-type="bibr" rid="B70-ijms-17-00774">70</xref>]. The potential mechanisms relating MetS, obesity, diabetes, NAFLD, and HCC, particularly in the absence of cirrhosis, are probably related to the pathogenesis of the underlying disease rather than to fibrosis alone. A fertile soil for liver carcinogenesis include insulin resistance and hepatic steatosis promoting adipose tissue-derived inflammation, hormonal changes (adipokines), oxidative stress, lipopoxicity, and stimulation of insulin-like growth factor [<xref ref-type="bibr" rid="B21-ijms-17-00774">21</xref>,<xref ref-type="bibr" rid="B69-ijms-17-00774">69</xref>,<xref ref-type="bibr" rid="B70-ijms-17-00774">70</xref>]. Gut microbiome, diet, and genetics are increasingly important factors. Intestinal dysbiosis associated with obesity modify the gut microbiome and promotes the release of endotoxins [<xref ref-type="bibr" rid="B22-ijms-17-00774">22</xref>]. High-fat diets and high fructose intake can worsen the cytokine pattern and promote lipoperoxidation [<xref ref-type="bibr" rid="B70-ijms-17-00774">70</xref>]. Genetics contributes to increase the risk of HCC, mainly through the <italic>PNPLA3</italic> rs738409 variant [<xref ref-type="bibr" rid="B23-ijms-17-00774">23</xref>].</p>
        <p>NASH was found to be the third most common risk factor for HCC in a U.S. veterans population of 1500 with HCC diagnosed over a six year period [<xref ref-type="bibr" rid="B71-ijms-17-00774">71</xref>]. Nevertheless, HCC remains an uncommon complication of NAFLD and heavily influenced by the presence or absence of underlying cirrhosis. For example, one Japanese study of 6508 individuals with ultrasound diagnosed NAFLD, found the HCC incidence to be only 0.2% after eight years, however subjects with advanced fibrosis determined by the AST-Platelet Ratio Index, had a 25-fold increase in risk [<xref ref-type="bibr" rid="B72-ijms-17-00774">72</xref>]. Of concern however, are emerging reports of the development of HCC in non-cirrhotic patients; however, the magnitude of this risk remains to be defined [<xref ref-type="bibr" rid="B73-ijms-17-00774">73</xref>,<xref ref-type="bibr" rid="B74-ijms-17-00774">74</xref>,<xref ref-type="bibr" rid="B75-ijms-17-00774">75</xref>].</p>
      </sec>
      <sec id="sec6dot2-ijms-17-00774">
        <title>6.2. HCC in NAFLD Cirrhosis</title>
        <p>The cumulative incidence of HCC in NASH cirrhosis ranges between 2.4% and 12.8% over a 3.2&#x2013;7.2 year period, and the cumulative HCC mortality in NAFLD/NASH cohorts is 0%&#x2013;3% over 5.6&#x2013;21 years [<xref ref-type="bibr" rid="B76-ijms-17-00774">76</xref>]. A large series of 195 NAFLD cirrhosis patients from the Cleveland Clinic found the annual incidence of HCC to be marginally lower than a comparative population of hepatitis C cirrhosis patients (2.6% <italic>vs.</italic> 4.0%, <italic>p</italic> = 0.09) [<xref ref-type="bibr" rid="B77-ijms-17-00774">77</xref>]. These findings have been replicated in other American and Japanese cohorts [<xref ref-type="bibr" rid="B50-ijms-17-00774">50</xref>,<xref ref-type="bibr" rid="B78-ijms-17-00774">78</xref>]. All these studies performs a defined protocol excluding other etiologies of HCC including Hepatitis C and Hepatitis B virus infection. Risk factors for HCC development in the NASH population included diabetes, age, any previous alcohol consumption and the presence of intra-hepatic iron [<xref ref-type="bibr" rid="B77-ijms-17-00774">77</xref>,<xref ref-type="bibr" rid="B79-ijms-17-00774">79</xref>]. Interestingly, the use of metformin in patients with type 2 diabetes has been associated with a reduced risk of HCC, suggesting that this risk factor may be modifiable [<xref ref-type="bibr" rid="B80-ijms-17-00774">80</xref>].</p>
        <p>Once HCC develops in NAFLD cirrhotic patients, survival appears to be shorter survival than patients with HCV-HCC [<xref ref-type="bibr" rid="B81-ijms-17-00774">81</xref>]. This may be related to patients with HCC resulting from NAFLD being older, having larger tumours, and being less likely to be diagnosed by surveillance compared with HCC caused by viral hepatitis [<xref ref-type="bibr" rid="B82-ijms-17-00774">82</xref>,<xref ref-type="bibr" rid="B83-ijms-17-00774">83</xref>,<xref ref-type="bibr" rid="B84-ijms-17-00774">84</xref>]. Nevertheless, among patients that have liver function and tumours eligible for curative HCC treatment, overall survival is similar or better that comparable patients with hepatitis C or alcohol induced cirrhosis [<xref ref-type="bibr" rid="B81-ijms-17-00774">81</xref>,<xref ref-type="bibr" rid="B84-ijms-17-00774">84</xref>].</p>
      </sec>
      <sec id="sec6dot3-ijms-17-00774">
        <title>6.3. HCC in NAFLD without Cirrhosis</title>
        <p>The development of HCC in non-cirrhotic patients with NAFLD is increasingly reported with cross-sectional studies demonstrating between 15% and 50% of cases being diagnosed without cirrhosis [<xref ref-type="bibr" rid="B73-ijms-17-00774">73</xref>,<xref ref-type="bibr" rid="B81-ijms-17-00774">81</xref>,<xref ref-type="bibr" rid="B85-ijms-17-00774">85</xref>,<xref ref-type="bibr" rid="B86-ijms-17-00774">86</xref>]. Moreover, HCCs have been reported to arise in subjects without evidence of NASH or fibrosis but just simple steatosis [<xref ref-type="bibr" rid="B83-ijms-17-00774">83</xref>]. A minority of these cases may be related to transformation of hepatic adenomas, whereas the majority appear to be related to risk factors for NAFLD, namely the MetS, obesity, and diabetes [<xref ref-type="bibr" rid="B87-ijms-17-00774">87</xref>]. Several studies have also suggested that HCC originating in non-cirrhotic patients with NASH and/or the metabolic syndrome, are more likely to be male [<xref ref-type="bibr" rid="B85-ijms-17-00774">85</xref>,<xref ref-type="bibr" rid="B86-ijms-17-00774">86</xref>,<xref ref-type="bibr" rid="B87-ijms-17-00774">87</xref>].</p>
        <p>Not surprisingly, HCC associated with non-cirrhotic NAFLD is less likely to be detected during surveillance and thus is more likely to be more advanced when compared to HCC in cirrhosis patients [<xref ref-type="bibr" rid="B68-ijms-17-00774">68</xref>,<xref ref-type="bibr" rid="B81-ijms-17-00774">81</xref>,<xref ref-type="bibr" rid="B84-ijms-17-00774">84</xref>]. Nevertheless, survival is equivalent or better in non-cirrhotic NAFLD patients when compared to subjects with cirrhotic-HCC, likely due to preserved liver function.</p>
      </sec>
    </sec>
    <sec id="sec7-ijms-17-00774" sec-type="conclusions">
      <title>7. Conclusions</title>
      <p>NAFLD is common in the general population, however the natural history and impact on patient morbidity and mortality is widely divergent. Metabolic factors, such as diabetes, obesity, and hypertension, as well as common genetic polymorphisms in the <italic>PNPLA3</italic> and <italic>TM6SF2</italic> genes, influence the severity of underlying liver histology and, thus, are likely to impact on risk of developing cirrhosis and HCC. Recent studies have demonstrated NAFL in addition to NASH, may lead to progressive fibrosis and have emphasized the importance of fibrosis level in determining future mortality risk. A greater understanding of the factors that alter the natural history of NAFLD will lead to better prognostication and targeting of NAFLD populations at greatest risk for specific therapies.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgments</title>
      <p>Luis Calzadilla Bertot has been awarded a scholarship from the Liver Foundation of Western Australia.</p>
    </ack>
    <notes>
      <title>Author Contributions</title>
      <p>Luis Calzadilla Bertot and Leon Anton Adams reviewed the literature and wrote the article.</p>
    </notes>
    <notes>
      <title>Conflicts of Interest</title>
      <p>The authors declare no conflict of interest.</p>
    </notes>
	<glossary>
    <gloss-group>
    <title>Abbreviations</title>
    <array>
    <tbody>
            <tr>
              <td align="left" valign="middle">NAFLD</td>
              <td align="left" valign="middle">Nonalcoholic fatty liver disease</td>
            </tr>
            <tr>
              <td align="left" valign="middle">T2DM</td>
              <td align="left" valign="middle">Type 2 Diabetes mellitus</td>
            </tr>
            <tr>
              <td align="left" valign="middle">NASH</td>
              <td align="left" valign="middle">Nonalcoholic steatohepatitis</td>
            </tr>
            <tr>
              <td align="left" valign="middle">HCC</td>
              <td align="left" valign="middle">Hepatocellular carcinoma</td>
            </tr>
            <tr>
              <td align="left" valign="middle">MetS</td>
              <td align="left" valign="middle">Metabolic syndrome</td>
            </tr>
            <tr>
              <td align="left" valign="middle">NAFL</td>
              <td align="left" valign="middle">Nonalcoholic fatty liver</td>
            </tr>
            <tr>
              <td align="left" valign="middle">SNP&#x2019;s</td>
              <td align="left" valign="middle">Single nucleotide polymorphisms</td>
            </tr>
            <tr>
              <td align="left" valign="middle">CVD</td>
              <td align="left" valign="middle">Cardiovascular disease</td>
            </tr>
            <tr>
              <td align="left" valign="middle">NAS</td>
              <td align="left" valign="middle">NAFLD activity score</td>
            </tr>
            <tr>
              <td align="left" valign="middle">TGF-&#x3B2;1</td>
              <td align="left" valign="middle">Transforming growth factor-beta1</td>
            </tr>
          </tbody>
    </array>
    </gloss-group>
    </glossary>
    <ref-list>
      <title>References</title>
      <ref id="B1-ijms-17-00774">
        <label>1.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <collab>NCD-RisC</collab>
          </person-group>
          <article-title>Trends in adult body mass index in 200 countries from 1975 to 2014</article-title>
          <source>Lancet</source>
          <year>2016</year>
          <volume>387</volume>
          <fpage>1377</fpage>
          <lpage>1396</lpage>
        </citation>
      </ref>
      <ref id="B2-ijms-17-00774">
        <label>2.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ray</surname>
              <given-names>K.</given-names>
            </name>
          </person-group>
          <article-title>NAFLD&#x2013;The next global epidemic</article-title>
          <source>Nat. Rev. Gastroenterol. Hepatol.</source>
          <year>2013</year>
          <volume>10</volume>
          <fpage>621</fpage>
          <pub-id pub-id-type="doi">10.1038/nrgastro.2013.197</pub-id>
          <pub-id pub-id-type="pmid">24185985</pub-id>
        </citation>
      </ref>
      <ref id="B3-ijms-17-00774">
        <label>3.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Powell</surname>
              <given-names>E.E.</given-names>
            </name>
            <name>
              <surname>Cooksley</surname>
              <given-names>W.G.E.</given-names>
            </name>
            <name>
              <surname>Hanson</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Searle</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Halliday</surname>
              <given-names>J.W.</given-names>
            </name>
            <name>
              <surname>Powell</surname>
              <given-names>W.</given-names>
            </name>
          </person-group>
          <article-title>The natural history of nonalcoholic steatohepatitis: A follow-up study of forty-two patients for up to 21 years</article-title>
          <source>Hepatology</source>
          <year>1990</year>
          <volume>11</volume>
          <fpage>74</fpage>
          <lpage>80</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.1840110114</pub-id>
          <pub-id pub-id-type="pmid">2295475</pub-id>
        </citation>
      </ref>
      <ref id="B4-ijms-17-00774">
        <label>4.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Caldwell</surname>
              <given-names>S.H.</given-names>
            </name>
            <name>
              <surname>Oelsner</surname>
              <given-names>D.H.</given-names>
            </name>
            <name>
              <surname>Iezzoni</surname>
              <given-names>J.C.</given-names>
            </name>
            <name>
              <surname>Hespenheide</surname>
              <given-names>E.E.</given-names>
            </name>
            <name>
              <surname>Battle</surname>
              <given-names>E.H.</given-names>
            </name>
            <name>
              <surname>Driscoll</surname>
              <given-names>C.J.</given-names>
            </name>
          </person-group>
          <article-title>Cryptogenic cirrhosis: Clinical characterization and risk factors for underlying disease</article-title>
          <source>Hepatology</source>
          <year>1999</year>
          <volume>29</volume>
          <fpage>664</fpage>
          <lpage>669</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.510290347</pub-id>
          <pub-id pub-id-type="pmid">10051466</pub-id>
        </citation>
      </ref>
      <ref id="B5-ijms-17-00774">
        <label>5.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Poonawala</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Nair</surname>
              <given-names>S.P.</given-names>
            </name>
            <name>
              <surname>Thuluvath</surname>
              <given-names>P.J.</given-names>
            </name>
          </person-group>
          <article-title>Prevalence of obesity and diabetes in patients with cryptogenic cirrhosis: A case-control study</article-title>
          <source>Hepatology</source>
          <year>2000</year>
          <volume>32</volume>
          <fpage>689</fpage>
          <lpage>692</lpage>
          <pub-id pub-id-type="doi">10.1053/jhep.2000.17894</pub-id>
          <pub-id pub-id-type="pmid">11003611</pub-id>
        </citation>
      </ref>
      <ref id="B6-ijms-17-00774">
        <label>6.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Teli</surname>
              <given-names>M.R.</given-names>
            </name>
            <name>
              <surname>James</surname>
              <given-names>O.F.</given-names>
            </name>
            <name>
              <surname>Burt</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Bennett</surname>
              <given-names>M.K.</given-names>
            </name>
            <name>
              <surname>Day</surname>
              <given-names>C.P.</given-names>
            </name>
          </person-group>
          <article-title>The natural history of nonalcoholic fatty liver: A follow-up study</article-title>
          <source>Hepatology</source>
          <year>1995</year>
          <volume>22</volume>
          <fpage>1714</fpage>
          <lpage>1719</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.1840220616</pub-id>
          <pub-id pub-id-type="pmid">7489979</pub-id>
        </citation>
      </ref>
      <ref id="B7-ijms-17-00774">
        <label>7.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Wong</surname>
              <given-names>V.W.-S.</given-names>
            </name>
            <name>
              <surname>Wong</surname>
              <given-names>G.L.-H.</given-names>
            </name>
            <name>
              <surname>Choi</surname>
              <given-names>P.C.-L.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>A.W.-H.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>M.K.-P.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>H.-Y.</given-names>
            </name>
            <name>
              <surname>Chim</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Sung</surname>
              <given-names>J.J.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>H.L.</given-names>
            </name>
          </person-group>
          <article-title>Disease progression of non-alcoholic fatty liver disease: A prospective study with paired liver biopsies at 3 years</article-title>
          <source>Gut</source>
          <year>2010</year>
          <volume>59</volume>
          <fpage>969</fpage>
          <lpage>974</lpage>
          <pub-id pub-id-type="doi">10.1136/gut.2009.205088</pub-id>
          <pub-id pub-id-type="pmid">20581244</pub-id>
        </citation>
      </ref>
      <ref id="B8-ijms-17-00774">
        <label>8.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Pais</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Charlotte</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Fedchuk</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Bedossa</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Lebray</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Poynard</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Ratziu</surname>
              <given-names>V.</given-names>
            </name>
			<collab>LIDO Study Group</collab>
          </person-group>
          <article-title>A systematic review of follow-up biopsies reveals disease progression in patients with non-alcoholic fatty liver</article-title>
          <source>J. Hepatol.</source>
          <year>2013</year>
          <volume>59</volume>
          <fpage>550</fpage>
          <lpage>556</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2013.04.027</pub-id>
          <pub-id pub-id-type="pmid">23665288</pub-id>
        </citation>
      </ref>
      <ref id="B9-ijms-17-00774">
        <label>9.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>McPherson</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hardy</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Henderson</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Burt</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Day</surname>
              <given-names>C.P.</given-names>
            </name>
            <name>
              <surname>Anstee</surname>
              <given-names>Q.M.</given-names>
            </name>
          </person-group>
          <article-title>Evidence of NAFLD progression from steatosis to fibrosing-steatohepatitis using paired biopsies: Implications for prognosis and clinical management</article-title>
          <source>J. Hepatol.</source>
          <year>2015</year>
          <volume>62</volume>
          <fpage>1148</fpage>
          <lpage>1155</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2014.11.034</pub-id>
          <pub-id pub-id-type="pmid">25477264</pub-id>
        </citation>
      </ref>
      <ref id="B10-ijms-17-00774">
        <label>10.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Angulo</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Hui</surname>
              <given-names>J.M.</given-names>
            </name>
            <name>
              <surname>Marchesini</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Bugianesi</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>George</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Farrell</surname>
              <given-names>G.C.</given-names>
            </name>
            <name>
              <surname>Enders</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Saksena</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Burt</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Bida</surname>
              <given-names>J.P.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>The NAFLD fibrosis score: A noninvasive system that identifies liver fibrosis in patients with NAFLD</article-title>
          <source>Hepatology</source>
          <year>2007</year>
          <volume>45</volume>
          <fpage>846</fpage>
          <lpage>854</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.21496</pub-id>
          <pub-id pub-id-type="pmid">17393509</pub-id>
        </citation>
      </ref>
      <ref id="B11-ijms-17-00774">
        <label>11.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ekstedt</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Franz&#xE9;n</surname>
              <given-names>L.E.</given-names>
            </name>
            <name>
              <surname>Mathiesen</surname>
              <given-names>U.L.</given-names>
            </name>
            <name>
              <surname>Thorelius</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Holmqvist</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Bodemar</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Kechagias</surname>
              <given-names>S.</given-names>
            </name>
          </person-group>
          <article-title>Long-term follow-up of patients with NAFLD and elevated liver enzymes</article-title>
          <source>Hepatology</source>
          <year>2006</year>
          <volume>44</volume>
          <fpage>865</fpage>
          <lpage>873</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.21327</pub-id>
          <pub-id pub-id-type="pmid">17006923</pub-id>
        </citation>
      </ref>
      <ref id="B12-ijms-17-00774">
        <label>12.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Adams</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Sanderson</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Lindor</surname>
              <given-names>K.D.</given-names>
            </name>
            <name>
              <surname>Angulo</surname>
              <given-names>P.</given-names>
            </name>
          </person-group>
          <article-title>The histological course of nonalcoholic fatty liver disease: A longitudinal study of 103 patients with sequential liver biopsies</article-title>
          <source>J. Hepatol.</source>
          <year>2005</year>
          <volume>42</volume>
          <fpage>132</fpage>
          <lpage>138</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2004.09.012</pub-id>
          <pub-id pub-id-type="pmid">15629518</pub-id>
        </citation>
      </ref>
      <ref id="B13-ijms-17-00774">
        <label>13.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Angulo</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Keach</surname>
              <given-names>J.C.</given-names>
            </name>
            <name>
              <surname>Batts</surname>
              <given-names>K.P.</given-names>
            </name>
            <name>
              <surname>Lindor</surname>
              <given-names>K.D.</given-names>
            </name>
          </person-group>
          <article-title>Independent predictors of liver fibrosis in patients with nonalcoholic steatohepatitis</article-title>
          <source>Hepatology</source>
          <year>1999</year>
          <volume>30</volume>
          <fpage>1356</fpage>
          <lpage>1362</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.510300604</pub-id>
          <pub-id pub-id-type="pmid">10573511</pub-id>
        </citation>
      </ref>
      <ref id="B14-ijms-17-00774">
        <label>14.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Bacon</surname>
              <given-names>B.R.</given-names>
            </name>
            <name>
              <surname>Farahvash</surname>
              <given-names>M.J.</given-names>
            </name>
            <name>
              <surname>Janney</surname>
              <given-names>C.G.</given-names>
            </name>
            <name>
              <surname>Neuschwander-Tetri</surname>
              <given-names>B.A.</given-names>
            </name>
          </person-group>
          <article-title>Nonalcoholic steatohepatitis: An expanded clinical entity</article-title>
          <source>Gastroenterol.-Orlando</source>
          <year>1994</year>
          <volume>107</volume>
          <fpage>1103</fpage>
          <lpage>1109</lpage>
        </citation>
      </ref>
      <ref id="B15-ijms-17-00774">
        <label>15.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Evans</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Oien</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>MacSween</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Mills</surname>
              <given-names>P.</given-names>
            </name>
          </person-group>
          <article-title>Non-alcoholic steatohepatitis: A common cause of progressive chronic liver injury?</article-title>
          <source>J. Clin. Pathol.</source>
          <year>2002</year>
          <volume>55</volume>
          <fpage>689</fpage>
          <lpage>692</lpage>
          <pub-id pub-id-type="doi">10.1136/jcp.55.9.689</pub-id>
          <pub-id pub-id-type="pmid">12195000</pub-id>
        </citation>
      </ref>
      <ref id="B16-ijms-17-00774">
        <label>16.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Fassio</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>&#xC1;lvarez</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Dom&#xED;nguez</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Landeira</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Longo</surname>
              <given-names>C.</given-names>
            </name>
          </person-group>
          <article-title>Natural history of nonalcoholic steathepatitis: A longitudinal study of repeat liver biopsies</article-title>
          <source>Hepatology</source>
          <year>2004</year>
          <volume>40</volume>
          <fpage>820</fpage>
          <lpage>826</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.1840400411</pub-id>
          <pub-id pub-id-type="pmid">15382171</pub-id>
        </citation>
      </ref>
      <ref id="B17-ijms-17-00774">
        <label>17.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Harrison</surname>
              <given-names>S.A.</given-names>
            </name>
            <name>
              <surname>Torgerson</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hayashi</surname>
              <given-names>P.H.</given-names>
            </name>
          </person-group>
          <article-title>The natural history of nonalcoholic fatty liver disease: A clinical histopathological study</article-title>
          <source>Am. J. Gastroenterol.</source>
          <year>2003</year>
          <volume>98</volume>
          <fpage>2042</fpage>
          <lpage>2047</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1572-0241.2003.07659.x</pub-id>
          <pub-id pub-id-type="pmid">14499785</pub-id>
        </citation>
      </ref>
      <ref id="B18-ijms-17-00774">
        <label>18.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hui</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Wong</surname>
              <given-names>V.S.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>H.Y.</given-names>
            </name>
            <name>
              <surname>Liew</surname>
              <given-names>C.T.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>J.Y.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>F.L.</given-names>
            </name>
            <name>
              <surname>Sung</surname>
              <given-names>J.Y.</given-names>
            </name>
          </person-group>
          <article-title>Histological progression of non-alcoholic fatty liver disease in Chinese patients</article-title>
          <source>Aliment. Pharmacol. Ther.</source>
          <year>2005</year>
          <volume>21</volume>
          <fpage>407</fpage>
          <lpage>413</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1365-2036.2005.02334.x</pub-id>
          <pub-id pub-id-type="pmid">15709991</pub-id>
        </citation>
      </ref>
      <ref id="B19-ijms-17-00774">
        <label>19.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Lee</surname>
              <given-names>R.G.</given-names>
            </name>
          </person-group>
          <article-title>Nonalcoholic steatohepatitis: A study of 49 patients</article-title>
          <source>Hum. Pathol.</source>
          <year>1989</year>
          <volume>20</volume>
          <fpage>594</fpage>
          <lpage>598</lpage>
          <pub-id pub-id-type="doi">10.1016/0046-8177(89)90249-9</pub-id>
        </citation>
      </ref>
      <ref id="B20-ijms-17-00774">
        <label>20.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ratziu</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Giral</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Charlotte</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Bruckert</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Thibault</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Theodorou</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>Khalil</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Turpin</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Opolon</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Poynard</surname>
              <given-names>T.</given-names>
            </name>
          </person-group>
          <article-title>Liver fibrosis in overweight patients</article-title>
          <source>Gastroenterology</source>
          <year>2000</year>
          <volume>118</volume>
          <fpage>1117</fpage>
          <lpage>1123</lpage>
          <pub-id pub-id-type="doi">10.1016/S0016-5085(00)70364-7</pub-id>
        </citation>
      </ref>
      <ref id="B21-ijms-17-00774">
        <label>21.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Duan</surname>
              <given-names>X.F.</given-names>
            </name>
            <name>
              <surname>Tang</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>Q.</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>Z.T.</given-names>
            </name>
          </person-group>
          <article-title>Obesity, adipokines and hepatocellular carcinoma</article-title>
          <source>Int. J. Cancer</source>
          <year>2013</year>
          <volume>133</volume>
          <fpage>1776</fpage>
          <lpage>1783</lpage>
          <pub-id pub-id-type="doi">10.1002/ijc.28105</pub-id>
          <pub-id pub-id-type="pmid">23404222</pub-id>
        </citation>
      </ref>
      <ref id="B22-ijms-17-00774">
        <label>22.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Henao-Mejia</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Elinav</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Jin</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Hao</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Mehal</surname>
              <given-names>W.Z.</given-names>
            </name>
            <name>
              <surname>Strowig</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Thaiss</surname>
              <given-names>C.A.</given-names>
            </name>
            <name>
              <surname>Kau</surname>
              <given-names>A.L.</given-names>
            </name>
            <name>
              <surname>Eisenbarth</surname>
              <given-names>S.C.</given-names>
            </name>
            <name>
              <surname>Jurczak</surname>
              <given-names>M.J.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Inflammasome-mediated dysbiosis regulates progression of NAFLD and obesity</article-title>
          <source>Nature</source>
          <year>2012</year>
          <volume>482</volume>
          <fpage>179</fpage>
          <lpage>185</lpage>
          <pub-id pub-id-type="doi">10.1038/nature10809</pub-id>
          <pub-id pub-id-type="pmid">22297845</pub-id>
        </citation>
      </ref>
      <ref id="B23-ijms-17-00774">
        <label>23.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Oliveira</surname>
              <given-names>C.P.</given-names>
            </name>
            <name>
              <surname>Stefano</surname>
              <given-names>J.T.</given-names>
            </name>
          </person-group>
          <article-title>Genetic polymorphisms and oxidative stress in non-alcoholic steatohepatitis (NASH): A mini review</article-title>
          <source>Clin. Res. Hepatol. Gastroenterol.</source>
          <year>2015</year>
          <volume>39</volume>
          <fpage>S35</fpage>
          <lpage>S40</lpage>
          <pub-id pub-id-type="doi">10.1016/j.clinre.2015.05.014</pub-id>
          <pub-id pub-id-type="pmid">26160475</pub-id>
        </citation>
      </ref>
      <ref id="B24-ijms-17-00774">
        <label>24.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Singh</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Allen</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>Z.</given-names>
            </name>
            <name>
              <surname>Prokop</surname>
              <given-names>L.J.</given-names>
            </name>
            <name>
              <surname>Murad</surname>
              <given-names>M.H.</given-names>
            </name>
            <name>
              <surname>Loomba</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <article-title>Fibrosis progression in nonalcoholic fatty liver <italic>vs.</italic> nonalcoholic steatohepatitis: A systematic review and meta-analysis of paired-biopsy studies</article-title>
          <source>Clin. Gastroenterol. Hepatol.</source>
          <year>2015</year>
          <volume>13</volume>
          <fpage>643</fpage>
          <lpage>654</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cgh.2014.04.014</pub-id>
          <pub-id pub-id-type="pmid">24768810</pub-id>
        </citation>
      </ref>
      <ref id="B25-ijms-17-00774">
        <label>25.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>McPherson</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Stewart</surname>
              <given-names>S.F.</given-names>
            </name>
            <name>
              <surname>Henderson</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Burt</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Day</surname>
              <given-names>C.P.</given-names>
            </name>
          </person-group>
          <article-title>Simple non-invasive fibrosis scoring systems can reliably exclude advanced fibrosis in patients with non-alcoholic fatty liver disease</article-title>
          <source>Gut</source>
          <year>2010</year>
          <volume>59</volume>
          <fpage>1265</fpage>
          <lpage>1269</lpage>
          <pub-id pub-id-type="doi">10.1136/gut.2010.216077</pub-id>
          <pub-id pub-id-type="pmid">20801772</pub-id>
        </citation>
      </ref>
      <ref id="B26-ijms-17-00774">
        <label>26.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hossain</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Afendy</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Stepanova</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Nader</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Srishord</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Rafiq</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Goodman</surname>
              <given-names>Z.</given-names>
            </name>
            <name>
              <surname>Younossi</surname>
              <given-names>Z.</given-names>
            </name>
          </person-group>
          <article-title>Independent predictors of fibrosis in patients with nonalcoholic fatty liver disease</article-title>
          <source>Clin. Gastroenterol. Hepatol.</source>
          <year>2009</year>
          <volume>7</volume>
          <fpage>1224</fpage>
          <lpage>1229</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cgh.2009.06.007</pub-id>
          <pub-id pub-id-type="pmid">19559819</pub-id>
        </citation>
      </ref>
      <ref id="B27-ijms-17-00774">
        <label>27.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Yang</surname>
              <given-names>J.D.</given-names>
            </name>
            <name>
              <surname>Abdelmalek</surname>
              <given-names>M.F.</given-names>
            </name>
            <name>
              <surname>Pang</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Guy</surname>
              <given-names>C.D.</given-names>
            </name>
            <name>
              <surname>Smith</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Diehl</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Suzuki</surname>
              <given-names>A.</given-names>
            </name>
          </person-group>
          <article-title>Gender and menopause impact severity of fibrosis among patients with nonalcoholic steatohepatitis</article-title>
          <source>Hepatology</source>
          <year>2014</year>
          <volume>59</volume>
          <fpage>1406</fpage>
          <lpage>1414</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.26761</pub-id>
          <pub-id pub-id-type="pmid">24123276</pub-id>
        </citation>
      </ref>
      <ref id="B28-ijms-17-00774">
        <label>28.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Klair</surname>
              <given-names>J.S.</given-names>
            </name>
            <name>
              <surname>Yang</surname>
              <given-names>J.D.</given-names>
            </name>
            <name>
              <surname>Abdelmalek</surname>
              <given-names>M.F.</given-names>
            </name>
            <name>
              <surname>Guy</surname>
              <given-names>C.D.</given-names>
            </name>
            <name>
              <surname>Gill</surname>
              <given-names>R.M.</given-names>
            </name>
            <name>
              <surname>Yates</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Unalp-Adrida</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Lavine</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Clark</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Diehl</surname>
              <given-names>A.M.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>A longer duration of estrogen deficiency increases fibrosis risk among postmenopausal women with nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2016</year>
          <pub-id pub-id-type="doi">10.1002/hep.28514</pub-id>
          <pub-id pub-id-type="pmid">26919573</pub-id>
        </citation>
      </ref>
      <ref id="B29-ijms-17-00774">
        <label>29.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Lomonaco</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Ortiz-Lopez</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Orsak</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Finch</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Webb</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Bril</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Louden</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Tio</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Cusi</surname>
              <given-names>K.</given-names>
            </name>
          </person-group>
          <article-title>Role of ethnicity in overweight and obese patients with nonalcoholic steatohepatitis</article-title>
          <source>Hepatology</source>
          <year>2011</year>
          <volume>54</volume>
          <fpage>837</fpage>
          <lpage>845</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.24483</pub-id>
          <pub-id pub-id-type="pmid">21674556</pub-id>
        </citation>
      </ref>
      <ref id="B30-ijms-17-00774">
        <label>30.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Bambha</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Belt</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Abraham</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Wilson</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Pabst</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Ferrell</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Unalp-Arida</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Bass</surname>
              <given-names>N.</given-names>
            </name>
          </person-group>
          <article-title>Ethnicity and nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2012</year>
          <volume>55</volume>
          <fpage>769</fpage>
          <lpage>780</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.24726</pub-id>
          <pub-id pub-id-type="pmid">21987488</pub-id>
        </citation>
      </ref>
      <ref id="B31-ijms-17-00774">
        <label>31.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mohanty</surname>
              <given-names>S.R.</given-names>
            </name>
            <name>
              <surname>Troy</surname>
              <given-names>T.N.</given-names>
            </name>
            <name>
              <surname>Huo</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>O&#x2019;Brien</surname>
              <given-names>B.L.</given-names>
            </name>
            <name>
              <surname>Jensen</surname>
              <given-names>D.M.</given-names>
            </name>
            <name>
              <surname>Hart</surname>
              <given-names>J.</given-names>
            </name>
          </person-group>
          <article-title>Influence of ethnicity on histological differences in non-alcoholic fatty liver disease</article-title>
          <source>J. Hepatol.</source>
          <year>2009</year>
          <volume>50</volume>
          <fpage>797</fpage>
          <lpage>804</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2008.11.017</pub-id>
          <pub-id pub-id-type="pmid">19231016</pub-id>
        </citation>
      </ref>
      <ref id="B32-ijms-17-00774">
        <label>32.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Solga</surname>
              <given-names>S.F.</given-names>
            </name>
            <name>
              <surname>Clark</surname>
              <given-names>J.M.</given-names>
            </name>
            <name>
              <surname>Alkhuraishi</surname>
              <given-names>A.R.</given-names>
            </name>
            <name>
              <surname>Torbenson</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Tabesh</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Schweitzer</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Diehl</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Magnuson</surname>
              <given-names>T.H.</given-names>
            </name>
          </person-group>
          <article-title>Race and comorbid factors predict nonalcoholic fatty liver disease histopathology in severely obese patients</article-title>
          <source>Surg. Obes. Relat. Dis.</source>
          <year>2005</year>
          <volume>1</volume>
          <fpage>6</fpage>
          <lpage>11</lpage>
          <pub-id pub-id-type="doi">10.1016/j.soard.2004.12.006</pub-id>
          <pub-id pub-id-type="pmid">16925194</pub-id>
        </citation>
      </ref>
      <ref id="B33-ijms-17-00774">
        <label>33.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kallwitz</surname>
              <given-names>E.R.</given-names>
            </name>
            <name>
              <surname>Guzman</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>TenCate</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Vitello</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Layden-Almer</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Berkes</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Patel</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Layden</surname>
              <given-names>T.J.</given-names>
            </name>
            <name>
              <surname>Cotler</surname>
              <given-names>S.J.</given-names>
            </name>
          </person-group>
          <article-title>The histologic spectrum of liver disease in African-American, non-Hispanic white, and Hispanic obesity surgery patients</article-title>
          <source>Am. J. Gastroenterol.</source>
          <year>2009</year>
          <volume>104</volume>
          <fpage>64</fpage>
          <lpage>69</lpage>
          <pub-id pub-id-type="doi">10.1038/ajg.2008.12</pub-id>
          <pub-id pub-id-type="pmid">19098851</pub-id>
        </citation>
      </ref>
      <ref id="B34-ijms-17-00774">
        <label>34.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Liu</surname>
              <given-names>Y.L.</given-names>
            </name>
            <name>
              <surname>Reeves</surname>
              <given-names>H.L.</given-names>
            </name>
            <name>
              <surname>Burt</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Tiniakos</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>McPherson</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Leathart</surname>
              <given-names>J.B.</given-names>
            </name>
            <name>
              <surname>Allison</surname>
              <given-names>M.E.</given-names>
            </name>
            <name>
              <surname>Alexander</surname>
              <given-names>G.J.</given-names>
            </name>
            <name>
              <surname>Piguet</surname>
              <given-names>A.C.</given-names>
            </name>
            <name>
              <surname>Anty</surname>
              <given-names>R.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title><italic>TM6SF2</italic> rs58542926 influences hepatic fibrosis progression in patients with non-alcoholic fatty liver disease</article-title>
          <source>Nat. Commun.</source>
          <year>2014</year>
          <volume>5</volume>
          <fpage>4309</fpage>
          <pub-id pub-id-type="doi">10.1038/ncomms5309</pub-id>
          <pub-id pub-id-type="pmid">24978903</pub-id>
        </citation>
      </ref>
      <ref id="B35-ijms-17-00774">
        <label>35.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Romeo</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Kozlitina</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Xing</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Pertsemlidis</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Cox</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Pennacchio</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Boerwinkle</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Cohen</surname>
              <given-names>J.C.</given-names>
            </name>
            <name>
              <surname>Hobbs</surname>
              <given-names>H.H.</given-names>
            </name>
          </person-group>
          <article-title>Genetic variation in <italic>PNPLA3</italic> confers susceptibility to nonalcoholic fatty liver disease</article-title>
          <source>Nat. Genet.</source>
          <year>2008</year>
          <volume>40</volume>
          <fpage>1461</fpage>
          <lpage>1465</lpage>
          <pub-id pub-id-type="doi">10.1038/ng.257</pub-id>
          <pub-id pub-id-type="pmid">18820647</pub-id>
        </citation>
      </ref>
      <ref id="B36-ijms-17-00774">
        <label>36.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Valenti</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Al-Serri</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Daly</surname>
              <given-names>A.K.</given-names>
            </name>
            <name>
              <surname>Galmozzi</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Rametta</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Dongiovanni</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Nobili</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Mozzi</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Roviaro</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Vanni</surname>
              <given-names>E.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Homozygosity for the patatin-like phospholipase-3/adiponutrin I148M polymorphism influences liver fibrosis in patients with nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2010</year>
          <volume>51</volume>
          <fpage>1209</fpage>
          <lpage>1217</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.23622</pub-id>
          <pub-id pub-id-type="pmid">20373368</pub-id>
        </citation>
      </ref>
      <ref id="B37-ijms-17-00774">
        <label>37.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Eslam</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hashem</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Romero-Gomez</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Berg</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Dore</surname>
              <given-names>G.J.</given-names>
            </name>
            <name>
              <surname>Mangia</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>H.L.</given-names>
            </name>
            <name>
              <surname>Irving</surname>
              <given-names>W.L.</given-names>
            </name>
            <name>
              <surname>Sheridan</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Abate</surname>
              <given-names>M.L.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>FibroGENE: A gene-based model for staging liver fibrosis</article-title>
          <source>J. Hepatol.</source>
          <year>2016</year>
          <volume>64</volume>
          <fpage>390</fpage>
          <lpage>398</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2015.11.008</pub-id>
          <pub-id pub-id-type="pmid">26592354</pub-id>
        </citation>
      </ref>
      <ref id="B38-ijms-17-00774">
        <label>38.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Yki-J&#xE4;rvinen</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Non-alcoholic fatty liver disease as a cause and a consequence of metabolic syndrome</article-title>
          <source>Lancet Diabetes Endocrinol.</source>
          <year>2014</year>
          <volume>2</volume>
          <fpage>901</fpage>
          <lpage>910</lpage>
          <pub-id pub-id-type="doi">10.1016/S2213-8587(14)70032-4</pub-id>
        </citation>
      </ref>
      <ref id="B39-ijms-17-00774">
        <label>39.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Neuschwander-Tetri</surname>
              <given-names>B.A.</given-names>
            </name>
            <name>
              <surname>Clark</surname>
              <given-names>J.M.</given-names>
            </name>
            <name>
              <surname>Bass</surname>
              <given-names>N.M.</given-names>
            </name>
            <name>
              <surname>van Natta</surname>
              <given-names>M.L.</given-names>
            </name>
            <name>
              <surname>Unalp-Arida</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Tonascia</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Zein</surname>
              <given-names>C.O.</given-names>
            </name>
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Kleiner</surname>
              <given-names>D.E.</given-names>
            </name>
            <name>
              <surname>McCullough</surname>
              <given-names>A.J.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Clinical, laboratory and histological associations in adults with nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2010</year>
          <volume>52</volume>
          <fpage>913</fpage>
          <lpage>924</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.23784</pub-id>
          <pub-id pub-id-type="pmid">20648476</pub-id>
        </citation>
      </ref>
      <ref id="B40-ijms-17-00774">
        <label>40.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Tarantino</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Conca</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Riccio</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Tarantino</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>di Minno</surname>
              <given-names>M.N.</given-names>
            </name>
            <name>
              <surname>Chianese</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Pasanisi</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Contaldo</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Scopacasa</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Capone</surname>
              <given-names>D.</given-names>
            </name>
          </person-group>
          <article-title>Enhanced serum concentrations of transforming growth factor-&#x3B2;1 in simple fatty liver: Is it really benign?</article-title>
          <source>J. Transl. Med.</source>
          <year>2008</year>
          <volume>6</volume>
          <fpage>72</fpage>
          <pub-id pub-id-type="doi">10.1186/1479-5876-6-72</pub-id>
          <pub-id pub-id-type="pmid">19038040</pub-id>
        </citation>
      </ref>
      <ref id="B41-ijms-17-00774">
        <label>41.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Adams</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Lymp</surname>
              <given-names>J.F.</given-names>
            </name>
            <name>
              <surname>Sauver</surname>
              <given-names>J.S.</given-names>
            </name>
            <name>
              <surname>Sanderson</surname>
              <given-names>S.O.</given-names>
            </name>
            <name>
              <surname>Lindor</surname>
              <given-names>K.D.</given-names>
            </name>
            <name>
              <surname>Feldstein</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Angulo</surname>
              <given-names>P.</given-names>
            </name>
          </person-group>
          <article-title>The natural history of nonalcoholic fatty liver disease: A population-based cohort study</article-title>
          <source>Gastroenterology</source>
          <year>2005</year>
          <volume>129</volume>
          <fpage>113</fpage>
          <lpage>121</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2005.04.014</pub-id>
          <pub-id pub-id-type="pmid">16012941</pub-id>
        </citation>
      </ref>
      <ref id="B42-ijms-17-00774">
        <label>42.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Williams</surname>
              <given-names>C.D.</given-names>
            </name>
            <name>
              <surname>Stengel</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Asike</surname>
              <given-names>M.I.</given-names>
            </name>
            <name>
              <surname>Torres</surname>
              <given-names>D.M.</given-names>
            </name>
            <name>
              <surname>Shaw</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Contreras</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Landt</surname>
              <given-names>C.L.</given-names>
            </name>
            <name>
              <surname>Harrison</surname>
              <given-names>S.A.</given-names>
            </name>
          </person-group>
          <article-title>Prevalence of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis among a largely middle-aged population utilizing ultrasound and liver biopsy: A prospective study</article-title>
          <source>Gastroenterology</source>
          <year>2011</year>
          <volume>140</volume>
          <fpage>124</fpage>
          <lpage>131</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2010.09.038</pub-id>
          <pub-id pub-id-type="pmid">20858492</pub-id>
        </citation>
      </ref>
      <ref id="B43-ijms-17-00774">
        <label>43.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Dam-Larsen</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Becker</surname>
              <given-names>U.</given-names>
            </name>
            <name>
              <surname>Franzmann</surname>
              <given-names>M.B.</given-names>
            </name>
            <name>
              <surname>Larsen</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Christoffersen</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Bendtsen</surname>
              <given-names>F.</given-names>
            </name>
          </person-group>
          <article-title>Final results of a long-term, clinical follow-up in fatty liver patients</article-title>
          <source>Scand. J. Gastroenterol.</source>
          <year>2009</year>
          <volume>44</volume>
          <fpage>1236</fpage>
          <lpage>1243</lpage>
          <pub-id pub-id-type="doi">10.1080/00365520903171284</pub-id>
          <pub-id pub-id-type="pmid">19670076</pub-id>
        </citation>
      </ref>
      <ref id="B44-ijms-17-00774">
        <label>44.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Matteoni</surname>
              <given-names>C.A.</given-names>
            </name>
            <name>
              <surname>Younossi</surname>
              <given-names>Z.M.</given-names>
            </name>
            <name>
              <surname>Gramlich</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Boparai</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>Y.C.</given-names>
            </name>
            <name>
              <surname>McCullough</surname>
              <given-names>A.J.</given-names>
            </name>
          </person-group>
          <article-title>Nonalcoholic fatty liver disease: A spectrum of clinical and pathological severity</article-title>
          <source>Gastroenterology</source>
          <year>1999</year>
          <volume>116</volume>
          <fpage>1413</fpage>
          <lpage>1419</lpage>
          <pub-id pub-id-type="doi">10.1016/S0016-5085(99)70506-8</pub-id>
        </citation>
      </ref>
      <ref id="B45-ijms-17-00774">
        <label>45.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>El-serag</surname>
              <given-names>H.B.</given-names>
            </name>
            <name>
              <surname>Tran</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Everhart</surname>
              <given-names>J.E.</given-names>
            </name>
          </person-group>
          <article-title>Diabetes increases the risk of chronic liver disease and hepatocellular carcinoma</article-title>
          <source>Gastroenterology</source>
          <year>2004</year>
          <volume>126</volume>
          <fpage>460</fpage>
          <lpage>468</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2003.10.065</pub-id>
          <pub-id pub-id-type="pmid">14762783</pub-id>
        </citation>
      </ref>
      <ref id="B46-ijms-17-00774">
        <label>46.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Loomba</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Abraham</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Unalp</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Wilson</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Lavine</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Doo</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Bass</surname>
              <given-names>N.M.</given-names>
            </name>
          </person-group>
          <article-title>Association between diabetes, family history of diabetes, and risk of nonalcoholic steatohepatitis and fibrosis</article-title>
          <source>Hepatology</source>
          <year>2012</year>
          <volume>56</volume>
          <fpage>943</fpage>
          <lpage>951</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.25772</pub-id>
          <pub-id pub-id-type="pmid">22505194</pub-id>
        </citation>
      </ref>
      <ref id="B47-ijms-17-00774">
        <label>47.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hui</surname>
              <given-names>J.M.</given-names>
            </name>
            <name>
              <surname>Kench</surname>
              <given-names>J.G.</given-names>
            </name>
            <name>
              <surname>Chitturi</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Sud</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Farrell</surname>
              <given-names>G.C.</given-names>
            </name>
            <name>
              <surname>Byth</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Hall</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Khan</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>George</surname>
              <given-names>J.</given-names>
            </name>
          </person-group>
          <article-title>Long-term outcomes of cirrhosis in nonalcoholic steatohepatitis compared with hepatitis C</article-title>
          <source>Hepatology</source>
          <year>2003</year>
          <volume>38</volume>
          <fpage>420</fpage>
          <lpage>427</lpage>
          <pub-id pub-id-type="doi">10.1053/jhep.2003.50320</pub-id>
          <pub-id pub-id-type="pmid">12883486</pub-id>
        </citation>
      </ref>
      <ref id="B48-ijms-17-00774">
        <label>48.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Sanyal</surname>
              <given-names>A.J.</given-names>
            </name>
            <name>
              <surname>Banas</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Sargeant</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Luketic</surname>
              <given-names>V.A.</given-names>
            </name>
            <name>
              <surname>Sterling</surname>
              <given-names>R.K.</given-names>
            </name>
            <name>
              <surname>Stravitz</surname>
              <given-names>R.T.</given-names>
            </name>
            <name>
              <surname>Shiffman</surname>
              <given-names>M.L.</given-names>
            </name>
            <name>
              <surname>Heuman</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Coterrell</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Fisher</surname>
              <given-names>R.A.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Similarities and differences in outcomes of cirrhosis due to nonalcoholic steatohepatitis and hepatitis C</article-title>
          <source>Hepatology</source>
          <year>2006</year>
          <volume>43</volume>
          <fpage>682</fpage>
          <lpage>689</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.21103</pub-id>
          <pub-id pub-id-type="pmid">16502396</pub-id>
        </citation>
      </ref>
      <ref id="B49-ijms-17-00774">
        <label>49.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Singal</surname>
              <given-names>A.K.</given-names>
            </name>
            <name>
              <surname>Guturu</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Hmoud</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Kuo</surname>
              <given-names>Y.-F.</given-names>
            </name>
            <name>
              <surname>Salameh</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Wiesner</surname>
              <given-names>R.H.</given-names>
            </name>
          </person-group>
          <article-title>Evolving frequency and outcomes of liver transplantation based on etiology of liver disease</article-title>
          <source>Transplantation</source>
          <year>2013</year>
          <volume>95</volume>
          <fpage>755</fpage>
          <lpage>760</lpage>
          <pub-id pub-id-type="doi">10.1097/TP.0b013e31827afb3a</pub-id>
          <pub-id pub-id-type="pmid">23370710</pub-id>
        </citation>
      </ref>
      <ref id="B50-ijms-17-00774">
        <label>50.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Agopian</surname>
              <given-names>V.G.</given-names>
            </name>
            <name>
              <surname>Kaldas</surname>
              <given-names>F.M.</given-names>
            </name>
            <name>
              <surname>Hong</surname>
              <given-names>J.C.</given-names>
            </name>
            <name>
              <surname>Whittaker</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Holt</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Rana</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Zarrinpar</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Petrowsky</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Farmer</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Yersiz</surname>
              <given-names>H.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Liver transplantation for nonalcoholic steatohepatitis: The new epidemic</article-title>
          <source>Ann. Surg.</source>
          <year>2012</year>
          <volume>256</volume>
          <fpage>624</fpage>
          <lpage>633</lpage>
          <pub-id pub-id-type="doi">10.1097/SLA.0b013e31826b4b7e</pub-id>
          <pub-id pub-id-type="pmid">22964732</pub-id>
        </citation>
      </ref>
      <ref id="B51-ijms-17-00774">
        <label>51.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Charlton</surname>
              <given-names>M.R.</given-names>
            </name>
            <name>
              <surname>Burns</surname>
              <given-names>J.M.</given-names>
            </name>
            <name>
              <surname>Pedersen</surname>
              <given-names>R.A.</given-names>
            </name>
            <name>
              <surname>Watt</surname>
              <given-names>K.D.</given-names>
            </name>
            <name>
              <surname>Heimbach</surname>
              <given-names>J.K.</given-names>
            </name>
            <name>
              <surname>Dierkhising</surname>
              <given-names>R.A.</given-names>
            </name>
          </person-group>
          <article-title>Frequency and outcomes of liver transplantation for nonalcoholic steatohepatitis in the United States</article-title>
          <source>Gastroenterology</source>
          <year>2011</year>
          <volume>141</volume>
          <fpage>1249</fpage>
          <lpage>1253</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2011.06.061</pub-id>
          <pub-id pub-id-type="pmid">21726509</pub-id>
        </citation>
      </ref>
      <ref id="B52-ijms-17-00774">
        <label>52.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Wong</surname>
              <given-names>R.J.</given-names>
            </name>
            <name>
              <surname>Aguilar</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Cheung</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Perumpail</surname>
              <given-names>R.B.</given-names>
            </name>
            <name>
              <surname>Harrison</surname>
              <given-names>S.A.</given-names>
            </name>
            <name>
              <surname>Younossi</surname>
              <given-names>Z.M.</given-names>
            </name>
            <name>
              <surname>Ahmed</surname>
              <given-names>A.</given-names>
            </name>
          </person-group>
          <article-title>Nonalcoholic steatohepatitis is the second leading etiology of liver disease among adults awaiting liver transplantation in the United States</article-title>
          <source>Gastroenterology</source>
          <year>2015</year>
          <volume>148</volume>
          <fpage>547</fpage>
          <lpage>555</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2014.11.039</pub-id>
          <pub-id pub-id-type="pmid">25461851</pub-id>
        </citation>
      </ref>
      <ref id="B53-ijms-17-00774">
        <label>53.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Caldwell</surname>
              <given-names>S.H.</given-names>
            </name>
            <name>
              <surname>Crespo</surname>
              <given-names>D.M.</given-names>
            </name>
          </person-group>
          <article-title>The spectrum expanded: Cryptogenic cirrhosis and the natural history of non-alcoholic fatty liver disease</article-title>
          <source>J. Hepatol.</source>
          <year>2004</year>
          <volume>40</volume>
          <fpage>578</fpage>
          <lpage>584</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2004.02.013</pub-id>
          <pub-id pub-id-type="pmid">15030972</pub-id>
        </citation>
      </ref>
      <ref id="B54-ijms-17-00774">
        <label>54.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Long</surname>
              <given-names>M.T.</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Larson</surname>
              <given-names>M.G.</given-names>
            </name>
            <name>
              <surname>Mitchell</surname>
              <given-names>G.F.</given-names>
            </name>
            <name>
              <surname>Palmisano</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Vasan</surname>
              <given-names>R.S.</given-names>
            </name>
            <name>
              <surname>Hoffmann</surname>
              <given-names>U.</given-names>
            </name>
            <name>
              <surname>Speliotes</surname>
              <given-names>E.K.</given-names>
            </name>
            <name>
              <surname>Vita</surname>
              <given-names>J.A.</given-names>
            </name>
            <name>
              <surname>Benjamin</surname>
              <given-names>E.J.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Nonalcoholic fatty liver disease and vascular function: Cross-sectional analysis in the Framingham heart study</article-title>
          <source>Arterioscler. Thromb. Vasc. Biol.</source>
          <year>2015</year>
          <volume>35</volume>
          <fpage>1284</fpage>
          <lpage>1291</lpage>
          <pub-id pub-id-type="doi">10.1161/ATVBAHA.114.305200</pub-id>
          <pub-id pub-id-type="pmid">25745056</pub-id>
        </citation>
      </ref>
      <ref id="B55-ijms-17-00774">
        <label>55.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Huang</surname>
              <given-names>R.C.</given-names>
            </name>
            <name>
              <surname>Beilin</surname>
              <given-names>L.J.</given-names>
            </name>
            <name>
              <surname>Ayonrinde</surname>
              <given-names>O.</given-names>
            </name>
            <name>
              <surname>Mori</surname>
              <given-names>T.A.</given-names>
            </name>
            <name>
              <surname>Olynyk</surname>
              <given-names>J.K.</given-names>
            </name>
            <name>
              <surname>Burrows</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hands</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Adams</surname>
              <given-names>L.A.</given-names>
            </name>
          </person-group>
          <article-title>Importance of cardiometabolic risk factors in the association between nonalcoholic fatty liver disease and arterial stiffness in adolescents</article-title>
          <source>Hepatology</source>
          <year>2013</year>
          <volume>58</volume>
          <fpage>1306</fpage>
          <lpage>1314</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.26495</pub-id>
          <pub-id pub-id-type="pmid">23703776</pub-id>
        </citation>
      </ref>
      <ref id="B56-ijms-17-00774">
        <label>56.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>VanWagner</surname>
              <given-names>L.B.</given-names>
            </name>
            <name>
              <surname>Wilcox</surname>
              <given-names>J.E.</given-names>
            </name>
            <name>
              <surname>Colangelo</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Lloyd-Jones</surname>
              <given-names>D.M.</given-names>
            </name>
            <name>
              <surname>Carr</surname>
              <given-names>J.J.</given-names>
            </name>
            <name>
              <surname>Lima</surname>
              <given-names>J.A.</given-names>
            </name>
            <name>
              <surname>Lewis</surname>
              <given-names>C.E.</given-names>
            </name>
            <name>
              <surname>Rinella</surname>
              <given-names>M.E.</given-names>
            </name>
            <name>
              <surname>Shah</surname>
              <given-names>S.J.</given-names>
            </name>
          </person-group>
          <article-title>Association of nonalcoholic fatty liver disease with subclinical myocardial remodeling and dysfunction: A population-based study</article-title>
          <source>Hepatology</source>
          <year>2015</year>
          <volume>62</volume>
          <fpage>773</fpage>
          <lpage>783</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.27869</pub-id>
          <pub-id pub-id-type="pmid">25914296</pub-id>
        </citation>
      </ref>
      <ref id="B57-ijms-17-00774">
        <label>57.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Oni</surname>
              <given-names>E.T.</given-names>
            </name>
            <name>
              <surname>Agatston</surname>
              <given-names>A.S.</given-names>
            </name>
            <name>
              <surname>Blaha</surname>
              <given-names>M.J.</given-names>
            </name>
            <name>
              <surname>Fialkow</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Cury</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Sposito</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Erbel</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Blankstein</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Feldman</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Al-Mallah</surname>
              <given-names>M.H.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>A systematic review: Burden and severity of subclinical cardiovascular disease among those with nonalcoholic fatty liver; should we care?</article-title>
          <source>Atherosclerosis</source>
          <year>2013</year>
          <volume>230</volume>
          <fpage>258</fpage>
          <lpage>267</lpage>
          <pub-id pub-id-type="doi">10.1016/j.atherosclerosis.2013.07.052</pub-id>
          <pub-id pub-id-type="pmid">24075754</pub-id>
        </citation>
      </ref>
      <ref id="B58-ijms-17-00774">
        <label>58.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Anstee</surname>
              <given-names>Q.M.</given-names>
            </name>
            <name>
              <surname>Targher</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Day</surname>
              <given-names>C.P.</given-names>
            </name>
          </person-group>
          <article-title>Progression of NAFLD to diabetes mellitus, cardiovascular disease or cirrhosis</article-title>
          <source>Nat. Rev. Gastroenterol. Hepatol.</source>
          <year>2013</year>
          <volume>10</volume>
          <fpage>330</fpage>
          <lpage>344</lpage>
          <pub-id pub-id-type="doi">10.1038/nrgastro.2013.41</pub-id>
          <pub-id pub-id-type="pmid">23507799</pub-id>
        </citation>
      </ref>
      <ref id="B59-ijms-17-00774">
        <label>59.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Vanni</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Marengo</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Mezzabotta</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Bugianesi</surname>
              <given-names>E.</given-names>
            </name>
          </person-group>
          <article-title>Systemic complications of nonalcoholic fatty liver disease: When the liver is not an innocent bystander</article-title>
          <source>Semin. Liver Dis.</source>
          <year>2015</year>
          <volume>35</volume>
          <fpage>236</fpage>
          <lpage>249</lpage>
          <pub-id pub-id-type="doi">10.1055/s-0035-1562944</pub-id>
          <pub-id pub-id-type="pmid">26378641</pub-id>
        </citation>
      </ref>
      <ref id="B60-ijms-17-00774">
        <label>60.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kim</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>W.R.</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>H.J.</given-names>
            </name>
            <name>
              <surname>Therneau</surname>
              <given-names>T.M.</given-names>
            </name>
          </person-group>
          <article-title>Association between noninvasive fibrosis markers and mortality among adults with nonalcoholic fatty liver disease in the United States</article-title>
          <source>Hepatology</source>
          <year>2013</year>
          <volume>57</volume>
          <fpage>1357</fpage>
          <lpage>1365</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.26156</pub-id>
          <pub-id pub-id-type="pmid">23175136</pub-id>
        </citation>
      </ref>
      <ref id="B61-ijms-17-00774">
        <label>61.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Haring</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Wallaschofski</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Nauck</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Dorr</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Baumeister</surname>
              <given-names>S.E.</given-names>
            </name>
            <name>
              <surname>Volzke</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Ultrasonographic hepatic steatosis increases prediction of mortality risk from elevated serum gamma-glutamyl transpeptidase levels</article-title>
          <source>Hepatology</source>
          <year>2009</year>
          <volume>50</volume>
          <fpage>1403</fpage>
          <lpage>1411</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.23135</pub-id>
          <pub-id pub-id-type="pmid">19670414</pub-id>
        </citation>
      </ref>
      <ref id="B62-ijms-17-00774">
        <label>62.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ekstedt</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hagstr&#xF6;m</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Nasr</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Fredrikson</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>St&#xE5;l</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Kechagias</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hultcrantz</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <article-title>Fibrosis stage is the strongest predictor for disease-specific mortality in NAFLD after up to 33 years of follow-up</article-title>
          <source>Hepatology</source>
          <year>2015</year>
          <volume>61</volume>
          <fpage>1547</fpage>
          <lpage>1554</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.27368</pub-id>
          <pub-id pub-id-type="pmid">25125077</pub-id>
        </citation>
      </ref>
      <ref id="B63-ijms-17-00774">
        <label>63.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Adams</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Ratziu</surname>
              <given-names>V.</given-names>
            </name>
          </person-group>
          <article-title>Non-alcoholic fatty liver&#x2014;Perhaps not so benign</article-title>
          <source>J. Hepatol.</source>
          <year>2015</year>
          <volume>62</volume>
          <fpage>1002</fpage>
          <lpage>1004</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2015.02.005</pub-id>
          <pub-id pub-id-type="pmid">25681555</pub-id>
        </citation>
      </ref>
      <ref id="B64-ijms-17-00774">
        <label>64.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Younossi</surname>
              <given-names>Z.M.</given-names>
            </name>
            <name>
              <surname>Stepanova</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Rafiq</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Makhlouf</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Younoszai</surname>
              <given-names>Z.</given-names>
            </name>
            <name>
              <surname>Agrawal</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Goodman</surname>
              <given-names>Z.</given-names>
            </name>
          </person-group>
          <article-title>Pathologic criteria for nonalcoholic steatohepatitis: Interprotocol agreement and ability to predict liver-related mortality</article-title>
          <source>Hepatology</source>
          <year>2011</year>
          <volume>53</volume>
          <fpage>1874</fpage>
          <lpage>1882</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.24268</pub-id>
          <pub-id pub-id-type="pmid">21360720</pub-id>
        </citation>
      </ref>
      <ref id="B65-ijms-17-00774">
        <label>65.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Angulo</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Kleiner</surname>
              <given-names>D.E.</given-names>
            </name>
            <name>
              <surname>Dam-Larsen</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Adams</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Bjornsson</surname>
              <given-names>E.S.</given-names>
            </name>
            <name>
              <surname>Charatcharoenwitthaya</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Mills</surname>
              <given-names>P.R.</given-names>
            </name>
            <name>
              <surname>Keach</surname>
              <given-names>J.C.</given-names>
            </name>
            <name>
              <surname>Lafferty</surname>
              <given-names>H.D.</given-names>
            </name>
            <name>
              <surname>Stahler</surname>
              <given-names>A.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Liver fibrosis, but no other histologic features, is associated with long-term outcomes of patients with nonalcoholic fatty liver disease</article-title>
          <source>Gastroenterology</source>
          <year>2015</year>
          <volume>149</volume>
          <fpage>389</fpage>
          <lpage>397</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2015.04.043</pub-id>
          <pub-id pub-id-type="pmid">25935633</pub-id>
        </citation>
      </ref>
      <ref id="B66-ijms-17-00774">
        <label>66.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Bruix</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Gores</surname>
              <given-names>G.J.</given-names>
            </name>
            <name>
              <surname>Mazzaferro</surname>
              <given-names>V.</given-names>
            </name>
          </person-group>
          <article-title>Hepatocellular carcinoma: Clinical frontiers and perspectives</article-title>
          <source>Gut</source>
          <year>2014</year>
          <volume>63</volume>
          <fpage>844</fpage>
          <lpage>855</lpage>
          <pub-id pub-id-type="doi">10.1136/gutjnl-2013-306627</pub-id>
          <pub-id pub-id-type="pmid">24531850</pub-id>
        </citation>
      </ref>
      <ref id="B67-ijms-17-00774">
        <label>67.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Dyson</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Jaques</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Chattopadyhay</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Lochan</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Graham</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Das</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Aslam</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Patanwala</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>Gaggar</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Cole</surname>
              <given-names>M.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Hepatocellular cancer: The impact of obesity, type 2 diabetes and a multidisciplinary team</article-title>
          <source>J. Hepatol.</source>
          <year>2014</year>
          <volume>60</volume>
          <fpage>110</fpage>
          <lpage>117</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2013.08.011</pub-id>
          <pub-id pub-id-type="pmid">23978719</pub-id>
        </citation>
      </ref>
      <ref id="B68-ijms-17-00774">
        <label>68.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Baffy</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Caldwell</surname>
              <given-names>S.H.</given-names>
            </name>
          </person-group>
          <article-title>Hepatocellular carcinoma in non-alcoholic fatty liver disease: An emerging menace</article-title>
          <source>J. Hepatol.</source>
          <year>2012</year>
          <volume>56</volume>
          <fpage>1384</fpage>
          <lpage>1391</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2011.10.027</pub-id>
          <pub-id pub-id-type="pmid">22326465</pub-id>
        </citation>
      </ref>
      <ref id="B69-ijms-17-00774">
        <label>69.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Park</surname>
              <given-names>E.J.</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>J.H.</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>G.-Y.</given-names>
            </name>
            <name>
              <surname>He</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Ali</surname>
              <given-names>S.R.</given-names>
            </name>
            <name>
              <surname>Holzer</surname>
              <given-names>R.G.</given-names>
            </name>
            <name>
              <surname>&#xD6;sterreicher</surname>
              <given-names>C.H.</given-names>
            </name>
            <name>
              <surname>Takahashi</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Karin</surname>
              <given-names>M.</given-names>
            </name>
          </person-group>
          <article-title>Dietary and genetic obesity promote liver inflammation and tumorigenesis by enhancing IL-6 and TNF expression</article-title>
          <source>Cell</source>
          <year>2010</year>
          <volume>140</volume>
          <fpage>197</fpage>
          <lpage>208</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cell.2009.12.052</pub-id>
          <pub-id pub-id-type="pmid">20141834</pub-id>
        </citation>
      </ref>
      <ref id="B70-ijms-17-00774">
        <label>70.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Z&#xE1;mb&#xF3;</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Simon-Szab&#xF3;</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Szel&#xE9;nyi</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Kereszturi</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>B&#xE1;nhegyi</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Csala</surname>
              <given-names>M.</given-names>
            </name>
          </person-group>
          <article-title>Lipotoxicity in the liver</article-title>
          <source>World J. Hepatol.</source>
          <year>2013</year>
          <volume>5</volume>
          <fpage>550</fpage>
          <lpage>557</lpage>
          <pub-id pub-id-type="pmid">24179614</pub-id>
        </citation>
      </ref>
      <ref id="B71-ijms-17-00774">
        <label>71.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mittal</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Sada</surname>
              <given-names>Y.H.</given-names>
            </name>
            <name>
              <surname>El-Serag</surname>
              <given-names>H.B.</given-names>
            </name>
            <name>
              <surname>Kanwal</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Duan</surname>
              <given-names>Z.</given-names>
            </name>
            <name>
              <surname>Temple</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>May</surname>
              <given-names>S.B.</given-names>
            </name>
            <name>
              <surname>Kramer</surname>
              <given-names>J.R.</given-names>
            </name>
            <name>
              <surname>Richardson</surname>
              <given-names>P.A.</given-names>
            </name>
            <name>
              <surname>Davila</surname>
              <given-names>J.A.</given-names>
            </name>
          </person-group>
          <article-title>Temporal trends of nonalcoholic fatty liver disease-related hepatocellular carcinoma in the veteran affairs population</article-title>
          <source>Clin. Gastroenterol. Hepatol.</source>
          <year>2015</year>
          <volume>13</volume>
          <fpage>594</fpage>
          <lpage>601</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cgh.2014.08.013</pub-id>
          <pub-id pub-id-type="pmid">25148760</pub-id>
        </citation>
      </ref>
      <ref id="B72-ijms-17-00774">
        <label>72.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kawamura</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Arase</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Ikeda</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Seko</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Imai</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Hosaka</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Kobayashi</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Saitoh</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Sezaki</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Akuta</surname>
              <given-names>N.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Large-scale long-term follow-up study of Japanese patients with non-alcoholic fatty liver disease for the onset of hepatocellular carcinoma</article-title>
          <source>Am. J. Gastroenterol.</source>
          <year>2012</year>
          <volume>107</volume>
          <fpage>253</fpage>
          <lpage>261</lpage>
          <pub-id pub-id-type="doi">10.1038/ajg.2011.327</pub-id>
          <pub-id pub-id-type="pmid">22008893</pub-id>
        </citation>
      </ref>
      <ref id="B73-ijms-17-00774">
        <label>73.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ertle</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Dechene</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Sowa</surname>
              <given-names>J.P.</given-names>
            </name>
            <name>
              <surname>Penndorf</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Herzer</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Kaiser</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Schlaak</surname>
              <given-names>J.F.</given-names>
            </name>
            <name>
              <surname>Gerken</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Syn</surname>
              <given-names>W.K.</given-names>
            </name>
            <name>
              <surname>Canbay</surname>
              <given-names>A.</given-names>
            </name>
          </person-group>
          <article-title>Non-alcoholic fatty liver disease progresses to hepatocellular carcinoma in the absence of apparent cirrhosis</article-title>
          <source>Int. J. Cancer</source>
          <year>2011</year>
          <volume>128</volume>
          <fpage>2436</fpage>
          <lpage>2443</lpage>
          <pub-id pub-id-type="doi">10.1002/ijc.25797</pub-id>
          <pub-id pub-id-type="pmid">21128245</pub-id>
        </citation>
      </ref>
      <ref id="B74-ijms-17-00774">
        <label>74.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>White</surname>
              <given-names>D.L.</given-names>
            </name>
            <name>
              <surname>Kanwal</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>El-Serag</surname>
              <given-names>H.B.</given-names>
            </name>
          </person-group>
          <article-title>Association between nonalcoholic fatty liver disease and risk for hepatocellular cancer, based on systematic review</article-title>
          <source>Clin. Gastroenterol. Hepatol.</source>
          <year>2012</year>
          <volume>10</volume>
          <fpage>1342</fpage>
          <lpage>1359</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cgh.2012.10.001</pub-id>
          <pub-id pub-id-type="pmid">23041539</pub-id>
        </citation>
      </ref>
      <ref id="B75-ijms-17-00774">
        <label>75.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ascha</surname>
              <given-names>M.S.</given-names>
            </name>
            <name>
              <surname>Hanouneh</surname>
              <given-names>I.A.</given-names>
            </name>
            <name>
              <surname>Lopez</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Tamimi</surname>
              <given-names>T.A.</given-names>
            </name>
            <name>
              <surname>Feldstein</surname>
              <given-names>A.F.</given-names>
            </name>
            <name>
              <surname>Zein</surname>
              <given-names>N.N.</given-names>
            </name>
          </person-group>
          <article-title>The incidence and risk factors of hepatocellular carcinoma in patients with nonalcoholic steatohepatitis</article-title>
          <source>Hepatology</source>
          <year>2010</year>
          <volume>51</volume>
          <fpage>1972</fpage>
          <lpage>1978</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.23527</pub-id>
          <pub-id pub-id-type="pmid">20209604</pub-id>
        </citation>
      </ref>
      <ref id="B76-ijms-17-00774">
        <label>76.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Yatsuji</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hashimoto</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Tobari</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Taniai</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Tokushige</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Shiratori</surname>
              <given-names>K.</given-names>
            </name>
          </person-group>
          <article-title>Clinical features and outcomes of cirrhosis due to non-alcoholic steatohepatitis compared with cirrhosis caused by chronic hepatitis C</article-title>
          <source>J. Gastroenterol. Hepatol.</source>
          <year>2009</year>
          <volume>24</volume>
          <fpage>248</fpage>
          <lpage>254</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1440-1746.2008.05640.x</pub-id>
          <pub-id pub-id-type="pmid">19032450</pub-id>
        </citation>
      </ref>
      <ref id="B77-ijms-17-00774">
        <label>77.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Sorrentino</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>D&#x2019;Angelo</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Ferbo</surname>
              <given-names>U.</given-names>
            </name>
            <name>
              <surname>Micheli</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Bracigliano</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Vecchione</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <article-title>Liver iron excess in patients with hepatocellular carcinoma developed on non-alcoholic steato-hepatitis</article-title>
          <source>J. Hepatol.</source>
          <year>2009</year>
          <volume>50</volume>
          <fpage>351</fpage>
          <lpage>357</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2008.09.011</pub-id>
          <pub-id pub-id-type="pmid">19070395</pub-id>
        </citation>
      </ref>
      <ref id="B78-ijms-17-00774">
        <label>78.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Singh</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Singh</surname>
              <given-names>P.P.</given-names>
            </name>
            <name>
              <surname>Singh</surname>
              <given-names>A.G.</given-names>
            </name>
            <name>
              <surname>Murad</surname>
              <given-names>M.H.</given-names>
            </name>
            <name>
              <surname>Sanchez</surname>
              <given-names>W.</given-names>
            </name>
          </person-group>
          <article-title>Anti-diabetic medications and the risk of hepatocellular cancer: A systematic review and meta-analysis</article-title>
          <source>Am. J. Gastroenterol.</source>
          <year>2013</year>
          <volume>108</volume>
          <fpage>881</fpage>
          <lpage>891</lpage>
          <pub-id pub-id-type="doi">10.1038/ajg.2013.5</pub-id>
          <pub-id pub-id-type="pmid">23381014</pub-id>
        </citation>
      </ref>
      <ref id="B79-ijms-17-00774">
        <label>79.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Piscaglia</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Svegliati-Baroni</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Barchetti</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Pecorelli</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Marinelli</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Tiribelli</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Bellentani</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Bolondi</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Zoli</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Malagotti</surname>
              <given-names>D.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Clinical patterns of hepatocellular carcinoma (HCC) in non alcoholic fatty liver disease (NAFLD): A multicenter prospective study</article-title>
          <source>Hepatology</source>
          <year>2015</year>
          <volume>47</volume>
          <fpage>e36</fpage>
          <lpage>e37</lpage>
        </citation>
      </ref>
      <ref id="B80-ijms-17-00774">
        <label>80.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Marrero</surname>
              <given-names>J.A.</given-names>
            </name>
            <name>
              <surname>Fontana</surname>
              <given-names>R.J.</given-names>
            </name>
            <name>
              <surname>Su</surname>
              <given-names>G.L.</given-names>
            </name>
            <name>
              <surname>Conjeevaram</surname>
              <given-names>H.S.</given-names>
            </name>
            <name>
              <surname>Emick</surname>
              <given-names>D.M.</given-names>
            </name>
            <name>
              <surname>Lok</surname>
              <given-names>A.S.</given-names>
            </name>
          </person-group>
          <article-title>NAFLD may be a common underlying liver disease in patients with hepatocellular carcinoma in the United States</article-title>
          <source>Hepatology</source>
          <year>2002</year>
          <volume>36</volume>
          <fpage>1349</fpage>
          <lpage>1354</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.1840360609</pub-id>
          <pub-id pub-id-type="pmid">12447858</pub-id>
        </citation>
      </ref>
      <ref id="B81-ijms-17-00774">
        <label>81.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Guzman</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Petrovic</surname>
              <given-names>L.M.</given-names>
            </name>
            <name>
              <surname>Chejfec</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Layden</surname>
              <given-names>T.J.</given-names>
            </name>
            <name>
              <surname>Cotler</surname>
              <given-names>S.J.</given-names>
            </name>
          </person-group>
          <article-title>Does nonalcoholic fatty liver disease predispose patients to hepatocellular carcinoma in the absence of cirrhosis?</article-title>
          <source>Arch. Pathol. Lab. Med.</source>
          <year>2008</year>
          <volume>132</volume>
          <fpage>1761</fpage>
          <lpage>1766</lpage>
          <pub-id pub-id-type="pmid">18976012</pub-id>
        </citation>
      </ref>
      <ref id="B82-ijms-17-00774">
        <label>82.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Reddy</surname>
              <given-names>S.K.</given-names>
            </name>
            <name>
              <surname>Steel</surname>
              <given-names>J.L.</given-names>
            </name>
            <name>
              <surname>Chen</surname>
              <given-names>H.W.</given-names>
            </name>
            <name>
              <surname>DeMateo</surname>
              <given-names>D.J.</given-names>
            </name>
            <name>
              <surname>Cardinal</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Behari</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Humar</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Marsh</surname>
              <given-names>J.W.</given-names>
            </name>
            <name>
              <surname>Geller</surname>
              <given-names>D.A.</given-names>
            </name>
            <name>
              <surname>Tsung</surname>
              <given-names>A.</given-names>
            </name>
          </person-group>
          <article-title>Outcomes of curative treatment for hepatocellular cancer in nonalcoholic steatohepatitis <italic>versus</italic> hepatitis C and alcoholic liver disease</article-title>
          <source>Hepatology</source>
          <year>2012</year>
          <volume>55</volume>
          <fpage>1809</fpage>
          <lpage>1819</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.25536</pub-id>
          <pub-id pub-id-type="pmid">22183968</pub-id>
        </citation>
      </ref>
      <ref id="B83-ijms-17-00774">
        <label>83.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Leung</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Yeoh</surname>
              <given-names>S.W.</given-names>
            </name>
            <name>
              <surname>Patrick</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Ket</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Marion</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Gow</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Angus</surname>
              <given-names>P.W.</given-names>
            </name>
          </person-group>
          <article-title>Characteristics of hepatocellular carcinoma in cirrhotic and non-cirrhotic non-alcoholic fatty liver disease</article-title>
          <source>World J. Gastroenterol.</source>
          <year>2015</year>
          <volume>21</volume>
          <fpage>1189</fpage>
          <lpage>1196</lpage>
          <pub-id pub-id-type="doi">10.3748/wjg.v21.i4.1189</pub-id>
          <pub-id pub-id-type="pmid">25632192</pub-id>
        </citation>
      </ref>
      <ref id="B84-ijms-17-00774">
        <label>84.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Calle</surname>
              <given-names>E.E.</given-names>
            </name>
            <name>
              <surname>Rodriguez</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Walker-Thurmond</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Thun</surname>
              <given-names>M.J.</given-names>
            </name>
          </person-group>
          <article-title>Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults</article-title>
          <source>N. Engl. J. Med.</source>
          <year>2003</year>
          <volume>348</volume>
          <fpage>1625</fpage>
          <lpage>1638</lpage>
          <pub-id pub-id-type="doi">10.1056/NEJMoa021423</pub-id>
          <pub-id pub-id-type="pmid">12711737</pub-id>
        </citation>
      </ref>
      <ref id="B85-ijms-17-00774">
        <label>85.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Paradis</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Zalinski</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Chelbi</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Guedj</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Degos</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Vilgrain</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Bedossa</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Belghiti</surname>
              <given-names>J.</given-names>
            </name>
          </person-group>
          <article-title>Hepatocellular carcinomas in patients with metabolic syndrome often develop without significant liver fibrosis: A pathological analysis</article-title>
          <source>Hepatology</source>
          <year>2009</year>
          <volume>49</volume>
          <fpage>851</fpage>
          <lpage>859</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.22734</pub-id>
          <pub-id pub-id-type="pmid">19115377</pub-id>
        </citation>
      </ref>
      <ref id="B86-ijms-17-00774">
        <label>86.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Liu</surname>
              <given-names>T.C.</given-names>
            </name>
            <name>
              <surname>Vachharajani</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Chapman</surname>
              <given-names>W.C.</given-names>
            </name>
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
          </person-group>
          <article-title>Noncirrhotic hepatocellular carcinoma: Derivation from hepatocellular adenoma? Clinicopathologic analysis</article-title>
          <source>Mod. Pathol.</source>
          <year>2014</year>
          <volume>27</volume>
          <fpage>420</fpage>
          <lpage>432</lpage>
          <pub-id pub-id-type="doi">10.1038/modpathol.2013.148</pub-id>
          <pub-id pub-id-type="pmid">24051694</pub-id>
        </citation>
      </ref>
      <ref id="B87-ijms-17-00774">
        <label>87.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Yasui</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Hashimoto</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Komorizono</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Koike</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Arii</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Imai</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Shima</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Kanbara</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Saibara</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Mori</surname>
              <given-names>T.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Characteristics of patients with nonalcoholic steatohepatitis who develop hepatocellular carcinoma</article-title>
          <source>Clin. Gastroenterol. Hepatol.</source>
          <year>2011</year>
          <volume>9</volume>
          <fpage>428</fpage>
          <lpage>433</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cgh.2011.01.023</pub-id>
          <pub-id pub-id-type="pmid">21320639</pub-id>
        </citation>
      </ref>
    </ref-list>
    <sec sec-type="display-objects">
      <title>Figure and Tables</title>
      <fig id="ijms-17-00774-f001" position="float">
        <label>Figure 1</label>
        <caption>
          <p>Progression of non-alcoholic fatty liver disease (NAFLD) to non-alcoholic steatohepatitis (NASH) with or without fibrosis, cirrhosis, and hepatocellular carcinoma. Data adapted form [<xref ref-type="bibr" rid="B7-ijms-17-00774">7</xref>,<xref ref-type="bibr" rid="B8-ijms-17-00774">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00774">9</xref>] and [<xref ref-type="bibr" rid="B24-ijms-17-00774">24</xref>].</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="ijms-17-00774-g001.tif"/>
      </fig>
      <table-wrap id="ijms-17-00774-t001" position="float">
        <object-id pub-id-type="pii">ijms-17-00774-t001_Table 1</object-id>
        <label>Table 1</label>
        <caption>
          <p>Risk factors for fibrosis progression in non-alcoholic fatty liver disease (NAFLD): Results from paired liver biopsy studies.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Study Author, Year</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin"><italic>n</italic></th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Mean/Median (Standard Deviation or Range) Follow up in Years</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Predictors of Fibrosis Progression</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Odds Ratio (95% CI)</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">Adams (2005)</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">103</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">3.2 (&#xB1;3.0)</td>
              <td align="center" valign="middle">Diabetes</td>
              <td align="center" valign="middle">1.48</td>
            </tr>
            <tr>
              <td align="center" valign="middle">Fibrosis stage</td>
              <td align="center" valign="middle">0.80</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">BMI (per kg/m<sup>2</sup>)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.04</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Fassio (2004)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">22</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4.3 (3.0&#x2013;14.3)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Obesity</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NR</td>
            </tr>
            <tr>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">Argo (2009) *</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">221</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">5.3 (1.0&#x2013;21.3)</td>
              <td align="center" valign="middle">Age</td>
              <td align="center" valign="middle">0.98 (0.96&#x2013;0.99)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Any inflammation at initial biopsy</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.5 (1.4&#x2013;4.3)</td>
            </tr>
            <tr>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">Wong (2010)</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">52</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">3, NR</td>
              <td align="center" valign="middle">High LDL</td>
              <td align="center" valign="middle">2.7 (1.2 to 6.1)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">High waist circumference</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.3 (1.1 to 1.5)</td>
            </tr>
            <tr>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">Sorrentino (2010)</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">149</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">6.4</td>
              <td align="center" valign="middle">Fibronectin immunohistochemistry</td>
              <td align="center" valign="middle">14.1 (6.9&#x2013;32.3)</td>
            </tr>
            <tr>
              <td align="center" valign="middle">Hypertension</td>
              <td align="center" valign="middle">4.8 (2.7&#x2013;18.2)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">HOMA-IR &gt; 10</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.9 (1.6&#x2013;12.1)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Pais (2013)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">70</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.7 (&#xB1;2.1)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">^ steatosis grade</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NR</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Chan (2014)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">35</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">6.4 (&#xB1;0.8)</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">nil</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">-</td>
            </tr>
            <tr>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">McPherson (2014)</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">108</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">6.6 (1.3&#x2013;22.6)</td>
              <td align="center" valign="middle">At baseline biopsy FIB 4 score</td>
              <td align="center" valign="middle">2.1 (1.1&#x2013;3.9)</td>
            </tr>
            <tr>
              <td align="center" valign="middle">At follow up biopsy FIB 4 score</td>
              <td align="center" valign="middle">3.1 (1.4&#x2013;6.8)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Diabetes</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">6.25 (1.88&#x2013;20)</td>
            </tr>
            <tr>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">Singh (2015) **</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">411</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NR</td>
              <td align="center" valign="middle">Hypertension</td>
              <td align="center" valign="middle">1.94 (1.00&#x2013;3.74)</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Low AST:ALT ratio at baseline biopsy</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">&#x2212;0.08 (&#x2212;0.16&#x2013;0.00)</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>* A systematic review comprising 10 studies; ** A meta-analysis including 11 cohort studies; ^ Progression defined by progression from non-alcoholic fatty liver (NAFL) to non-alcoholic steatohepatitis (NASH), occurrence of bridging fibrosis or at least one point increase in the NAFLD activity score (NAS) score from &lt;5 to 5, or greater; NR = Not reported; HOMA&#x2013;IR = homeostasis model of assessment-insulin resistance.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <table-wrap id="ijms-17-00774-t002" position="float">
        <object-id pub-id-type="pii">ijms-17-00774-t002_Table 2</object-id>
        <label>Table 2</label>
        <caption>
          <p>Fibrosis stage as predictor of liver related complications, death, and overall mortality.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Study Author, Year</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">NAFLD Patients (<italic>n</italic>)</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Mean Follow up (Years)</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Histological Subgroup (<italic>N</italic>)</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Cirrhosis and Liver Related Complications HR</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Liver Related Mortality HR</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Overall Mortality HR</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">Ekstedt <italic>et al.</italic>, 2015</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">229</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">26.4</td>
              <td align="center" valign="middle">NAS 0&#x2013;8</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">10.8</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">3.3</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">3.28</td>
            </tr>
            <tr>
              <td align="center" valign="middle">Fibrosis stage 3&#x2013;4</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>n</italic> = 16</td>
            </tr>
            <tr>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">Younossi <italic>et al.</italic>, 2011</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">257</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">12.1</td>
              <td align="center" valign="middle">Fibrosis stage 3&#x2013;4</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">-</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">5.68</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">-</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin"><italic>n</italic> = NR</td>
            </tr>
            <tr>
              <td rowspan="5" align="center" valign="middle" style="border-bottom:solid thin">Angulo <italic>et al.</italic>, 2015</td>
              <td rowspan="5" align="center" valign="middle" style="border-bottom:solid thin">619</td>
              <td rowspan="5" align="center" valign="middle" style="border-bottom:solid thin">12.6</td>
              <td colspan="4" align="center" valign="middle" style="border-bottom:solid thin">Fibrosis stage</td>
            </tr>
            <tr>
              <td align="center" valign="middle">F1 <italic>n</italic> = 141</td>
              <td align="center" valign="middle">* 2.38</td>
              <td align="center" valign="middle">-</td>
              <td align="center" valign="middle">1.88</td>
            </tr>
            <tr>
              <td align="center" valign="middle">F2 <italic>n</italic> = 85</td>
              <td align="center" valign="middle">* 7.51</td>
              <td align="center" valign="middle">11.2</td>
              <td align="center" valign="middle">2.89</td>
            </tr>
            <tr>
              <td align="center" valign="middle">F3 <italic>n</italic> = 53</td>
              <td align="center" valign="middle">* 13.78</td>
              <td align="center" valign="middle">85.79 </td>
              <td align="center" valign="middle">3.76</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">F4 <italic>n</italic> = 18</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">* 47.46</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">-</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">10.9</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>* Results derived from a multivariate model including age, sex, race, BMI, diabetes, hypertension, statin use, site, and smoking. HR (hazard ratio).</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
    </sec>
  </back>
</article>
