<?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/ijms17050633</article-id>
      <article-id pub-id-type="publisher-id">ijms-17-00633</article-id>
      <article-categories>
        <subj-group>
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Definitions of Normal Liver Fat and the Association of Insulin Sensitivity with Acquired and Genetic NAFLD&#x2014;A Systematic Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Pet&#xE4;j&#xE4;</surname>
            <given-names>Elina M.</given-names>
          </name>
          <xref rid="af1-ijms-17-00633" ref-type="aff">1</xref>
          <xref rid="af2-ijms-17-00633" ref-type="aff">2</xref>
          <xref rid="c1-ijms-17-00633" ref-type="corresp">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Yki-J&#xE4;rvinen</surname>
            <given-names>Hannele</given-names>
          </name>
          <xref rid="af1-ijms-17-00633" ref-type="aff">1</xref>
          <xref rid="af2-ijms-17-00633" ref-type="aff">2</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-17-00633"><label>1</label>Minerva Foundation Institute for Medical Research, 00290 Helsinki, Finland; <email>hannele.yki-jarvinen@helsinki.fi</email></aff>
      <aff id="af2-ijms-17-00633"><label>2</label>Department of Medicine, University of Helsinki and Helsinki University Central Hospital, 00290 Helsinki, Finland</aff>
      <author-notes>
        <corresp id="c1-ijms-17-00633"><label>*</label>Correspondence: <email>elina.petaja@helsinki.fi</email>; Tel./Fax: +358-9-471-71967</corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>27</day>
        <month>04</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>633</elocation-id>
      <history>
        <date date-type="received">
          <day>03</day>
          <month>03</month>
          <year>2016</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>04</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) covers a spectrum of disease ranging from simple steatosis (NAFL) to non-alcoholic steatohepatitis (NASH) and fibrosis. &#x201C;Obese/Metabolic NAFLD&#x201D; is closely associated with obesity and insulin resistance and therefore predisposes to type 2 diabetes and cardiovascular disease. NAFLD can also be caused by common genetic variants, the patatin-like phospholipase domain-containing 3 (PNPLA3) or the transmembrane 6 superfamily member 2 (TM6SF2). Since NAFL, irrespective of its cause, can progress to NASH and liver fibrosis, its definition is of interest. We reviewed the literature to identify data on definition of normal liver fat using liver histology and different imaging tools, and analyzed whether NAFLD caused by the gene variants is associated with insulin resistance. Histologically, normal liver fat content in liver biopsies is most commonly defined as macroscopic steatosis in less than 5% of hepatocytes. In the population-based Dallas Heart Study, the upper 95th percentile of liver fat measured by proton magnetic spectroscopy (<sup>1</sup>H-MRS) in healthy subjects was 5.6%, which corresponds to approximately 15% histological liver fat. When measured by magnetic resonance imaging (MRI)-based techniques such as the proton density fat fraction (PDFF), 5% macroscopic steatosis corresponds to a PDFF of 6% to 6.4%. In contrast to &#x201C;Obese/metabolic NAFLD&#x201D;, NAFLD caused by genetic variants is not associated with insulin resistance. This implies that NAFLD is heterogeneous and that &#x201C;Obese/Metabolic NAFLD&#x201D; but not NAFLD due to the PNPLA3 or TM6SF2 genetic variants predisposes to type 2 diabetes and cardiovascular disease.</p>
      </abstract>
      <kwd-group>
        <kwd>insulin resistance</kwd>
        <kwd>liver fat</kwd>
        <kwd>obesity</kwd>
        <kwd>PNPLA3</kwd>
        <kwd>TM6SF2</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1-ijms-17-00633" sec-type="intro">
      <title>1. Introduction</title>
      <p>Non-alcoholic fatty liver disease (NAFLD) is defined as steatosis not caused by excess alcohol intake (&gt;30 g/day in men and &gt;20 g/day in women), hepatitis B or C, autoimmune hepatitis, iron overload, drugs or toxins [<xref ref-type="bibr" rid="B1-ijms-17-00633">1</xref>]. It covers a spectrum from simple steatosis (NAFL) to non-alcoholic steatohepatitis (NASH) and cirrhosis [<xref ref-type="bibr" rid="B1-ijms-17-00633">1</xref>,<xref ref-type="bibr" rid="B2-ijms-17-00633">2</xref>]. NASH is characterized, in addition to steatosis, by ballooning necrosis, mild inflammation and possibly fibrosis, and can only be diagnosed using a liver biopsy [<xref ref-type="bibr" rid="B3-ijms-17-00633">3</xref>].</p>
      <p>Several longitudinal studies have shown that NAFLD increases the risk of and mortality from type 2 diabetes and cardiovascular disease [<xref ref-type="bibr" rid="B4-ijms-17-00633">4</xref>]. Fibrosis stage is considered to be the most important histological feature predicting advanced liver disease [<xref ref-type="bibr" rid="B5-ijms-17-00633">5</xref>,<xref ref-type="bibr" rid="B6-ijms-17-00633">6</xref>]. It has been recently shown, however, that NAFL defined as macroscopic steatosis in more than 5% of hepatocytes progresses to NASH and fibrosis [<xref ref-type="bibr" rid="B7-ijms-17-00633">7</xref>,<xref ref-type="bibr" rid="B8-ijms-17-00633">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00633">9</xref>], as hypothesized by earlier indirect evidence [<xref ref-type="bibr" rid="B10-ijms-17-00633">10</xref>]. Thus, NAFL predicts both metabolic and liver complications of NAFLD. It is therefore of interest to define normal liver fat content in humans.</p>
      <p>Although NAFLD commonly coexists with obesity, insulin resistance and type 2 diabetes [<xref ref-type="bibr" rid="B11-ijms-17-00633">11</xref>], common genetic causes also exist. A variant in patatin-like phospholipase domain-containing 3 (PNPLA3) (rs738409 [G], encoding I148M) confers susceptibility to NAFL, NASH and fibrosis (&#x201C;PNPLA3 NAFLD&#x201D;) [<xref ref-type="bibr" rid="B12-ijms-17-00633">12</xref>]. Genetic variation in transmembrane 6 superfamily member 2 (TM6SF2) (rs58542926 [T], encoding E167K) is also increases liver fat and the risk of NASH (&#x201C;TM6SF2 NAFLD&#x201D;) [<xref ref-type="bibr" rid="B13-ijms-17-00633">13</xref>]. These two conditions do not appear to be characterized by insulin resistance, although both genetic and metabolic causes of NAFLD may exist in the same person [<xref ref-type="bibr" rid="B14-ijms-17-00633">14</xref>]. If so, then these types of NAFLD would not predispose to type 2 diabetes and cardiovascular disease.</p>
      <p>The ensuing review will focus on defining normal liver fat content and discussing how liver fat content is related to insulin sensitivity in &#x201C;Obese/Metabolic NAFLD&#x201D; and the common genetic forms of NAFLD.</p>
    </sec>
    <sec id="sec2-ijms-17-00633">
      <title>2. Definitions of Normal Liver Fat</title>
      <sec id="sec2dot1-ijms-17-00633">
        <title>2.1. Biochemical and Histologic Definitions</title>
        <p>The biochemical standard for normal triglyceride content in the human liver is 5.5% of triglyceride of wet liver tissue weight [<xref ref-type="bibr" rid="B15-ijms-17-00633">15</xref>,<xref ref-type="bibr" rid="B16-ijms-17-00633">16</xref>]. Histologically, the liver is considered steatotic when &#x2265;5% of hepatocytes in a tissue section stained with hematoxylin and eosin contain macrovesicular steatosis [<xref ref-type="bibr" rid="B17-ijms-17-00633">17</xref>,<xref ref-type="bibr" rid="B18-ijms-17-00633">18</xref>,<xref ref-type="bibr" rid="B19-ijms-17-00633">19</xref>,<xref ref-type="bibr" rid="B20-ijms-17-00633">20</xref>]. Steatosis is graded by the pathologist from 0 to 3 based on its severity: grade 0 (normal) = &lt;5%, grade 1 (mild) = 5%&#x2013;33%, grade 2 (moderate) = 34%&#x2013;66%, and grade 3 (severe) = &#x2265;67% of hepatocytes characterized by macroscopic steatosis [<xref ref-type="bibr" rid="B17-ijms-17-00633">17</xref>]. As discussed below, these percentages seem quite different from those obtained by proton magnetic resonance spectroscopy (<sup>1</sup>H-MRS) (<xref ref-type="table" rid="ijms-17-00633-t001">Table 1</xref>).</p>
      </sec>
      <sec id="sec2dot2-ijms-17-00633">
        <title>2.2. Proton Magnetic Resonance Spectroscopy (<sup>1</sup>H-MRS)</title>
        <p>Steatosis can most accurately be measured using <sup>1</sup>H-MRS [<xref ref-type="bibr" rid="B28-ijms-17-00633">28</xref>]. This technique enables sampling of a large volume fraction of the liver compared to a biopsy [<xref ref-type="bibr" rid="B29-ijms-17-00633">29</xref>,<xref ref-type="bibr" rid="B30-ijms-17-00633">30</xref>] and provides an accurate and reproducible measurement of liver fat content [<xref ref-type="bibr" rid="B30-ijms-17-00633">30</xref>]. However, <sup>1</sup>H-MRS is expensive, as it requires use of magnetic resonance imaging (MRI) scanner and special expertise to perform proton magnetic resonance spectroscopy (<sup>1</sup>H-MRS) at the time of MRI scanning. <sup>1</sup>H-MRS has been used in one population-based study, the Dallas Heart Study (DHS), to define normal liver fat content [<xref ref-type="bibr" rid="B23-ijms-17-00633">23</xref>]. In this study, <sup>1</sup>H-MRS was performed on 2349 subjects, of which 345 were considered healthy based on the following criteria: no history of liver disease or risk factors for hepatic steatosis (alcohol consumption &#x2264;30 g/day in men, &#x2264;20 g/day in women, body mass index (BMI) &lt;25 kg/m<sup>2</sup>, normal fasting serum glucose, non-diabetic and normal serum alanine aminotransferase (ALT) (&#x2264;30 IU/L in men, &#x2264;19 IU/L in women)). The upper limit of normal liver fat content was defined based on the upper 95th percentile in the healthy subjects and was 5.56% [<xref ref-type="bibr" rid="B23-ijms-17-00633">23</xref>].</p>
        <p>The <sup>1</sup>H-MRS studies determine the hepatic triglyceride content rather than the percentage of hepatocytes with macroscopic lipid droplets. The relationship between <sup>1</sup>H-MRS and histological liver fat content has been analyzed in two small studies, which included 13 [<xref ref-type="bibr" rid="B31-ijms-17-00633">31</xref>], 12 [<xref ref-type="bibr" rid="B32-ijms-17-00633">32</xref>] and 50 [<xref ref-type="bibr" rid="B33-ijms-17-00633">33</xref>] subjects. In the first two studies, the <sup>1</sup>H-MRS-determined normal liver fat in the DHS, <italic>i.e.</italic>, the 5.56% value corresponded to 15.7% [<xref ref-type="bibr" rid="B31-ijms-17-00633">31</xref>] and 13.9% [<xref ref-type="bibr" rid="B32-ijms-17-00633">32</xref>] of hepatocytes with macroscopic steatosis. On the third study, histological grade 1 (5%&#x2013;33% macroscopic liver fat) corresponded to 11% (7%&#x2013;14%), grade 2 (33%&#x2013;66%) to 18% (14%&#x2013;23%) and grade 3 (&gt;66%) to 25% (10%&#x2013;28%) <sup>1</sup>H-MRS liver fat [<xref ref-type="bibr" rid="B33-ijms-17-00633">33</xref>]. <sup>1</sup>H-MRS-measured liver fat corresponds well to triglyceride content measured in a liver biopsy (<italic>r</italic> = 0.90, <italic>p</italic> &lt; 0.001) [<xref ref-type="bibr" rid="B34-ijms-17-00633">34</xref>]. These data show that the technique used to define normal liver fat influences the normal value.</p>
      </sec>
      <sec id="sec2dot3-ijms-17-00633">
        <title>2.3. Magnetic Resonance Imaging (MRI)</title>
        <p>Hepatic steatosis can be diagnosed with MRI using an out-of-phase and in-phase imaging technique developed by Dixon WT <italic>et al.</italic> [<xref ref-type="bibr" rid="B35-ijms-17-00633">35</xref>]. This method involves acquisition of MR images at echo times in which fat proton and water proton signals are either out-of-phase (water and fat signals cancel) or in-phase (water and fat signals add up) [<xref ref-type="bibr" rid="B35-ijms-17-00633">35</xref>,<xref ref-type="bibr" rid="B36-ijms-17-00633">36</xref>,<xref ref-type="bibr" rid="B37-ijms-17-00633">37</xref>]. Once the out-of-phase and in-phase images are acquired by using constant calibration and other scanner settings, a quantitative fat signal fraction can be calculated from the hepatic signal [<xref ref-type="bibr" rid="B38-ijms-17-00633">38</xref>]. Modified versions of the early Dixon method have been introduced. These include the hepatic fat fraction by Fishbein MH <italic>et al.</italic> which uses fast gradient echo techniques [<xref ref-type="bibr" rid="B25-ijms-17-00633">25</xref>,<xref ref-type="bibr" rid="B39-ijms-17-00633">39</xref>] and correlates well with histological liver fat content (<italic>r</italic> = 0.77, <italic>p</italic> &lt; 0.001). The newer MRI-determined proton density fat fraction (PDFF) technique provides a quantitative, standardized and objective MRI measurement of hepatic fat based upon inherent tissue properties [<xref ref-type="bibr" rid="B40-ijms-17-00633">40</xref>,<xref ref-type="bibr" rid="B41-ijms-17-00633">41</xref>]. The MRI-PDFF method is reproducible and correlates closely with <sup>1</sup>H-MRS (<italic>r</italic> = 0.99) [<xref ref-type="bibr" rid="B33-ijms-17-00633">33</xref>,<xref ref-type="bibr" rid="B42-ijms-17-00633">42</xref>] and liver histology (8.9%&#x2013;9.4% at grade 1, 15.8%&#x2013;16.3% at grade 2, and 22.1%&#x2013;25.0% at grade 3, <italic>p</italic> &lt; 0.0001) [<xref ref-type="bibr" rid="B33-ijms-17-00633">33</xref>,<xref ref-type="bibr" rid="B43-ijms-17-00633">43</xref>,<xref ref-type="bibr" rid="B44-ijms-17-00633">44</xref>]. With this technique, the 5% macroscopic liver fat determined by histology corresponds to a PDFF value of 6% to 6.4% [<xref ref-type="bibr" rid="B45-ijms-17-00633">45</xref>,<xref ref-type="bibr" rid="B46-ijms-17-00633">46</xref>].</p>
      </sec>
      <sec id="sec2dot4-ijms-17-00633">
        <title>2.4. Ultrasound (US)</title>
        <p>Ultrasound (US) is an inexpensive and widely available tool to visualize the liver and its fat content. Hepatic steatosis appears as a diffuse increase in parenchymal brightness and echogenicity on US images, and is often compared to hypoechogenity of the kidney cortex. Most studies score steatosis semiquantitatively as &#x201C;mild&#x201D;, &#x201C;moderate&#x201D; and &#x201C;severe&#x201D; based upon the visual assessment of hepatic echogenicity [<xref ref-type="bibr" rid="B27-ijms-17-00633">27</xref>,<xref ref-type="bibr" rid="B47-ijms-17-00633">47</xref>,<xref ref-type="bibr" rid="B48-ijms-17-00633">48</xref>,<xref ref-type="bibr" rid="B49-ijms-17-00633">49</xref>]. Lack of standardization precludes accurate comparison of data acquired by different machines and investigators. US lacks sensitivity in obese subjects [<xref ref-type="bibr" rid="B50-ijms-17-00633">50</xref>] and in subjects with low liver fat content [<xref ref-type="bibr" rid="B51-ijms-17-00633">51</xref>]. The sensitivity of diagnosing fatty liver increases from 55% to 80% when liver fat increases from 10%&#x2013;20% to over 30% [<xref ref-type="bibr" rid="B51-ijms-17-00633">51</xref>]. A recent study [<xref ref-type="bibr" rid="B52-ijms-17-00633">52</xref>] suggested that the optimum sensitivity for US was achieved at a <sup>1</sup>H-MRS-measured liver fat content greater than 12.5%. A meta-analysis of 44 studies comprising 4720 subjects concluded that US has a sensitivity of 85% and a specificity of 94% for detecting 20%&#x2013;30% macroscopic steatosis [<xref ref-type="bibr" rid="B53-ijms-17-00633">53</xref>]. The sensitivity and specificity were 65% and 81% for detecting 0%&#x2013;5% steatosis and 93% and 88%, respectively, for detecting &gt;10% steatosis.</p>
        <p>Xia MF <italic>et al.</italic> created an equation for accurate quantification of liver fat content using US in Chinese subjects [<xref ref-type="bibr" rid="B54-ijms-17-00633">54</xref>]. A tissue-mimicking phantom was used as a standard and the US hepatic/renal ratio was measured to calculate liver fat content in 127 subjects, in whom liver fat was also measured using <sup>1</sup>H-MRS. The adjusted R<sup>2</sup> for the model was 80%. The optimal cut-off for the US-measured liver fat content to diagnose hepatic steatosis was 9.15%, which yielded a sensitivity and specificity of 95% and 100%, respectively. The utility of this technique in other ethnic groups which are more obese than the Chinese in the face of a similar amount of liver fat [<xref ref-type="bibr" rid="B55-ijms-17-00633">55</xref>,<xref ref-type="bibr" rid="B56-ijms-17-00633">56</xref>] remains to be tested.</p>
      </sec>
      <sec id="sec2dot5-ijms-17-00633">
        <title>2.5. Computed Tomography (CT)</title>
        <p>Hepatic steatosis can also be assessed by using computed tomography (CT) by comparing attenuation of the liver parenchyma to that of the spleen [<xref ref-type="bibr" rid="B57-ijms-17-00633">57</xref>]. Tissue fat deposition lowers attenuation, hence fatty areas are less dense and appear darker than the non-fatty tissues [<xref ref-type="bibr" rid="B22-ijms-17-00633">22</xref>]. The attenuation value in the healthy liver is 50 to 57 Houndsfield Units (HU) and 8 to 10 HU higher than that of spleen [<xref ref-type="bibr" rid="B22-ijms-17-00633">22</xref>]. It decreases by 1.6 HU for every 1 mg of triglycerides per gram of liver tissue [<xref ref-type="bibr" rid="B58-ijms-17-00633">58</xref>]. In subjects with steatosis, the mean attenuation value of the liver is lower than that of the spleen, and the liver appears darker than the spleen. Attenuation values less than 40 HU in the liver or 10 HU less in the liver than in the spleen are indicative of marked hepatic steatosis (&gt;30%). Smaller fractions of fatty infiltration cannot be accurately and reliably assessed [<xref ref-type="bibr" rid="B59-ijms-17-00633">59</xref>,<xref ref-type="bibr" rid="B60-ijms-17-00633">60</xref>].</p>
      </sec>
    </sec>
    <sec id="sec3-ijms-17-00633">
      <title>3. Non-Alcoholic Fatty Liver Disease (NAFLD) and Insulin Sensitivity</title>
      <sec id="sec3dot1-ijms-17-00633">
        <title>3.1. Insulin Resistance in &#x201C;Obese/Metabolic NAFLD&#x201D;</title>
        <p>In subjects with NAFLD and the metabolic syndrome (MetS), <italic>i.e.</italic>, in &#x201C;Obese/Metabolic NAFLD&#x201D;, liver fat is closely correlated with direct measures of insulin resistance such as the inability of insulin to suppress hepatic glucose production [<xref ref-type="bibr" rid="B61-ijms-17-00633">61</xref>], and indirect measures such as fasting serum insulin and the product of fasting insulin and glucose (Homeostasis model assessment for insulin resistance [HOMA-IR]) [<xref ref-type="bibr" rid="B62-ijms-17-00633">62</xref>]. Indeed, liver fat correlates better with fasting insulin than with liver enzymes such as serum ALT and aspartate aminotransferase (AST) [<xref ref-type="bibr" rid="B63-ijms-17-00633">63</xref>,<xref ref-type="bibr" rid="B64-ijms-17-00633">64</xref>]. This close association between fasting insulin and liver fat is physiologically feasible as the main action of insulin after an overnight fast is to restrain hepatic glucose production. The inability of insulin to suppress hepatic glucose production increases fasting glucose, which stimulates insulin secretion leading to hyperglycemia and hyperinsulinemia.</p>
        <p>Lipolysis is the main source of fatty acids used for synthesis of intrahepatocellular triglycerides [<xref ref-type="bibr" rid="B65-ijms-17-00633">65</xref>,<xref ref-type="bibr" rid="B66-ijms-17-00633">66</xref>]. Liver fat is closely correlated with the ability of insulin to suppress lipolysis [<xref ref-type="bibr" rid="B67-ijms-17-00633">67</xref>,<xref ref-type="bibr" rid="B68-ijms-17-00633">68</xref>]. The ability of insulin to suppress very low density lipoprotein (VLDL) production is also impaired in NAFLD, which contributes to hypertriglyceridemia and a low high density lipoprotein (HDL) cholesterol concentration. Damaged hepatocytes release increased amounts of C-reactive protein (CRP) and coagulation factors, which could contribute to increased risk of cardiovascular disease and atherothrombotic vascular disease (<xref ref-type="fig" rid="ijms-17-00633-f001">Figure 1</xref>).</p>
        <p>Any obese person with NAFLD and features of the MetS can be considered to have &#x201C;Obese/Metabolic NAFLD&#x201D; irrespective of genetic risk factors. The most recent proposal defines the MetS in 10 different ways [<xref ref-type="bibr" rid="B69-ijms-17-00633">69</xref>]. The presence of any three out of five features (hypertriglyceridemia, low HDL cholesterol, hyperglycemia, hypertension, increased waist circumference) is required for diagnosis of the MetS [<xref ref-type="bibr" rid="B69-ijms-17-00633">69</xref>]. For clinical practice, this definition still remains the best tool to diagnose insulin resistance, although the extent to which the 10 different definitions increase the risk of endpoints such as type 2 diabetes and cardiovascular disease is unclear. Measurement of fasting insulin and glucose concentrations and their calculation of their product HOMA-IR might seem more attractive direct tools to measure insulin sensitivity in subjects with NAFLD. The problem with this approach is that insulin assays are not internationally standardized and give highly variable results [<xref ref-type="bibr" rid="B70-ijms-17-00633">70</xref>].</p>
      </sec>
      <sec id="sec3dot2-ijms-17-00633">
        <title>3.2. &#x201C;Patatin-Like Phospholipase Domain-Containing 3 (PNPLA3) NAFLD&#x201D; and Insulin Sensitivity</title>
        <p>Approximately 30% of Europids and several other ethnic groups carry the PNPLA3 I148M variant [<xref ref-type="bibr" rid="B12-ijms-17-00633">12</xref>]. The association between the PNPLA3 gene variant and NAFLD [<xref ref-type="bibr" rid="B12-ijms-17-00633">12</xref>] has been replicated in over 50 studies, including eight genome wide association studies [<xref ref-type="bibr" rid="B71-ijms-17-00633">71</xref>,<xref ref-type="bibr" rid="B72-ijms-17-00633">72</xref>,<xref ref-type="bibr" rid="B73-ijms-17-00633">73</xref>]. In a meta-analysis carriers of the I148M variant had 73% more liver fat, a 3.2-fold higher risk of necro-inflammation and a 3.2-fold greater risk of developing fibrosis than the non-carriers [<xref ref-type="bibr" rid="B71-ijms-17-00633">71</xref>]. In a meta-analysis comprising 12 Asian studies, the risk of NAFLD was 1.9-fold increased in carriers compared to non-carriers [<xref ref-type="bibr" rid="B72-ijms-17-00633">72</xref>]. Recent meta-analyses have also shown that this gene variant increases the risk of cirrhosis by 1.9-fold [<xref ref-type="bibr" rid="B74-ijms-17-00633">74</xref>] and hepatocellular carcinoma (HCC) by 1.8-fold [<xref ref-type="bibr" rid="B75-ijms-17-00633">75</xref>].</p>
        <p><italic>In vitro</italic>, the PNPLA3 I148M gene variant abolishes intrahepatocellular lipolysis [<xref ref-type="bibr" rid="B76-ijms-17-00633">76</xref>,<xref ref-type="bibr" rid="B77-ijms-17-00633">77</xref>] and by acting as a lysophosphatidic acid acyl transferase stimulates triglyceride synthesis from long unsaturated fatty acids containing coenzyme A (CoA) more than from saturated fatty acid CoAs [<xref ref-type="bibr" rid="B78-ijms-17-00633">78</xref>]. The contribution of each these mechanisms to function of the PNPLA3 gene variant in the human liver is uncertain. It is clear, however, that the human liver lipidome markedly differs between &#x201C;Obese/Metabolic NAFLD&#x201D; and &#x201C;PNPLA3 NAFLD&#x201D; [<xref ref-type="bibr" rid="B14-ijms-17-00633">14</xref>]. The increase in liver fat in the carriers of the PNPLA3 I148M gene variant is due to polyunsaturated triglycerides, whereas in &#x201C;Obese/Metabolic NAFLD&#x201D; the concentration of saturated triglycerides and insulin resistance-inducing ceramides is increased [<xref ref-type="bibr" rid="B14-ijms-17-00633">14</xref>].</p>
        <p><xref ref-type="table" rid="ijms-17-00633-t002">Table 2</xref> summarizes the 14 studies that include data on insulin sensitivity in carriers and non-carriers of the I148M variant [<xref ref-type="bibr" rid="B12-ijms-17-00633">12</xref>,<xref ref-type="bibr" rid="B79-ijms-17-00633">79</xref>,<xref ref-type="bibr" rid="B80-ijms-17-00633">80</xref>,<xref ref-type="bibr" rid="B81-ijms-17-00633">81</xref>,<xref ref-type="bibr" rid="B82-ijms-17-00633">82</xref>,<xref ref-type="bibr" rid="B83-ijms-17-00633">83</xref>,<xref ref-type="bibr" rid="B84-ijms-17-00633">84</xref>,<xref ref-type="bibr" rid="B85-ijms-17-00633">85</xref>,<xref ref-type="bibr" rid="B86-ijms-17-00633">86</xref>,<xref ref-type="bibr" rid="B87-ijms-17-00633">87</xref>,<xref ref-type="bibr" rid="B88-ijms-17-00633">88</xref>,<xref ref-type="bibr" rid="B89-ijms-17-00633">89</xref>,<xref ref-type="bibr" rid="B90-ijms-17-00633">90</xref>,<xref ref-type="bibr" rid="B91-ijms-17-00633">91</xref>]. Carriers of the PNPLA3 I148M variant had more liver fat in their liver than non-carriers. Insulin sensitivity as evaluated by HOMA-IR [<xref ref-type="bibr" rid="B62-ijms-17-00633">62</xref>], the hyperinsulinemic clamp technique, fasting or post-glucose insulin and glucose concentrations did not, however, differ between carriers and non-carriers of the gene variant. These studies included obese and non-obese, diabetic and non-diabetic as well as pediatric cohorts. Serum triglycerides were either similar or lower in variant allele carriers as compared to non-carriers, consistent with lack of insulin resistance (<xref ref-type="table" rid="ijms-17-00633-t002">Table 2</xref>).</p>
      </sec>
      <sec id="sec3dot3-ijms-17-00633">
        <title>3.3. &#x201C;Transmembrane 6 Superfamily Member 2 (TM6SF2) NAFLD&#x201D; and Insulin Sensitivity</title>
        <p>Approximately 7% of all subjects carry the TM6SF2 E167K variant. This gene variant increases the risk of NAFLD, independent of genetic variation in PNPLA3 at rs738409, obesity and alcohol intake [<xref ref-type="bibr" rid="B92-ijms-17-00633">92</xref>]. A recent meta-analysis reported that carriers of the TM6SF2 E167K gene variant have a 2.1-fold higher risk of NAFLD than non-carriers [<xref ref-type="bibr" rid="B93-ijms-17-00633">93</xref>]. They also had lower circulating total and low density lipoprotein (LDL) cholesterol, and triglyceride concentrations than non-carriers [<xref ref-type="bibr" rid="B93-ijms-17-00633">93</xref>].</p>
        <p>Four <italic>in vitro</italic> studies have examined the mechanism by which the TM6SF2 E167K gene variant could increase liver fat. Recombinant adeno-associated viral vectors expressing short hairpin RNAs were used to reduce <italic>Tm6sf2</italic> transcripts in the mouse liver, which increased hepatic triglyceride content three-fold [<xref ref-type="bibr" rid="B92-ijms-17-00633">92</xref>]. TM6SF2 knock-out mice developed hepatic steatosis and had a three-fold reduced plasma VLDL triglyceride levels due to decreased lipidation [<xref ref-type="bibr" rid="B94-ijms-17-00633">94</xref>]. In another study, TM6SF2 small interfering RNA inhibition also decreased export of triglyceride-rich lipoproteins and lipid droplet content in human hepatoma cell lines (Huh7 and HepG2) [<xref ref-type="bibr" rid="B95-ijms-17-00633">95</xref>]. Overexpression of TM6SF2 in Huh7 cells reduced cellular triglyceride content [<xref ref-type="bibr" rid="B96-ijms-17-00633">96</xref>]. Transient overexpression of human TM6SF2 in mice using a liver-targeting adenovirus containing the human TM6SF2 coding region increased, while knockdown of endogenous TM6SF2 decreased circulating total cholesterol [<xref ref-type="bibr" rid="B96-ijms-17-00633">96</xref>]. In the latter study, no change in hepatic fat content was observed. This was hypothetized to be due to the transient exposure, compared to the lifetime exposure of humans carrying the gene variant [<xref ref-type="bibr" rid="B96-ijms-17-00633">96</xref>].</p>
        <p><xref ref-type="table" rid="ijms-17-00633-t003">Table 3</xref> summarizes seven studies that have reported data on liver fat content and insulin sensitivity in carriers and non-carriers of TM6SF2 E167K gene variant [<xref ref-type="bibr" rid="B13-ijms-17-00633">13</xref>,<xref ref-type="bibr" rid="B81-ijms-17-00633">81</xref>,<xref ref-type="bibr" rid="B92-ijms-17-00633">92</xref>,<xref ref-type="bibr" rid="B97-ijms-17-00633">97</xref>,<xref ref-type="bibr" rid="B98-ijms-17-00633">98</xref>,<xref ref-type="bibr" rid="B99-ijms-17-00633">99</xref>,<xref ref-type="bibr" rid="B100-ijms-17-00633">100</xref>]. In all but one of these studies, carriers had a significantly higher liver fat content as determined by <sup>1</sup>H-MRS, MRI, histology or US [<xref ref-type="bibr" rid="B13-ijms-17-00633">13</xref>,<xref ref-type="bibr" rid="B92-ijms-17-00633">92</xref>,<xref ref-type="bibr" rid="B97-ijms-17-00633">97</xref>,<xref ref-type="bibr" rid="B98-ijms-17-00633">98</xref>,<xref ref-type="bibr" rid="B99-ijms-17-00633">99</xref>,<xref ref-type="bibr" rid="B100-ijms-17-00633">100</xref>] than non-carriers. Insulin sensitivity, as determined by HOMA-IR or from oral glucose tolerance test measures did not differ between carriers and non-carriers. Triglyceride concentrations were either lower [<xref ref-type="bibr" rid="B81-ijms-17-00633">81</xref>,<xref ref-type="bibr" rid="B98-ijms-17-00633">98</xref>,<xref ref-type="bibr" rid="B100-ijms-17-00633">100</xref>] or similar [<xref ref-type="bibr" rid="B13-ijms-17-00633">13</xref>,<xref ref-type="bibr" rid="B97-ijms-17-00633">97</xref>,<xref ref-type="bibr" rid="B99-ijms-17-00633">99</xref>] but also in one study higher [<xref ref-type="bibr" rid="B92-ijms-17-00633">92</xref>] in TM6SF2 E167K variant allele carriers compared to non-carriers.</p>
      </sec>
    </sec>
    <sec id="sec4-ijms-17-00633">
      <title>4. Materials and Methods</title>
      <p>We performed a systematic search using PubMed and Medline on two topics. For definitions of normal liver fat, we used the following search terms and their combinations: &#x201C;normal liver fat&#x201D;, &#x201C;liver histology&#x201D;, &#x201C;liver biopsy&#x201D; and &#x201C;liver triglycerides&#x201D;, &#x201C;liver H-MRS&#x201D;, &#x201C;liver MRI&#x201D;, &#x201C;liver MRI-PDFF&#x201D;, &#x201C;liver CT&#x201D;, &#x201C;liver ultrasound&#x201D; and received 526 matches. Thirty-three studies included data on normal liver fat content or compared liver fat measured using different techniques. To review the association between insulin resistance and genetic NAFLD, we searched for studies using the following search terms: &#x201C;PNPLA3&#x201D; or &#x201C;TM6SF2&#x201D; and &#x201C;insulin resistance&#x201D;, &#x201C;euglycemic (hyperinsulinemic) clamp&#x201D;, &#x201C;fasting glucose&#x201D;, &#x201C;fasting insulin&#x201D;, &#x201C;HOMA-IR&#x201D;, &#x201C;oral glucose tolerance test&#x201D; and included studies which compared results between carriers and non-carriers of PNPLA<italic>3</italic> I148M or TM6SF2 E167K gene variants. A total of 124 matched were found. Of these, 22 studies were informative with respect to liver fat content and insulin resistance between genotypes, and were thus included.</p>
    </sec>
    <sec id="sec5-ijms-17-00633" sec-type="conclusions">
      <title>5. Conclusions</title>
      <p>Normal liver fat content based on liver histology can be defined as macroscopic steatosis in less than 5% of hepatocytes. With <sup>1</sup>H-MRS, normal liver fat in the population-based DHS was defined as less or equal than 5.56% [<xref ref-type="bibr" rid="B23-ijms-17-00633">23</xref>], which corresponds to histologic liver fat of approximately 15% [<xref ref-type="bibr" rid="B31-ijms-17-00633">31</xref>,<xref ref-type="bibr" rid="B32-ijms-17-00633">32</xref>]. Definitions of normal liver fat content thus depend on the method used. There is also no prospective evidence that these normal values are of clinical relevance with respect to the development of liver fibrosis.</p>
      <p>Although NAFLD has often been regarded simply as the hepatic manifestation of the MetS, it is now clear that NAFLD is heterogeneous. While &#x201C;Obese/Metabolic NAFLD&#x201D; is associated with NAFLD and features of the MetS and an increased risk of type 2 diabetes and cardiovascular disease, NAFLD caused by I148M variant in PNPLA3 and the E167K variant in TM6SF2 is not accompanied by insulin resistance. Thus, lack of insulin resistance does not exclude NAFLD and not all patients with NAFLD are at increased risk of type 2 diabetes and cardiovascular disease. Given that both the MetS and the genetic variants in PNPLA3 and TM6SF2 are common, there are also many individuals with &#x201C;double trouble NAFLD&#x201D; [<xref ref-type="bibr" rid="B14-ijms-17-00633">14</xref>].</p>
      <sec>
        <title>Future Research and Uncertainties</title>
        <p>Although NAFL defined as macroscopic steatosis affecting &gt;5% of hepatocytes predicts fibrosis [<xref ref-type="bibr" rid="B7-ijms-17-00633">7</xref>,<xref ref-type="bibr" rid="B8-ijms-17-00633">8</xref>,<xref ref-type="bibr" rid="B9-ijms-17-00633">9</xref>], it is unknown how various degrees of steatosis predict liver outcomes. Such information would help the clinician to decide which patients to refer to the hepatologist. The same applies to the non-invasive markers of NAFL proposed to be used by the recent European NAFLD guideline if imaging tools are not available [<xref ref-type="bibr" rid="B101-ijms-17-00633">101</xref>]. This guideline also recommended testing for the I148M gene variant in &#x201C;selected cases and in clinical trials&#x201D;. The latter might be helpful in identifying patients with NAFLD who are at risk for advanced liver disease but who lack features of the MetS and are therefore not at risk for cardiovascular disease or type 2 diabetes. A cost&#x2013;benefit analysis of this suggestion is warranted.</p>
      </sec>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgments</title>
      <p>This study was supported by research grants from the Academy of Finland (Hannele Yki-J&#xE4;rvinen), EU H2020 EPoS 634413 (Hannele Yki-J&#xE4;rvinen), the Sigrid Juselius (Hannele Yki-J&#xE4;rvinen), State Research Funding (EVO) (Hannele Yki-J&#xE4;rvinen), the Novo Nordisk (Hannele Yki-J&#xE4;rvinen) Foundations and personal grants from the Finnish Medical Association (Elina M. Pet&#xE4;j&#xE4;) and the Paulo Foundation (Elina M. Pet&#xE4;j&#xE4;).</p>
    </ack>
    <notes>
      <title>Author Contributions</title>
      <p>Elina M. Pet&#xE4;j&#xE4; and Hannele Yki-J&#xE4;rvinen have reviewed the literature and written the review.</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"><sup>1</sup>H-MRS</td>
              <td align="left" valign="middle">proton magnetic resonance spectroscopy</td>
            </tr>
            <tr>
              <td align="left" valign="middle">ALT</td>
              <td align="left" valign="middle">alanine aminotransferase</td>
            </tr>
            <tr>
              <td align="left" valign="middle">AST</td>
              <td align="left" valign="middle">aspartate aminotransferase</td>
            </tr>
            <tr>
              <td align="left" valign="middle">BMI</td>
              <td align="left" valign="middle">body mass index</td>
            </tr>
            <tr>
              <td align="left" valign="middle">BMI-SDS</td>
              <td align="left" valign="middle">body mass index standard deviation score</td>
            </tr>
            <tr>
              <td align="left" valign="middle">CHD</td>
              <td align="left" valign="middle">coronary heart disease</td>
            </tr>
            <tr>
              <td align="left" valign="middle">CoA</td>
              <td align="left" valign="middle">coenzyme A</td>
            </tr>
            <tr>
              <td align="left" valign="middle">CT</td>
              <td align="left" valign="middle">computed tomography</td>
            </tr>
            <tr>
              <td align="left" valign="middle">DM</td>
              <td align="left" valign="middle">diabetes mellitus</td>
            </tr>
            <tr>
              <td align="left" valign="middle">DHS</td>
              <td align="left" valign="middle">Dallas Heart Study</td>
            </tr>
            <tr>
              <td align="left" valign="middle">FFA</td>
              <td align="left" valign="middle">free fatty acids</td>
            </tr>
            <tr>
              <td align="left" valign="middle">fS</td>
              <td align="left" valign="middle">fasting serum</td>
            </tr>
            <tr>
              <td align="left" valign="middle">HDL</td>
              <td align="left" valign="middle">high density lipoprotein</td>
            </tr>
            <tr>
              <td align="left" valign="middle">MCP-1</td>
              <td align="left" valign="middle">monocyte chemoattractant protein-1</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">HDL</td>
              <td align="left" valign="middle">high density lipoprotein</td>
            </tr>
            <tr>
              <td align="left" valign="middle">HOMA-IR</td>
              <td align="left" valign="middle">homeostasis model assessment for insulin resistance</td>
            </tr>
            <tr>
              <td align="left" valign="middle">LDL</td>
              <td align="left" valign="middle">low density lipoprotein</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">MRI</td>
              <td align="left" valign="middle">magnetic resonance imaging</td>
            </tr>
            <tr>
              <td align="left" valign="middle">NAFL</td>
              <td align="left" valign="middle">non-alcoholic fatty liver</td>
            </tr>
            <tr>
              <td align="left" valign="middle">NAFLD</td>
              <td align="left" valign="middle">non-alcoholic fatty liver disease</td>
            </tr>
            <tr>
              <td align="left" valign="middle">NASH</td>
              <td align="left" valign="middle">non-alcoholic steatohepatitis</td>
            </tr>
            <tr>
              <td align="left" valign="middle">OGTT</td>
              <td align="left" valign="middle">oral glucose tolerance test</td>
            </tr>
            <tr>
              <td align="left" valign="middle">P</td>
              <td align="left" valign="middle">plasma</td>
            </tr>
            <tr>
              <td align="left" valign="middle">PDFF</td>
              <td align="left" valign="middle">proton density fat fraction</td>
            </tr>
            <tr>
              <td align="left" valign="middle">PNPLA3</td>
              <td align="left" valign="middle">patatin-like phospholipase domain-containing 3</td>
            </tr>
            <tr>
              <td align="left" valign="middle">TM6SF2</td>
              <td align="left" valign="middle">transmembrane 6 superfamily member 2</td>
            </tr>
            <tr>
              <td align="left" valign="middle">TNF-&#x3B1;</td>
              <td align="left" valign="middle">tumor necrosis factor-&#x3B1;</td>
            </tr>
            <tr>
              <td align="left" valign="middle">US</td>
              <td align="left" valign="middle">ultrasound</td>
            </tr>
            <tr>
              <td align="left" valign="middle">VLDL</td>
              <td align="left" valign="middle">very low density lipoprotein</td>
            </tr>
          </tbody>
        </array>
    </gloss-group>
    </glossary>
    <ref-list>
      <title>References</title>
      <ref id="B1-ijms-17-00633">
        <label>1.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Chalasani</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Younossi</surname>
              <given-names>Z.</given-names>
            </name>
            <name>
              <surname>Lavine</surname>
              <given-names>J.E.</given-names>
            </name>
            <name>
              <surname>Diehl</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Cusi</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Charlton</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Sanyal</surname>
              <given-names>A.J.</given-names>
            </name>
          </person-group>
          <article-title>The diagnosis and management of non-alcoholic fatty liver disease: Practice guideline by the American Association for the Study of Liver Diseases, American College of Gastroenterology, and the American Gastroenterological Association</article-title>
          <source>Am. J. Gastroenterol.</source>
          <year>2012</year>
          <volume>107</volume>
          <fpage>811</fpage>
          <lpage>826</lpage>
          <pub-id pub-id-type="doi">10.1038/ajg.2012.128</pub-id>
          <pub-id pub-id-type="pmid">22641309</pub-id>
        </citation>
      </ref>
      <ref id="B2-ijms-17-00633">
        <label>2.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Neuschwander-Tetri</surname>
              <given-names>B.A.</given-names>
            </name>
          </person-group>
          <article-title>Hepatic lipotoxicity and the pathogenesis of nonalcoholic steatohepatitis: The central role of nontriglyceride fatty acid metabolites</article-title>
          <source>Hepatology</source>
          <year>2010</year>
          <volume>52</volume>
          <fpage>774</fpage>
          <lpage>788</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.23719</pub-id>
          <pub-id pub-id-type="pmid">20683968</pub-id>
        </citation>
      </ref>
      <ref id="B3-ijms-17-00633">
        <label>3.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Kleiner</surname>
              <given-names>D.E.</given-names>
            </name>
            <name>
              <surname>Wilson</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Belt</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Neuschwander-Tetri</surname>
              <given-names>B.A.</given-names>
            </name>
          </person-group>
          <article-title>The NAS and the histopathologic diagnosis in NAFLD: Distinct clinicopathologic meanings</article-title>
          <source>Hepatology</source>
          <year>2011</year>
          <volume>53</volume>
          <fpage>810</fpage>
          <lpage>820</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.24127</pub-id>
          <pub-id pub-id-type="pmid">21319198</pub-id>
        </citation>
      </ref>
      <ref id="B4-ijms-17-00633">
        <label>4.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Anstee</surname>
              <given-names>Q.M.</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="B5-ijms-17-00633">
        <label>5.</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="B6-ijms-17-00633">
        <label>6.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ekstedt</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hagstrom</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>Stal</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="B7-ijms-17-00633">
        <label>7.</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="B8-ijms-17-00633">
        <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-17-00633">
        <label>9.</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.-L.</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Sung</surname>
              <given-names>J.J.-Y.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>H.L.-Y.</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="B10-ijms-17-00633">
        <label>10.</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-beta1 in simple fatty liver: Is it really benign?</article-title>
          <source>J. Transl. Med.</source>
          <year>2008</year>
          <volume>6</volume>
          <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="B11-ijms-17-00633">
        <label>11.</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="B12-ijms-17-00633">
        <label>12.</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 PNPLA3 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="B13-ijms-17-00633">
        <label>13.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Sookoian</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Casta&#xF1;o</surname>
              <given-names>G.O.</given-names>
            </name>
            <name>
              <surname>Scian</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Mallardi</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Fern&#xE1;ndez Gianotti</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Burgue&#xF1;o</surname>
              <given-names>A.L.</given-names>
            </name>
            <name>
              <surname>San Martino</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Pirola</surname>
              <given-names>C.J.</given-names>
            </name>
          </person-group>
          <article-title>Genetic variation in transmembrane 6 superfamily member 2 and the risk of nonalcoholic fatty liver disease and histological disease severity</article-title>
          <source>Hepatology</source>
          <year>2015</year>
          <volume>61</volume>
          <fpage>515</fpage>
          <lpage>525</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.27556</pub-id>
          <pub-id pub-id-type="pmid">25302781</pub-id>
        </citation>
      </ref>
      <ref id="B14-ijms-17-00633">
        <label>14.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Luukkonen</surname>
              <given-names>P.K.</given-names>
            </name>
            <name>
              <surname>Zhou</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>S&#xE4;devirta</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Leivonen</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Arola</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Ore&#x161;i&#x10D;</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hy&#xF6;tyl&#xE4;inen</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Yki-J&#xE4;rvinen</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Hepatic ceramides dissociate steatosis and insulin resistance in patients with non-alcoholic fatty liver disease</article-title>
          <source>J. Hepatol.</source>
          <year>2016</year>
          <volume>64</volume>
          <fpage>1167</fpage>
          <lpage>1175</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2016.01.002</pub-id>
          <pub-id pub-id-type="pmid">26780287</pub-id>
        </citation>
      </ref>
      <ref id="B15-ijms-17-00633">
        <label>15.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Donhoffer</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Quantitative estimation of lipids in needle biopsy sized specimens of cadaver liver</article-title>
          <source>Acta Med. Acad. Sci. Hung</source>
          <year>1974</year>
          <volume>31</volume>
          <fpage>47</fpage>
          <lpage>49</lpage>
          <pub-id pub-id-type="pmid">4464748</pub-id>
        </citation>
      </ref>
      <ref id="B16-ijms-17-00633">
        <label>16.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hoyumpa</surname>
              <given-names>D.A.M.</given-names>
              <suffix>Jr.</suffix>
            </name>
            <name>
              <surname>Greene</surname>
              <given-names>H.L.</given-names>
            </name>
            <name>
              <surname>Dunn</surname>
              <given-names>G.D.</given-names>
            </name>
            <name>
              <surname>Schenker</surname>
              <given-names>S.</given-names>
            </name>
          </person-group>
          <article-title>Fatty liver: Biochemical and clinical considerations</article-title>
          <source>Dig. Dis. Sci.</source>
          <year>1975</year>
          <volume>20</volume>
          <fpage>1142</fpage>
          <lpage>1170</lpage>
          <pub-id pub-id-type="doi">10.1007/BF01070758</pub-id>
        </citation>
      </ref>
      <ref id="B17-ijms-17-00633">
        <label>17.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kleiner</surname>
              <given-names>D.E.</given-names>
            </name>
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>van Natta</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Behling</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Contos</surname>
              <given-names>M.J.</given-names>
            </name>
            <name>
              <surname>Cummings</surname>
              <given-names>O.W.</given-names>
            </name>
            <name>
              <surname>Ferrell</surname>
              <given-names>L.D.</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>Y.-C.</given-names>
            </name>
            <name>
              <surname>Torbenson</surname>
              <given-names>M.S.</given-names>
            </name>
            <name>
              <surname>Unalp-Arida</surname>
              <given-names>A.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Nonalcoholic steatohepatitis clinical research network design and validation of a histological scoring system for nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2005</year>
          <volume>41</volume>
          <fpage>1313</fpage>
          <lpage>1321</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.20701</pub-id>
          <pub-id pub-id-type="pmid">15915461</pub-id>
        </citation>
      </ref>
      <ref id="B18-ijms-17-00633">
        <label>18.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Tiniakos</surname>
              <given-names>D.G.</given-names>
            </name>
          </person-group>
          <article-title>Histopathology of nonalcoholic fatty liver disease</article-title>
          <source>World J. Gastroenterol.</source>
          <year>2010</year>
          <volume>16</volume>
          <fpage>5286</fpage>
          <lpage>5296</lpage>
          <pub-id pub-id-type="doi">10.3748/wjg.v16.i42.5286</pub-id>
          <pub-id pub-id-type="pmid">21072891</pub-id>
        </citation>
      </ref>
      <ref id="B19-ijms-17-00633">
        <label>19.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Bedossa</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Poitou</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Veyrie</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Bouillot</surname>
              <given-names>J.-L.</given-names>
            </name>
            <name>
              <surname>Basdevant</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Paradis</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Tordjman</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Cl&#xE9;ment</surname>
              <given-names>K.</given-names>
            </name>
          </person-group>
          <article-title>Histopathological algorithm and scoring system for evaluation of liver lesions in morbidly obese patients</article-title>
          <source>Hepatology</source>
          <year>2012</year>
          <volume>56</volume>
          <fpage>1751</fpage>
          <lpage>1759</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.25889</pub-id>
          <pub-id pub-id-type="pmid">22707395</pub-id>
        </citation>
      </ref>
      <ref id="B20-ijms-17-00633">
        <label>20.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Korenblat</surname>
              <given-names>K.M.</given-names>
            </name>
            <name>
              <surname>Fabbrini</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Mohammed</surname>
              <given-names>B.S.</given-names>
            </name>
            <name>
              <surname>Klein</surname>
              <given-names>S.</given-names>
            </name>
          </person-group>
          <article-title>Liver, muscle, and adipose tissue insulin action is directly related to intrahepatic triglyceride content in obese subjects</article-title>
          <source>Gastroenterology</source>
          <year>2008</year>
          <volume>134</volume>
          <fpage>1369</fpage>
          <lpage>1375</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2008.01.075</pub-id>
          <pub-id pub-id-type="pmid">18355813</pub-id>
        </citation>
      </ref>
      <ref id="B21-ijms-17-00633">
        <label>21.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Laurell</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Lundquist</surname>
              <given-names>A.</given-names>
            </name>
          </person-group>
          <article-title>Lipid composition of human liver biopsy specimens</article-title>
          <source>Acta Med. Scand.</source>
          <year>1971</year>
          <volume>189</volume>
          <fpage>65</fpage>
          <lpage>68</lpage>
          <pub-id pub-id-type="doi">10.1111/j.0954-6820.1971.tb04339.x</pub-id>
          <pub-id pub-id-type="pmid">5121532</pub-id>
        </citation>
      </ref>
      <ref id="B22-ijms-17-00633">
        <label>22.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Piekarski</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Goldberg</surname>
              <given-names>H.I.</given-names>
            </name>
            <name>
              <surname>Royal</surname>
              <given-names>S.A.</given-names>
            </name>
            <name>
              <surname>Axel</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Moss</surname>
              <given-names>A.A.</given-names>
            </name>
          </person-group>
          <article-title>Difference between liver and spleen CT numbers in the normal adult: Its usefulness in predicting the presence of diffuse liver disease</article-title>
          <source>Radiology</source>
          <year>1980</year>
          <volume>137</volume>
          <fpage>727</fpage>
          <lpage>729</lpage>
          <pub-id pub-id-type="doi">10.1148/radiology.137.3.6934563</pub-id>
          <pub-id pub-id-type="pmid">6934563</pub-id>
        </citation>
      </ref>
      <ref id="B23-ijms-17-00633">
        <label>23.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Szczepaniak</surname>
              <given-names>L.S.</given-names>
            </name>
            <name>
              <surname>Nurenberg</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Leonard</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Browning</surname>
              <given-names>J.D.</given-names>
            </name>
            <name>
              <surname>Reingold</surname>
              <given-names>J.S.</given-names>
            </name>
            <name>
              <surname>Grundy</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hobbs</surname>
              <given-names>H.H.</given-names>
            </name>
            <name>
              <surname>Dobbins</surname>
              <given-names>R.L.</given-names>
            </name>
          </person-group>
          <article-title>Magnetic resonance spectroscopy to measure hepatic triglyceride content: Prevalence of hepatic steatosis in the general population</article-title>
          <source>Am. J. Physiol. Endocrinol. Metab.</source>
          <year>2005</year>
          <volume>288</volume>
          <fpage>E462</fpage>
          <lpage>E468</lpage>
          <pub-id pub-id-type="doi">10.1152/ajpendo.00064.2004</pub-id>
          <pub-id pub-id-type="pmid">15339742</pub-id>
        </citation>
      </ref>
      <ref id="B24-ijms-17-00633">
        <label>24.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Petersen</surname>
              <given-names>K.F.</given-names>
            </name>
            <name>
              <surname>Dufour</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Feng</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Befroy</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Dziura</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Dalla Man</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Cobelli</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Shulman</surname>
              <given-names>G.I.</given-names>
            </name>
          </person-group>
          <article-title>Increased prevalence of insulin resistance and nonalcoholic fatty liver disease in Asian-Indian men</article-title>
          <source>Proc. Natl. Acad. Sci. USA</source>
          <year>2006</year>
          <volume>103</volume>
          <fpage>18273</fpage>
          <lpage>18277</lpage>
          <pub-id pub-id-type="doi">10.1073/pnas.0608537103</pub-id>
          <pub-id pub-id-type="pmid">17114290</pub-id>
        </citation>
      </ref>
      <ref id="B25-ijms-17-00633">
        <label>25.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Fishbein</surname>
              <given-names>M.H.</given-names>
            </name>
            <name>
              <surname>Gardner</surname>
              <given-names>K.G.</given-names>
            </name>
            <name>
              <surname>Potter</surname>
              <given-names>C.J.</given-names>
            </name>
            <name>
              <surname>Schmalbrock</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Smith</surname>
              <given-names>M.A.</given-names>
            </name>
          </person-group>
          <article-title>Introduction of fast MR imaging in the assessment of hepatic steatosis</article-title>
          <source>Magn. Reson. Imaging</source>
          <year>1997</year>
          <volume>15</volume>
          <fpage>287</fpage>
          <lpage>293</lpage>
          <pub-id pub-id-type="doi">10.1016/S0730-725X(96)00224-X</pub-id>
        </citation>
      </ref>
      <ref id="B26-ijms-17-00633">
        <label>26.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Joseph</surname>
              <given-names>A.E.A.</given-names>
            </name>
            <name>
              <surname>Dewbury</surname>
              <given-names>K.C.</given-names>
            </name>
            <name>
              <surname>McGuire</surname>
              <given-names>P.G.</given-names>
            </name>
          </person-group>
          <article-title>Ultrasound in the detection of chronic liver disease (the &#x201C;bright liver&#x201D;)</article-title>
          <source>Br. J. Radiol.</source>
          <year>1978</year>
          <volume>52</volume>
          <fpage>184</fpage>
          <lpage>188</lpage>
          <pub-id pub-id-type="doi">10.1259/0007-1285-52-615-184</pub-id>
          <pub-id pub-id-type="pmid">435696</pub-id>
        </citation>
      </ref>
      <ref id="B27-ijms-17-00633">
        <label>27.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Saverymuttu</surname>
              <given-names>S.H.</given-names>
            </name>
            <name>
              <surname>Joseph</surname>
              <given-names>A.E.</given-names>
            </name>
            <name>
              <surname>Maxwell</surname>
              <given-names>J.D.</given-names>
            </name>
          </person-group>
          <article-title>Ultrasound scanning in the detection of hepatic fibrosis and steatosis</article-title>
          <source>Br. Med. J. (Clin. Res. Ed.)</source>
          <year>1986</year>
          <volume>292</volume>
          <fpage>13</fpage>
          <lpage>15</lpage>
          <pub-id pub-id-type="doi">10.1136/bmj.292.6512.13</pub-id>
        </citation>
      </ref>
      <ref id="B28-ijms-17-00633">
        <label>28.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Bohte</surname>
              <given-names>A.E.</given-names>
            </name>
            <name>
              <surname>van Werven</surname>
              <given-names>J.R.</given-names>
            </name>
            <name>
              <surname>Bipat</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Stoker</surname>
              <given-names>J.</given-names>
            </name>
          </person-group>
          <article-title>The diagnostic accuracy of US, CT, MRI and 1H-MRS for the evaluation of hepatic steatosis compared with liver biopsy: A meta-analysis</article-title>
          <source>Eur. Radiol.</source>
          <year>2011</year>
          <volume>21</volume>
          <fpage>87</fpage>
          <lpage>97</lpage>
          <pub-id pub-id-type="doi">10.1007/s00330-010-1905-5</pub-id>
          <pub-id pub-id-type="pmid">20680289</pub-id>
        </citation>
      </ref>
      <ref id="B29-ijms-17-00633">
        <label>29.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Longo</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Ricci</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Masutti</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Vidimari</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Croc&#xE9;</surname>
              <given-names>L.S.</given-names>
            </name>
            <name>
              <surname>Bercich</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Tiribelli</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Dalla Palma</surname>
              <given-names>L.</given-names>
            </name>
          </person-group>
          <article-title>Fatty infiltration of the liver: Quantification by 1H localized magnetic resonance spectroscopy and comparison with computed tomography</article-title>
          <source>Investig. Radiol.</source>
          <year>1993</year>
          <volume>28</volume>
          <fpage>297</fpage>
          <lpage>302</lpage>
          <pub-id pub-id-type="doi">10.1097/00004424-199304000-00006</pub-id>
        </citation>
      </ref>
      <ref id="B30-ijms-17-00633">
        <label>30.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Szczepaniak</surname>
              <given-names>L.S.</given-names>
            </name>
            <name>
              <surname>Babcock</surname>
              <given-names>E.E.</given-names>
            </name>
            <name>
              <surname>Schick</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Dobbins</surname>
              <given-names>R.L.</given-names>
            </name>
            <name>
              <surname>Garg</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Burns</surname>
              <given-names>D.K.</given-names>
            </name>
            <name>
              <surname>McGarry</surname>
              <given-names>J.D.</given-names>
            </name>
            <name>
              <surname>Stein</surname>
              <given-names>D.T.</given-names>
            </name>
          </person-group>
          <article-title>Measurement of intracellular triglyceride stores by H spectroscopy: Validation <italic>in vivo</italic></article-title>
          <source>Am. J. Physiol. Endocrinol. Metab.</source>
          <year>1999</year>
          <volume>276</volume>
          <fpage>E977</fpage>
          <lpage>E989</lpage>
        </citation>
      </ref>
      <ref id="B31-ijms-17-00633">
        <label>31.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kotronen</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Vehkavaara</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Sepp&#xE4;l&#xE4;-Lindroos</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Bergholm</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Yki-J&#xE4;rvinen</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Effect of liver fat on insulin clearance</article-title>
          <source>Am. J. Physiol. Endocrinol. Metab.</source>
          <year>2007</year>
          <volume>293</volume>
          <fpage>E1709</fpage>
          <lpage>E1715</lpage>
          <pub-id pub-id-type="doi">10.1152/ajpendo.00444.2007</pub-id>
          <pub-id pub-id-type="pmid">17895288</pub-id>
        </citation>
      </ref>
      <ref id="B32-ijms-17-00633">
        <label>32.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Cowin</surname>
              <given-names>G.J.</given-names>
            </name>
            <name>
              <surname>Jonsson</surname>
              <given-names>J.R.</given-names>
            </name>
            <name>
              <surname>Bauer</surname>
              <given-names>J.D.</given-names>
            </name>
            <name>
              <surname>Ash</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Ali</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Osland</surname>
              <given-names>E.J.</given-names>
            </name>
            <name>
              <surname>Purdie</surname>
              <given-names>D.M.</given-names>
            </name>
            <name>
              <surname>Clouston</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Powell</surname>
              <given-names>E.E.</given-names>
            </name>
            <name>
              <surname>Galloway</surname>
              <given-names>G.J.</given-names>
            </name>
          </person-group>
          <article-title>Magnetic resonance imaging and spectroscopy for monitoring liver steatosis</article-title>
          <source>J. Magn. Reson. Imaging</source>
          <year>2008</year>
          <volume>28</volume>
          <fpage>937</fpage>
          <lpage>945</lpage>
          <pub-id pub-id-type="doi">10.1002/jmri.21542</pub-id>
          <pub-id pub-id-type="pmid">18821619</pub-id>
        </citation>
      </ref>
      <ref id="B33-ijms-17-00633">
        <label>33.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Noureddin</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Lam</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Peterson</surname>
              <given-names>M.R.</given-names>
            </name>
            <name>
              <surname>Middleton</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Le</surname>
              <given-names>T.-A.</given-names>
            </name>
            <name>
              <surname>Bettencourt</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Changchien</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Brenner</surname>
              <given-names>D.A.</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>C.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Utility of magnetic resonance imaging <italic>versus</italic> histology for quantifying changes in liver fat in nonalcoholic fatty liver disease trials</article-title>
          <source>Hepatology</source>
          <year>2013</year>
          <volume>58</volume>
          <fpage>1930</fpage>
          <lpage>1940</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.26455</pub-id>
          <pub-id pub-id-type="pmid">23696515</pub-id>
        </citation>
      </ref>
      <ref id="B34-ijms-17-00633">
        <label>34.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Thomsen</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Becker</surname>
              <given-names>U.</given-names>
            </name>
            <name>
              <surname>Winkler</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Christoffersen</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Jensen</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Henriksen</surname>
              <given-names>O.</given-names>
            </name>
          </person-group>
          <article-title>Quantification of liver fat using magnetic resonance spectroscopy</article-title>
          <source>Magn. Reson. Imaging</source>
          <year>1994</year>
          <volume>12</volume>
          <fpage>487</fpage>
          <lpage>495</lpage>
          <pub-id pub-id-type="doi">10.1016/0730-725X(94)92543-7</pub-id>
        </citation>
      </ref>
      <ref id="B35-ijms-17-00633">
        <label>35.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Dixon</surname>
              <given-names>W.T.</given-names>
            </name>
          </person-group>
          <article-title>Simple proton spectroscopic imaging</article-title>
          <source>Radiology</source>
          <year>1984</year>
          <volume>153</volume>
          <fpage>189</fpage>
          <lpage>194</lpage>
          <pub-id pub-id-type="doi">10.1148/radiology.153.1.6089263</pub-id>
          <pub-id pub-id-type="pmid">6089263</pub-id>
        </citation>
      </ref>
      <ref id="B36-ijms-17-00633">
        <label>36.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Rofsky</surname>
              <given-names>N.M.</given-names>
            </name>
            <name>
              <surname>Weinreb</surname>
              <given-names>J.C.</given-names>
            </name>
            <name>
              <surname>Ambrosino</surname>
              <given-names>M.M.</given-names>
            </name>
            <name>
              <surname>Safir</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Krinsky</surname>
              <given-names>G.</given-names>
            </name>
          </person-group>
          <article-title>Comparison between in-phase and opposed-phase T1-weighted breath-hold FLASH sequences for hepatic imaging</article-title>
          <source>J. Comput. Assist. Tomogr.</source>
          <year>1996</year>
          <volume>20</volume>
          <fpage>230</fpage>
          <lpage>235</lpage>
          <pub-id pub-id-type="doi">10.1097/00004728-199603000-00012</pub-id>
          <pub-id pub-id-type="pmid">8606229</pub-id>
        </citation>
      </ref>
      <ref id="B37-ijms-17-00633">
        <label>37.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Cassidy</surname>
              <given-names>F.H.</given-names>
            </name>
            <name>
              <surname>Yokoo</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Aganovic</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Hanna</surname>
              <given-names>R.F.</given-names>
            </name>
            <name>
              <surname>Bydder</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Middleton</surname>
              <given-names>M.S.</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Chavez</surname>
              <given-names>A.D.</given-names>
            </name>
            <name>
              <surname>Schwimmer</surname>
              <given-names>J.B.</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>C.B.</given-names>
            </name>
          </person-group>
          <article-title>Fatty liver disease: MR Imaging techniques for the detection and quantification of liver steatosis1</article-title>
          <source>Radiographics</source>
          <year>2009</year>
          <volume>29</volume>
          <fpage>231</fpage>
          <lpage>260</lpage>
          <pub-id pub-id-type="doi">10.1148/rg.291075123</pub-id>
          <pub-id pub-id-type="pmid">19168847</pub-id>
        </citation>
      </ref>
      <ref id="B38-ijms-17-00633">
        <label>38.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hussain</surname>
              <given-names>H.K.</given-names>
            </name>
            <name>
              <surname>Chenevert</surname>
              <given-names>T.L.</given-names>
            </name>
            <name>
              <surname>Londy</surname>
              <given-names>F.J.</given-names>
            </name>
            <name>
              <surname>Gulani</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Swanson</surname>
              <given-names>S.D.</given-names>
            </name>
            <name>
              <surname>McKenna</surname>
              <given-names>B.J.</given-names>
            </name>
            <name>
              <surname>Appelman</surname>
              <given-names>H.D.</given-names>
            </name>
            <name>
              <surname>Adusumilli</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Greenson</surname>
              <given-names>J.K.</given-names>
            </name>
            <name>
              <surname>Conjeevaram</surname>
              <given-names>H.S.</given-names>
            </name>
          </person-group>
          <article-title>Hepatic fat fraction: MR imaging for quantitative measurement and display&#x2014;Early experience 1</article-title>
          <source>Radiology</source>
          <year>2005</year>
          <volume>237</volume>
          <fpage>1048</fpage>
          <lpage>1055</lpage>
          <pub-id pub-id-type="doi">10.1148/radiol.2373041639</pub-id>
          <pub-id pub-id-type="pmid">16237138</pub-id>
        </citation>
      </ref>
      <ref id="B39-ijms-17-00633">
        <label>39.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Fishbein</surname>
              <given-names>M.H.</given-names>
            </name>
            <name>
              <surname>Stevens</surname>
              <given-names>W.R.</given-names>
            </name>
          </person-group>
          <article-title>Rapid MRI using a modified Dixon technique: A non-invasive and effective method for detection and monitoring of fatty metamorphosis of the liver</article-title>
          <source>Pediatr. Radiol.</source>
          <year>2001</year>
          <volume>31</volume>
          <fpage>806</fpage>
          <lpage>809</lpage>
          <pub-id pub-id-type="doi">10.1007/s002470100547</pub-id>
          <pub-id pub-id-type="pmid">11692239</pub-id>
        </citation>
      </ref>
      <ref id="B40-ijms-17-00633">
        <label>40.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hines</surname>
              <given-names>C.D.G.</given-names>
            </name>
            <name>
              <surname>Frydrychowicz</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Tudorascu</surname>
              <given-names>D.L.</given-names>
            </name>
            <name>
              <surname>Vigen</surname>
              <given-names>K.K.</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>McKenzie</surname>
              <given-names>C.A.</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>C.B.</given-names>
            </name>
            <name>
              <surname>Brittain</surname>
              <given-names>J.H.</given-names>
            </name>
            <name>
              <surname>Reeder</surname>
              <given-names>S.B.</given-names>
            </name>
          </person-group>
          <article-title>T<sub>1</sub> independent, T<sub>2</sub>* corrected chemical shift based fat-water separation with multi-peak fat spectral modeling is an accurate and precise measure of hepatic steatosis</article-title>
          <source>J. Magn. Reson. Imaging</source>
          <year>2011</year>
          <volume>33</volume>
          <fpage>873</fpage>
          <lpage>881</lpage>
          <pub-id pub-id-type="doi">10.1002/jmri.22514</pub-id>
          <pub-id pub-id-type="pmid">21448952</pub-id>
        </citation>
      </ref>
      <ref id="B41-ijms-17-00633">
        <label>41.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Meisamy</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hines</surname>
              <given-names>C.D.G.</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>C.B.</given-names>
            </name>
            <name>
              <surname>McKenzie</surname>
              <given-names>C.A.</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Brittain</surname>
              <given-names>J.H.</given-names>
            </name>
            <name>
              <surname>Reeder</surname>
              <given-names>S.B.</given-names>
            </name>
          </person-group>
          <article-title>Quantification of hepatic steatosis with T1-independent, T2*-corrected MR imaging with spectral modeling of fat: blinded comparison with MR spectroscopy</article-title>
          <source>Radiology</source>
          <year>2011</year>
          <volume>258</volume>
          <fpage>767</fpage>
          <lpage>775</lpage>
          <pub-id pub-id-type="doi">10.1148/radiol.10100708</pub-id>
          <pub-id pub-id-type="pmid">21248233</pub-id>
        </citation>
      </ref>
      <ref id="B42-ijms-17-00633">
        <label>42.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kang</surname>
              <given-names>G.H.</given-names>
            </name>
            <name>
              <surname>Cruite</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>Shiehmorteza</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Wolfson</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Gamst</surname>
              <given-names>A.C.</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Bydder</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Middleton</surname>
              <given-names>M.S.</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>C.B.</given-names>
            </name>
          </person-group>
          <article-title>Reproducibility of MRI-determined proton density fat fraction across two different MR scanner platforms</article-title>
          <source>J. Magn. Reson. Imaging</source>
          <year>2011</year>
          <volume>34</volume>
          <fpage>928</fpage>
          <lpage>934</lpage>
          <pub-id pub-id-type="doi">10.1002/jmri.22701</pub-id>
          <pub-id pub-id-type="pmid">21769986</pub-id>
        </citation>
      </ref>
      <ref id="B43-ijms-17-00633">
        <label>43.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Permutt</surname>
              <given-names>Z.</given-names>
            </name>
            <name>
              <surname>Le</surname>
              <given-names>T.A.</given-names>
            </name>
            <name>
              <surname>Peterson</surname>
              <given-names>M.R.</given-names>
            </name>
            <name>
              <surname>Seki</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Brenner</surname>
              <given-names>D.A.</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Loomba</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <article-title>Correlation between liver histology and novel magnetic resonance imaging in adult patients with non-alcoholic fatty liver disease&#x2014;MRI accurately quantifies hepatic steatosis in NAFLD</article-title>
          <source>Aliment. Pharmacol. Ther.</source>
          <year>2012</year>
          <volume>36</volume>
          <fpage>22</fpage>
          <lpage>29</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1365-2036.2012.05121.x</pub-id>
          <pub-id pub-id-type="pmid">22554256</pub-id>
        </citation>
      </ref>
      <ref id="B44-ijms-17-00633">
        <label>44.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Patel</surname>
              <given-names>N.S.</given-names>
            </name>
            <name>
              <surname>Peterson</surname>
              <given-names>M.R.</given-names>
            </name>
            <name>
              <surname>Brenner</surname>
              <given-names>D.A.</given-names>
            </name>
            <name>
              <surname>Heba</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Sirlin</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Loomba</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <article-title>Association between novel MRI-estimated pancreatic fat and liver histology-determined steatosis and fibrosis in non-alcoholic fatty liver disease</article-title>
          <source>Aliment. Pharmacol. Ther.</source>
          <year>2013</year>
          <volume>37</volume>
          <fpage>630</fpage>
          <lpage>639</lpage>
          <pub-id pub-id-type="doi">10.1111/apt.12237</pub-id>
          <pub-id pub-id-type="pmid">23383649</pub-id>
        </citation>
      </ref>
      <ref id="B45-ijms-17-00633">
        <label>45.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Idilman</surname>
              <given-names>I.S.</given-names>
            </name>
            <name>
              <surname>Aniktar</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Idilman</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Kabacam</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Savas</surname>
              <given-names>B.</given-names>
            </name>
          </person-group>
          <article-title>Hepatic steatosis: Quantification by proton density fat fraction with MR imaging <italic>versus</italic> liver biopsy</article-title>
          <source>Radiology</source>
          <year>2013</year>
          <volume>267</volume>
          <fpage>767</fpage>
          <lpage>775</lpage>
          <pub-id pub-id-type="doi">10.1148/radiol.13121360</pub-id>
          <pub-id pub-id-type="pmid">23382293</pub-id>
        </citation>
      </ref>
      <ref id="B46-ijms-17-00633">
        <label>46.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Tang</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Tan</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Sun</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hamilton</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Bydder</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Wolfson</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Gamst</surname>
              <given-names>A.C.</given-names>
            </name>
            <name>
              <surname>Middleton</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Brunt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Loomba</surname>
              <given-names>R.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Nonalcoholic fatty liver disease: MR imaging of liver proton density fat fraction to assess hepatic steatosis</article-title>
          <source>Radiology</source>
          <year>2013</year>
          <volume>267</volume>
          <fpage>422</fpage>
          <lpage>431</lpage>
          <pub-id pub-id-type="doi">10.1148/radiol.12120896</pub-id>
          <pub-id pub-id-type="pmid">23382291</pub-id>
        </citation>
      </ref>
      <ref id="B47-ijms-17-00633">
        <label>47.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Needleman</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Kurtz</surname>
              <given-names>A.B.</given-names>
            </name>
            <name>
              <surname>Rifkin</surname>
              <given-names>M.D.</given-names>
            </name>
            <name>
              <surname>Cooper</surname>
              <given-names>H.S.</given-names>
            </name>
            <name>
              <surname>Pasto</surname>
              <given-names>M.E.</given-names>
            </name>
            <name>
              <surname>Goldberg</surname>
              <given-names>B.B.</given-names>
            </name>
          </person-group>
          <article-title>Sonography of diffuse benign liver-disease&#x2014;Accuracy of pattern-recognition and grading</article-title>
          <source>Am. J. Roentgenol.</source>
          <year>1986</year>
          <volume>146</volume>
          <fpage>1011</fpage>
          <lpage>1015</lpage>
          <pub-id pub-id-type="doi">10.2214/ajr.146.5.1011</pub-id>
          <pub-id pub-id-type="pmid">3515875</pub-id>
        </citation>
      </ref>
      <ref id="B48-ijms-17-00633">
        <label>48.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Joseph</surname>
              <given-names>A.E.A.</given-names>
            </name>
            <name>
              <surname>Saverymuttu</surname>
              <given-names>S.H.</given-names>
            </name>
            <name>
              <surname>Al-Sam</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Cook</surname>
              <given-names>M.G.</given-names>
            </name>
            <name>
              <surname>Maxwell</surname>
              <given-names>J.D.</given-names>
            </name>
          </person-group>
          <article-title>Comparison of liver histology with ultrasonography in assessing diffuse parenchymal liver disease</article-title>
          <source>Clin. Radiol.</source>
          <year>1991</year>
          <volume>43</volume>
          <fpage>26</fpage>
          <lpage>31</lpage>
          <pub-id pub-id-type="doi">10.1016/S0009-9260(05)80350-2</pub-id>
        </citation>
      </ref>
      <ref id="B49-ijms-17-00633">
        <label>49.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Foster</surname>
              <given-names>K.J.</given-names>
            </name>
            <name>
              <surname>Dewbury</surname>
              <given-names>K.C.</given-names>
            </name>
            <name>
              <surname>Griffith</surname>
              <given-names>A.H.</given-names>
            </name>
            <name>
              <surname>Wright</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <article-title>The accuracy of ultrasound in the detection of fatty infiltration of the liver</article-title>
          <source>Br. J. Radiol.</source>
          <year>1979</year>
          <volume>53</volume>
          <fpage>440</fpage>
          <lpage>442</lpage>
          <pub-id pub-id-type="doi">10.1259/0007-1285-53-629-440</pub-id>
          <pub-id pub-id-type="pmid">7388276</pub-id>
        </citation>
      </ref>
      <ref id="B50-ijms-17-00633">
        <label>50.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mottin</surname>
              <given-names>C.C.</given-names>
            </name>
            <name>
              <surname>Moretto</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Padoin</surname>
              <given-names>A.V.</given-names>
            </name>
            <name>
              <surname>Swarowsky</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Toneto</surname>
              <given-names>M.G.</given-names>
            </name>
            <name>
              <surname>Glock</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Repetto</surname>
              <given-names>G.</given-names>
            </name>
          </person-group>
          <article-title>The role of ultrasound in the diagnosis of hepatic steatosis in morbidly obese patients</article-title>
          <source>Obes. Surg.</source>
          <year>2004</year>
          <volume>14</volume>
          <fpage>635</fpage>
          <lpage>637</lpage>
          <pub-id pub-id-type="doi">10.1381/096089204323093408</pub-id>
          <pub-id pub-id-type="pmid">15186630</pub-id>
        </citation>
      </ref>
      <ref id="B51-ijms-17-00633">
        <label>51.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ryan</surname>
              <given-names>C.K.</given-names>
            </name>
            <name>
              <surname>Johnson</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Germin</surname>
              <given-names>B.I.</given-names>
            </name>
            <name>
              <surname>Marcos</surname>
              <given-names>A.</given-names>
            </name>
          </person-group>
          <article-title>One hundred consecutive hepatic biopsies in the workup of living donors for right lobe liver transplantation</article-title>
          <source>Liver Transpl.</source>
          <year>2002</year>
          <volume>8</volume>
          <fpage>1114</fpage>
          <lpage>1122</lpage>
          <pub-id pub-id-type="doi">10.1053/jlts.2002.36740</pub-id>
          <pub-id pub-id-type="pmid">12474149</pub-id>
        </citation>
      </ref>
      <ref id="B52-ijms-17-00633">
        <label>52.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Bril</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Ortiz Lopez</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Lomonaco</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Orsak</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Freckleton</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Chintapalli</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Hardies</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Lai</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Solano</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Tio</surname>
              <given-names>F.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Clinical value of liver ultrasound for the diagnosis of nonalcoholic fatty liver disease in overweight and obese patients</article-title>
          <source>Liver Int.</source>
          <year>2015</year>
          <volume>35</volume>
          <fpage>2139</fpage>
          <lpage>2146</lpage>
          <pub-id pub-id-type="doi">10.1111/liv.12840</pub-id>
          <pub-id pub-id-type="pmid">25847730</pub-id>
        </citation>
      </ref>
      <ref id="B53-ijms-17-00633">
        <label>53.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hernaez</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Lazo</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Bonekamp</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Kamel</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>Brancati</surname>
              <given-names>F.L.</given-names>
            </name>
            <name>
              <surname>Guallar</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Clark</surname>
              <given-names>J.M.</given-names>
            </name>
          </person-group>
          <article-title>Diagnostic accuracy and reliability of ultrasonography for the detection of fatty liver: A meta-analysis</article-title>
          <source>Hepatology</source>
          <year>2011</year>
          <volume>54</volume>
          <fpage>1082</fpage>
          <lpage>1090</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.24452</pub-id>
          <pub-id pub-id-type="pmid">21618575</pub-id>
        </citation>
      </ref>
      <ref id="B54-ijms-17-00633">
        <label>54.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Xia</surname>
              <given-names>M.F.</given-names>
            </name>
            <name>
              <surname>Yan</surname>
              <given-names>H.M.</given-names>
            </name>
            <name>
              <surname>He</surname>
              <given-names>W.Y.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>X.M.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>C.L.</given-names>
            </name>
            <name>
              <surname>Yao</surname>
              <given-names>X.Z.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>R.K.</given-names>
            </name>
            <name>
              <surname>Zeng</surname>
              <given-names>M.S.</given-names>
            </name>
            <name>
              <surname>Gao</surname>
              <given-names>X.</given-names>
            </name>
          </person-group>
          <article-title>Standardized ultrasound hepatic/renal ratio and hepatic attenuation rate to quantify liver fat content: An improvement method</article-title>
          <source>Obesity (Silver Spring)</source>
          <year>2012</year>
          <volume>20</volume>
          <fpage>444</fpage>
          <lpage>452</lpage>
          <pub-id pub-id-type="doi">10.1038/oby.2011.302</pub-id>
          <pub-id pub-id-type="pmid">22016092</pub-id>
        </citation>
      </ref>
      <ref id="B55-ijms-17-00633">
        <label>55.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Loomba</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Sanyal</surname>
              <given-names>A.J.</given-names>
            </name>
          </person-group>
          <article-title>The global NAFLD epidemic</article-title>
          <source>Nat. Rev. Gastroenterol. Hepatol.</source>
          <year>2013</year>
          <volume>10</volume>
          <fpage>686</fpage>
          <lpage>690</lpage>
          <pub-id pub-id-type="doi">10.1038/nrgastro.2013.171</pub-id>
          <pub-id pub-id-type="pmid">24042449</pub-id>
        </citation>
      </ref>
      <ref id="B56-ijms-17-00633">
        <label>56.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Wong</surname>
              <given-names>R.J.</given-names>
            </name>
            <name>
              <surname>Ahmed</surname>
              <given-names>A.</given-names>
            </name>
          </person-group>
          <article-title>Obesity and non-alcoholic fatty liver disease: Disparate associations among Asian populations</article-title>
          <source>World J. Hepatol.</source>
          <year>2014</year>
          <volume>6</volume>
          <fpage>263</fpage>
          <lpage>273</lpage>
          <pub-id pub-id-type="doi">10.4254/wjh.v6.i5.263</pub-id>
          <pub-id pub-id-type="pmid">24868320</pub-id>
        </citation>
      </ref>
      <ref id="B57-ijms-17-00633">
        <label>57.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Schwenzer</surname>
              <given-names>N.F.</given-names>
            </name>
            <name>
              <surname>Springer</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Schraml</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Stefan</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Machann</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Schick</surname>
              <given-names>F.</given-names>
            </name>
          </person-group>
          <article-title>Non-invasive assessment and quantification of liver steatosis by ultrasound, computed tomography and magnetic resonance</article-title>
          <source>J. Hepatol.</source>
          <year>2009</year>
          <volume>51</volume>
          <fpage>433</fpage>
          <lpage>445</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2009.05.023</pub-id>
          <pub-id pub-id-type="pmid">19604596</pub-id>
        </citation>
      </ref>
      <ref id="B58-ijms-17-00633">
        <label>58.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Bydder</surname>
              <given-names>G.M.</given-names>
            </name>
            <name>
              <surname>Chapman</surname>
              <given-names>R.W.G.</given-names>
            </name>
            <name>
              <surname>Harry</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Bassan</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Sherlock</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Kreel</surname>
              <given-names>L.</given-names>
            </name>
          </person-group>
          <article-title>Computed tomography attenuation values in fatty liver</article-title>
          <source>J. Comput. Tomogr.</source>
          <year>1981</year>
          <volume>5</volume>
          <fpage>33</fpage>
          <lpage>35</lpage>
          <pub-id pub-id-type="doi">10.1016/0149-936X(81)90054-0</pub-id>
        </citation>
      </ref>
      <ref id="B59-ijms-17-00633">
        <label>59.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Park</surname>
              <given-names>S.H.</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>P.N.</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>K.W.</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>S.W.</given-names>
            </name>
            <name>
              <surname>Yoon</surname>
              <given-names>S.E.</given-names>
            </name>
            <name>
              <surname>Park</surname>
              <given-names>S.W.</given-names>
            </name>
            <name>
              <surname>Ha</surname>
              <given-names>H.K.</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>M.-G.</given-names>
            </name>
            <name>
              <surname>Hwang</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>S.-G.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Macrovesicular hepatic steatosis in living liver donors: Use of CT for quantitative and qualitative assessment1</article-title>
          <source>Radiology</source>
          <year>2006</year>
          <volume>239</volume>
          <fpage>105</fpage>
          <lpage>112</lpage>
          <pub-id pub-id-type="doi">10.1148/radiol.2391050361</pub-id>
          <pub-id pub-id-type="pmid">16484355</pub-id>
        </citation>
      </ref>
      <ref id="B60-ijms-17-00633">
        <label>60.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kodama</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Ng</surname>
              <given-names>C.S.</given-names>
            </name>
            <name>
              <surname>Wu</surname>
              <given-names>T.T.</given-names>
            </name>
            <name>
              <surname>Ayers</surname>
              <given-names>G.D.</given-names>
            </name>
            <name>
              <surname>Curley</surname>
              <given-names>S.A.</given-names>
            </name>
            <name>
              <surname>Abdalla</surname>
              <given-names>E.K.</given-names>
            </name>
            <name>
              <surname>Vauthey</surname>
              <given-names>J.N.</given-names>
            </name>
            <name>
              <surname>Charnsangavej</surname>
              <given-names>C.</given-names>
            </name>
          </person-group>
          <article-title>Comparison of CT methods for determining the fat content of the liver</article-title>
          <source>AJR Am. J. Roentgenol.</source>
          <year>2007</year>
          <volume>188</volume>
          <fpage>1307</fpage>
          <lpage>1312</lpage>
          <pub-id pub-id-type="doi">10.2214/AJR.06.0992</pub-id>
          <pub-id pub-id-type="pmid">17449775</pub-id>
        </citation>
      </ref>
      <ref id="B61-ijms-17-00633">
        <label>61.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Sepp&#xE4;l&#xE4;-Lindroos</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Vehkavaara</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>H&#xE4;kkinen</surname>
              <given-names>A.-M.</given-names>
            </name>
            <name>
              <surname>Goto</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Westerbacka</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Sovij&#xE4;rvi</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Halavaara</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Yki-J&#xE4;rvinen</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Fat accumulation in the liver is associated with defects in insulin suppression of glucose production and serum free fatty acids independent of obesity in normal men</article-title>
          <source>J. Clin. Endocrinol. Metab.</source>
          <year>2002</year>
          <volume>87</volume>
          <fpage>3023</fpage>
          <lpage>3028</lpage>
          <pub-id pub-id-type="doi">10.1210/jcem.87.7.8638</pub-id>
          <pub-id pub-id-type="pmid">12107194</pub-id>
        </citation>
      </ref>
      <ref id="B62-ijms-17-00633">
        <label>62.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Matthews</surname>
              <given-names>D.R.</given-names>
            </name>
            <name>
              <surname>Hosker</surname>
              <given-names>J.P.</given-names>
            </name>
            <name>
              <surname>Rudenski</surname>
              <given-names>A.S.</given-names>
            </name>
            <name>
              <surname>Naylor</surname>
              <given-names>B.A.</given-names>
            </name>
            <name>
              <surname>Treacher</surname>
              <given-names>D.F.</given-names>
            </name>
            <name>
              <surname>Turner</surname>
              <given-names>R.C.</given-names>
            </name>
          </person-group>
          <article-title>Homeostasis model assessment: Insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man</article-title>
          <source>Diabetologia</source>
          <year>1985</year>
          <volume>28</volume>
          <fpage>412</fpage>
          <lpage>419</lpage>
          <pub-id pub-id-type="doi">10.1007/BF00280883</pub-id>
          <pub-id pub-id-type="pmid">3899825</pub-id>
        </citation>
      </ref>
      <ref id="B63-ijms-17-00633">
        <label>63.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kotronen</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Westerbacka</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Bergholm</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Yki-J&#xE4;rvinen</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Liver fat in the metabolic syndrome</article-title>
          <source>J. Clin. Endocrinol. Metab.</source>
          <year>2007</year>
          <volume>92</volume>
          <fpage>3490</fpage>
          <lpage>3497</lpage>
          <pub-id pub-id-type="doi">10.1210/jc.2007-0482</pub-id>
          <pub-id pub-id-type="pmid">17595248</pub-id>
        </citation>
      </ref>
      <ref id="B64-ijms-17-00633">
        <label>64.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Gastaldelli</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Kozakova</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>H&#xF8;jlund</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Flyvbjerg</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Favuzzi</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Mitrakou</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Balkau</surname>
              <given-names>B.</given-names>
            </name>
          </person-group>
          <article-title>Fatty liver is associated with insulin resistance, risk of coronary heart disease, and early atherosclerosis in a large European population</article-title>
          <source>Hepatology</source>
          <year>2009</year>
          <volume>49</volume>
          <fpage>1537</fpage>
          <lpage>1544</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.22845</pub-id>
          <pub-id pub-id-type="pmid">19291789</pub-id>
        </citation>
      </ref>
      <ref id="B65-ijms-17-00633">
        <label>65.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Donnelly</surname>
              <given-names>K.L.</given-names>
            </name>
            <name>
              <surname>Smith</surname>
              <given-names>C.I.</given-names>
            </name>
            <name>
              <surname>Schwarzenberg</surname>
              <given-names>S.J.</given-names>
            </name>
            <name>
              <surname>Jessurun</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Boldt</surname>
              <given-names>M.D.</given-names>
            </name>
            <name>
              <surname>Parks</surname>
              <given-names>E.J.</given-names>
            </name>
          </person-group>
          <article-title>Sources of fatty acids stored in liver and secreted via lipoproteins in patients with nonalcoholic fatty liver disease</article-title>
          <source>J. Clin. Investig.</source>
          <year>2005</year>
          <volume>115</volume>
          <fpage>1343</fpage>
          <lpage>1351</lpage>
          <pub-id pub-id-type="doi">10.1172/JCI23621</pub-id>
          <pub-id pub-id-type="pmid">15864352</pub-id>
        </citation>
      </ref>
      <ref id="B66-ijms-17-00633">
        <label>66.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Lambert</surname>
              <given-names>J.E.</given-names>
            </name>
            <name>
              <surname>Ramos-Roman</surname>
              <given-names>M.A.</given-names>
            </name>
            <name>
              <surname>Browning</surname>
              <given-names>J.D.</given-names>
            </name>
            <name>
              <surname>Parks</surname>
              <given-names>E.J.</given-names>
            </name>
          </person-group>
          <article-title>Increased <italic>de novo</italic> lipogenesis is a distinct characteristic of individuals with nonalcoholic fatty liver disease</article-title>
          <source>Gastroenterology</source>
          <year>2014</year>
          <volume>146</volume>
          <fpage>726</fpage>
          <lpage>735</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2013.11.049</pub-id>
          <pub-id pub-id-type="pmid">24316260</pub-id>
        </citation>
      </ref>
      <ref id="B67-ijms-17-00633">
        <label>67.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kotronen</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Vehkavaara</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Yki-J&#xE4;rvinen</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Increased liver fat, impaired insulin clearance, and hepatic and adipose tissue insulin resistance in type 2 diabetes</article-title>
          <source>Gastroenterology</source>
          <year>2008</year>
          <volume>135</volume>
          <fpage>122</fpage>
          <lpage>130</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2008.03.021</pub-id>
          <pub-id pub-id-type="pmid">18474251</pub-id>
        </citation>
      </ref>
      <ref id="B68-ijms-17-00633">
        <label>68.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Gastaldelli</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Cusi</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Pettiti</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hardies</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Miyazaki</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Berria</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Buzzigoli</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Sironi</surname>
              <given-names>A.M.</given-names>
            </name>
            <name>
              <surname>Cersosimo</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Ferrannini</surname>
              <given-names>E.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Relationship between hepatic/visceral fat and hepatic insulin resistance in nondiabetic and type 2 diabetic subjects</article-title>
          <source>Gastroenterology</source>
          <year>2007</year>
          <volume>133</volume>
          <fpage>496</fpage>
          <lpage>506</lpage>
          <pub-id pub-id-type="doi">10.1053/j.gastro.2007.04.068</pub-id>
          <pub-id pub-id-type="pmid">17681171</pub-id>
        </citation>
      </ref>
      <ref id="B69-ijms-17-00633">
        <label>69.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Alberti</surname>
              <given-names>K.G.M.M.</given-names>
            </name>
            <name>
              <surname>Eckel</surname>
              <given-names>R.H.</given-names>
            </name>
            <name>
              <surname>Grundy</surname>
              <given-names>S.M.</given-names>
            </name>
            <name>
              <surname>Zimmet</surname>
              <given-names>P.Z.</given-names>
            </name>
            <name>
              <surname>Cleeman</surname>
              <given-names>J.I.</given-names>
            </name>
            <name>
              <surname>Donato</surname>
              <given-names>K.A.</given-names>
            </name>
            <name>
              <surname>Fruchart</surname>
              <given-names>J.-C.</given-names>
            </name>
            <name>
              <surname>James</surname>
              <given-names>W.P.T.</given-names>
            </name>
            <name>
              <surname>Loria</surname>
              <given-names>C.M.</given-names>
            </name>
            <name>
              <surname>Smith</surname>
              <given-names>S.C.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Harmonizing the metabolic syndrome: A joint interim statement of the international diabetes federation task force on epidemiology and prevention; national heart, lung, and blood institute; American heart association; world heart federation; international atherosclerosis society; and international association for the study of obesity</article-title>
          <source>Circulation</source>
          <year>2009</year>
          <volume>120</volume>
          <fpage>1640</fpage>
          <lpage>1645</lpage>
          <pub-id pub-id-type="pmid">19805654</pub-id>
        </citation>
      </ref>
      <ref id="B70-ijms-17-00633">
        <label>70.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Manley</surname>
              <given-names>S.E.</given-names>
            </name>
            <name>
              <surname>Stratton</surname>
              <given-names>I.M.</given-names>
            </name>
            <name>
              <surname>Clark</surname>
              <given-names>P.M.</given-names>
            </name>
            <name>
              <surname>Luzio</surname>
              <given-names>S.D.</given-names>
            </name>
          </person-group>
          <article-title>Comparison of 11 human insulin assays: Implications for clinical investigation and research</article-title>
          <source>Clin. Chem.</source>
          <year>2007</year>
          <volume>53</volume>
          <fpage>922</fpage>
          <lpage>932</lpage>
          <pub-id pub-id-type="doi">10.1373/clinchem.2006.077784</pub-id>
          <pub-id pub-id-type="pmid">17363420</pub-id>
        </citation>
      </ref>
      <ref id="B71-ijms-17-00633">
        <label>71.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Sookoian</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Pirola</surname>
              <given-names>C.J.</given-names>
            </name>
          </person-group>
          <article-title>Meta-analysis of the influence of I148M variant of patatin-like phospholipase domain containing 3 gene (PNPLA3) on the susceptibility and histological severity of nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2011</year>
          <volume>53</volume>
          <fpage>1883</fpage>
          <lpage>1894</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.24283</pub-id>
          <pub-id pub-id-type="pmid">21381068</pub-id>
        </citation>
      </ref>
      <ref id="B72-ijms-17-00633">
        <label>72.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Zhang</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>You</surname>
              <given-names>W.</given-names>
            </name>
            <name>
              <surname>Zhang</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Peng</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Zhu</surname>
              <given-names>Q.</given-names>
            </name>
            <name>
              <surname>Yao</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>X.</given-names>
            </name>
            <name>
              <surname>Zhou</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>X.</given-names>
            </name>
            <name>
              <surname>Pu</surname>
              <given-names>L.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>PNPLA3 polymorphisms (rs738409) and non-alcoholic fatty liver disease risk and related phenotypes: A meta-analysis</article-title>
          <source>J. Gastroenterol. Hepatol.</source>
          <year>2015</year>
          <volume>30</volume>
          <fpage>821</fpage>
          <lpage>829</lpage>
          <pub-id pub-id-type="doi">10.1111/jgh.12889</pub-id>
          <pub-id pub-id-type="pmid">25641744</pub-id>
        </citation>
      </ref>
      <ref id="B73-ijms-17-00633">
        <label>73.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Xu</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Tao</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Zhang</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Deng</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Chen</surname>
              <given-names>G.</given-names>
            </name>
          </person-group>
          <article-title>Association between patatin-like phospholipase domain containing 3 gene (PNPLA3) polymorphisms and nonalcoholic fatty liver disease: A HuGE review and meta-analysis</article-title>
          <source>Sci. Rep.</source>
          <year>2015</year>
          <volume>5</volume>
          <pub-id pub-id-type="doi">10.1038/srep09284</pub-id>
        </citation>
      </ref>
      <ref id="B74-ijms-17-00633">
        <label>74.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Shen</surname>
              <given-names>J.-H.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>Y.-L.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>N.-N.</given-names>
            </name>
            <name>
              <surname>Jing</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Huang</surname>
              <given-names>Y.-H.</given-names>
            </name>
          </person-group>
          <article-title>The rs738409 (I148M) variant of the PNPLA3 gene and cirrhosis: A meta-analysis</article-title>
          <source>J. Lipid Res.</source>
          <year>2015</year>
          <volume>56</volume>
          <fpage>167</fpage>
          <lpage>175</lpage>
          <pub-id pub-id-type="doi">10.1194/jlr.M048777</pub-id>
        </citation>
      </ref>
      <ref id="B75-ijms-17-00633">
        <label>75.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Tr&#xE9;po</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Nahon</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Bontempi</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Valenti</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Falleti</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Nischalke</surname>
              <given-names>H.D.</given-names>
            </name>
            <name>
              <surname>Hamza</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Corradini</surname>
              <given-names>S.G.</given-names>
            </name>
            <name>
              <surname>Burza</surname>
              <given-names>M.A.</given-names>
            </name>
            <name>
              <surname>Guyot</surname>
              <given-names>E.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Association between the PNPLA3 (rs738409 C&gt;G) variant and hepatocellular carcinoma: Evidence from a meta-analysis of individual participant data</article-title>
          <source>Hepatology</source>
          <year>2014</year>
          <volume>59</volume>
          <fpage>2170</fpage>
          <lpage>2177</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.26767</pub-id>
        </citation>
      </ref>
      <ref id="B76-ijms-17-00633">
        <label>76.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>He</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>McPhaul</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>J.Z.</given-names>
            </name>
            <name>
              <surname>Garuti</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Kinch</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Grishin</surname>
              <given-names>N.V.</given-names>
            </name>
            <name>
              <surname>Hobbs</surname>
              <given-names>H.H.</given-names>
            </name>
          </person-group>
          <article-title>A sequence variation (I148M) in PNPLA3 associated with nonalcoholic fatty liver disease disrupts triglyceride hydrolysis</article-title>
          <source>J. Biol. Chem.</source>
          <year>2010</year>
          <volume>285</volume>
          <fpage>6706</fpage>
          <lpage>6715</lpage>
          <pub-id pub-id-type="doi">10.1074/jbc.M109.064501</pub-id>
        </citation>
      </ref>
      <ref id="B77-ijms-17-00633">
        <label>77.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Huang</surname>
              <given-names>Y.</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>Expression and characterization of a PNPLA3 protein isoform (I148M) associated with nonalcoholic fatty liver disease</article-title>
          <source>J. Biol. Chem.</source>
          <year>2011</year>
          <volume>286</volume>
          <fpage>37085</fpage>
          <lpage>37093</lpage>
          <pub-id pub-id-type="doi">10.1074/jbc.M111.290114</pub-id>
          <pub-id pub-id-type="pmid">21878620</pub-id>
        </citation>
      </ref>
      <ref id="B78-ijms-17-00633">
        <label>78.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kumari</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Schoiswohl</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Chitraju</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Paar</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Cornaciu</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>Rangrez</surname>
              <given-names>A.Y.</given-names>
            </name>
            <name>
              <surname>Wongsiriroj</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Nagy</surname>
              <given-names>H.M.</given-names>
            </name>
            <name>
              <surname>Ivanova</surname>
              <given-names>P.T.</given-names>
            </name>
            <name>
              <surname>Scott</surname>
              <given-names>S.A.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Adiponutrin functions as a nutritionally regulated lysophosphatidic acid acyltransferase</article-title>
          <source>Cell Metab.</source>
          <year>2012</year>
          <volume>15</volume>
          <fpage>691</fpage>
          <lpage>702</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cmet.2012.04.008</pub-id>
          <pub-id pub-id-type="pmid">22560221</pub-id>
        </citation>
      </ref>
      <ref id="B79-ijms-17-00633">
        <label>79.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kantartzis</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>Peter</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Machicao</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Machann</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Wagner</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>K&#xF6;nigsrainer</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>K&#xF6;nigsrainer</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Schick</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Fritsche</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Haring</surname>
              <given-names>H.-U.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Dissociation between fatty liver and insulin resistance in humans carrying a variant of the patatin-like phospholipase 3 gene</article-title>
          <source>Diabetes</source>
          <year>2009</year>
          <volume>58</volume>
          <fpage>2616</fpage>
          <lpage>2623</lpage>
          <pub-id pub-id-type="doi">10.2337/db09-0279</pub-id>
          <pub-id pub-id-type="pmid">19651814</pub-id>
        </citation>
      </ref>
      <ref id="B80-ijms-17-00633">
        <label>80.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kotronen</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Johansson</surname>
              <given-names>L.E.</given-names>
            </name>
            <name>
              <surname>Johansson</surname>
              <given-names>L.M.</given-names>
            </name>
            <name>
              <surname>Roos</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Westerbacka</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Hamsten</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Bergholm</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Arkkila</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Arola</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Kiviluoto</surname>
              <given-names>T.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>A common variant in PNPLA3, which encodes adiponutrin, is associated with liver fat content in humans</article-title>
          <source>Diabetologia</source>
          <year>2009</year>
          <volume>52</volume>
          <fpage>1056</fpage>
          <lpage>1060</lpage>
          <pub-id pub-id-type="doi">10.1007/s00125-009-1285-z</pub-id>
          <pub-id pub-id-type="pmid">19224197</pub-id>
        </citation>
      </ref>
      <ref id="B81-ijms-17-00633">
        <label>81.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Scorletti</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>West</surname>
              <given-names>A.L.</given-names>
            </name>
            <name>
              <surname>Bhatia</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Hoile</surname>
              <given-names>S.P.</given-names>
            </name>
            <name>
              <surname>McCormick</surname>
              <given-names>K.G.</given-names>
            </name>
            <name>
              <surname>Burdge</surname>
              <given-names>G.C.</given-names>
            </name>
            <name>
              <surname>Lillycrop</surname>
              <given-names>K.A.</given-names>
            </name>
            <name>
              <surname>Clough</surname>
              <given-names>G.F.</given-names>
            </name>
            <name>
              <surname>Calder</surname>
              <given-names>P.C.</given-names>
            </name>
            <name>
              <surname>Byrne</surname>
              <given-names>C.D.</given-names>
            </name>
          </person-group>
          <article-title>Treating liver fat and serum triglyceride levels in NAFLD, effects of PNPLA3 and TM6SF2 genotypes: Results from the WELCOME trial</article-title>
          <source>J. Hepatol.</source>
          <year>2015</year>
          <volume>63</volume>
          <fpage>1476</fpage>
          <lpage>1483</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2015.07.036</pub-id>
          <pub-id pub-id-type="pmid">26272871</pub-id>
        </citation>
      </ref>
      <ref id="B82-ijms-17-00633">
        <label>82.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Wagenknecht</surname>
              <given-names>L.E.</given-names>
            </name>
            <name>
              <surname>Palmer</surname>
              <given-names>N.D.</given-names>
            </name>
            <name>
              <surname>Bowden</surname>
              <given-names>D.W.</given-names>
            </name>
            <name>
              <surname>Rotter</surname>
              <given-names>J.I.</given-names>
            </name>
            <name>
              <surname>Norris</surname>
              <given-names>J.M.</given-names>
            </name>
            <name>
              <surname>Ziegler</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Chen</surname>
              <given-names>Y.D.I.</given-names>
            </name>
            <name>
              <surname>Haffner</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Scherzinger</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Langefeld</surname>
              <given-names>C.D.</given-names>
            </name>
          </person-group>
          <article-title>Association of PNPLA3 with non-alcoholic fatty liver disease in a minority cohort: The insulin resistance atherosclerosis family study</article-title>
          <source>Liver Int.</source>
          <year>2011</year>
          <volume>31</volume>
          <fpage>412</fpage>
          <lpage>416</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1478-3231.2010.02444.x</pub-id>
          <pub-id pub-id-type="pmid">21281435</pub-id>
        </citation>
      </ref>
      <ref id="B83-ijms-17-00633">
        <label>83.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Verrijken</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Beckers</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Francque</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hilden</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Caron</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Zegers</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Ruppert</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hubens</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Marck</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Michielsen</surname>
              <given-names>P.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>A gene variant of PNPLA3, but not of APOC3, is associated with histological parameters of NAFLD in an obese population</article-title>
          <source>Obesity (Silver Spring)</source>
          <year>2013</year>
          <volume>21</volume>
          <fpage>2138</fpage>
          <lpage>2145</lpage>
          <pub-id pub-id-type="doi">10.1002/oby.20366</pub-id>
          <pub-id pub-id-type="pmid">23512881</pub-id>
        </citation>
      </ref>
      <ref id="B84-ijms-17-00633">
        <label>84.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Musso</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Cassader</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Gambino</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <article-title>PNPLA3 rs738409 and TM6SF2 rs58542926 gene variants affect renal disease and function in nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2015</year>
          <volume>62</volume>
          <fpage>658</fpage>
          <lpage>659</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.27643</pub-id>
          <pub-id pub-id-type="pmid">25482317</pub-id>
        </citation>
      </ref>
      <ref id="B85-ijms-17-00633">
        <label>85.</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="B86-ijms-17-00633">
        <label>86.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Del Ben</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Polimeni</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Brancorsini</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>di Costanzo</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>D&#x2019;Erasmo</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Baratta</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Loffredo</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Pastori</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Pignatelli</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Violi</surname>
              <given-names>F.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Non-alcoholic fatty liver disease, metabolic syndrome and patatin-like phospholipase domain-containing protein3 gene variants</article-title>
          <source>Eur. J. Intern. Med.</source>
          <year>2014</year>
          <volume>25</volume>
          <fpage>566</fpage>
          <lpage>570</lpage>
          <pub-id pub-id-type="doi">10.1016/j.ejim.2014.05.012</pub-id>
          <pub-id pub-id-type="pmid">24947770</pub-id>
        </citation>
      </ref>
      <ref id="B87-ijms-17-00633">
        <label>87.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Wang</surname>
              <given-names>C.W.</given-names>
            </name>
            <name>
              <surname>Lin</surname>
              <given-names>H.Y.</given-names>
            </name>
            <name>
              <surname>Shin</surname>
              <given-names>S.J.</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>M.-L.</given-names>
            </name>
            <name>
              <surname>Lin</surname>
              <given-names>Z.-Y.</given-names>
            </name>
            <name>
              <surname>Dai</surname>
              <given-names>C.-Y.</given-names>
            </name>
            <name>
              <surname>Huang</surname>
              <given-names>J.-F.</given-names>
            </name>
            <name>
              <surname>Chen</surname>
              <given-names>S.-C.</given-names>
            </name>
            <name>
              <surname>Li</surname>
              <given-names>S.S.L.</given-names>
            </name>
            <name>
              <surname>Chuang</surname>
              <given-names>W.-L.</given-names>
            </name>
          </person-group>
          <article-title>The PNPLA3 I148M polymorphism is associated with insulin resistance and nonalcoholic fatty liver disease in a normoglycaemic population</article-title>
          <source>Liver Int.</source>
          <year>2011</year>
          <volume>31</volume>
          <fpage>1326</fpage>
          <lpage>1331</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1478-3231.2011.02526.x</pub-id>
          <pub-id pub-id-type="pmid">21745282</pub-id>
        </citation>
      </ref>
      <ref id="B88-ijms-17-00633">
        <label>88.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Park</surname>
              <given-names>J.H.</given-names>
            </name>
            <name>
              <surname>Cho</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Kwon</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Prilutsky</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Yun</surname>
              <given-names>J.M.</given-names>
            </name>
            <name>
              <surname>Choi</surname>
              <given-names>H.C.</given-names>
            </name>
            <name>
              <surname>Hwang</surname>
              <given-names>K.B.</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>I.H.</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>J.I.</given-names>
            </name>
            <name>
              <surname>Kong</surname>
              <given-names>S.W.</given-names>
            </name>
          </person-group>
          <article-title>I148M variant in PNPLA3 reduces central adiposity and metabolic disease risks while increasing nonalcoholic fatty liver disease</article-title>
          <source>Liver Int.</source>
          <year>2015</year>
          <volume>35</volume>
          <fpage>2537</fpage>
          <lpage>2546</lpage>
          <pub-id pub-id-type="doi">10.1111/liv.12909</pub-id>
          <pub-id pub-id-type="pmid">26148225</pub-id>
        </citation>
      </ref>
      <ref id="B89-ijms-17-00633">
        <label>89.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Lin</surname>
              <given-names>Y.-C.</given-names>
            </name>
            <name>
              <surname>Chang</surname>
              <given-names>P.-F.</given-names>
            </name>
            <name>
              <surname>Hu</surname>
              <given-names>F.-C.</given-names>
            </name>
            <name>
              <surname>Yang</surname>
              <given-names>W.-S.</given-names>
            </name>
            <name>
              <surname>Chang</surname>
              <given-names>M.-H.</given-names>
            </name>
            <name>
              <surname>Ni</surname>
              <given-names>Y.-H.</given-names>
            </name>
          </person-group>
          <article-title>A Common variant in the PNPLA3 gene is a risk factor for Non-alcoholic fatty liver disease in obese Taiwanese children</article-title>
          <source>J. Pediatr.</source>
          <year>2011</year>
          <volume>158</volume>
          <fpage>740</fpage>
          <lpage>744</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jpeds.2010.11.016</pub-id>
          <pub-id pub-id-type="pmid">21168155</pub-id>
        </citation>
      </ref>
      <ref id="B90-ijms-17-00633">
        <label>90.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Romeo</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Sentinelli</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Cambuli</surname>
              <given-names>V.M.</given-names>
            </name>
            <name>
              <surname>Incani</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Congiu</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Matta</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Pilia</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Huang-Doran</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>Cossu</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Loche</surname>
              <given-names>S.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>The 148M allele of the PNPLA3 gene is associated with indices of liver damage early in life</article-title>
          <source>J. Hepatol.</source>
          <year>2010</year>
          <volume>53</volume>
          <fpage>335</fpage>
          <lpage>338</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2010.02.034</pub-id>
          <pub-id pub-id-type="pmid">20546964</pub-id>
        </citation>
      </ref>
      <ref id="B91-ijms-17-00633">
        <label>91.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Valenti</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Alisi</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Galmozzi</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Bartuli</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>del Menico</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Alterio</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Dongiovanni</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Fargion</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Nobili</surname>
              <given-names>V.</given-names>
            </name>
          </person-group>
          <article-title>I148M patatin-like phospholipase domain-containing 3 gene variant and severity of pediatric nonalcoholic fatty liver disease</article-title>
          <source>Hepatology</source>
          <year>2010</year>
          <volume>52</volume>
          <fpage>1274</fpage>
          <lpage>1280</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.23823</pub-id>
          <pub-id pub-id-type="pmid">20648474</pub-id>
        </citation>
      </ref>
      <ref id="B92-ijms-17-00633">
        <label>92.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kozlitina</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Smagris</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Stender</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Nordestgaard</surname>
              <given-names>B.G.</given-names>
            </name>
            <name>
              <surname>Zhou</surname>
              <given-names>H.H.</given-names>
            </name>
            <name>
              <surname>Tybj&#xE6;rg-Hansen</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Vogt</surname>
              <given-names>T.F.</given-names>
            </name>
            <name>
              <surname>Hobbs</surname>
              <given-names>H.H.</given-names>
            </name>
            <name>
              <surname>Cohen</surname>
              <given-names>J.C.</given-names>
            </name>
          </person-group>
          <article-title>Exome-wide association study identifies a TM6SF2 variant that confers susceptibility to nonalcoholic fatty liver disease</article-title>
          <source>Nat. Genet.</source>
          <year>2014</year>
          <volume>46</volume>
          <fpage>352</fpage>
          <lpage>356</lpage>
          <pub-id pub-id-type="doi">10.1038/ng.2901</pub-id>
          <pub-id pub-id-type="pmid">24531328</pub-id>
        </citation>
      </ref>
      <ref id="B93-ijms-17-00633">
        <label>93.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Pirola</surname>
              <given-names>C.J.</given-names>
            </name>
            <name>
              <surname>Sookoian</surname>
              <given-names>S.</given-names>
            </name>
          </person-group>
          <article-title>The dual and opposite role of the TM6SF2-rs58542926 variant in protecting against cardiovascular disease and conferring risk for nonalcoholic fatty liver: A meta-analysis</article-title>
          <source>Hepatology</source>
          <year>2015</year>
          <volume>62</volume>
          <fpage>1742</fpage>
          <lpage>1756</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.28142</pub-id>
          <pub-id pub-id-type="pmid">26331730</pub-id>
        </citation>
      </ref>
      <ref id="B94-ijms-17-00633">
        <label>94.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Smagris</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Gilyard</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>BasuRay</surname>
              <given-names>S.</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>Inactivation of TM6SF2, a gene defective in fatty liver disease, impairs lipidation but not secretion of very low density lipoproteins</article-title>
          <source>J. Biol. Chem.</source>
          <year>2016</year>
          <pub-id pub-id-type="doi">10.1074/jbc.M116.719955</pub-id>
          <pub-id pub-id-type="pmid">27013658</pub-id>
        </citation>
      </ref>
      <ref id="B95-ijms-17-00633">
        <label>95.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mahdessian</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Taxiarchis</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Popov</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Silveira</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Franco-Cereceda</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Hamsten</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Eriksson</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>van&#x2019;t Hooft</surname>
              <given-names>F.</given-names>
            </name>
          </person-group>
          <article-title>TM6SF2 is a regulator of liver fat metabolism influencing triglyceride secretion and hepatic lipid droplet content</article-title>
          <source>Proc. Natl. Acad. Sci. USA</source>
          <year>2014</year>
          <volume>111</volume>
          <fpage>8913</fpage>
          <lpage>8918</lpage>
          <pub-id pub-id-type="doi">10.1073/pnas.1323785111</pub-id>
          <pub-id pub-id-type="pmid">24927523</pub-id>
        </citation>
      </ref>
      <ref id="B96-ijms-17-00633">
        <label>96.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Holmen</surname>
              <given-names>O.L.</given-names>
            </name>
            <name>
              <surname>Zhang</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Fan</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Hovelson</surname>
              <given-names>D.H.</given-names>
            </name>
            <name>
              <surname>Schmidt</surname>
              <given-names>E.M.</given-names>
            </name>
            <name>
              <surname>Zhou</surname>
              <given-names>W.</given-names>
            </name>
            <name>
              <surname>Guo</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Zhang</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Langhammer</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>L&#xF8;chen</surname>
              <given-names>M.-L.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Systematic evaluation of coding variation identifies a candidate causal variant in TM6SF2 influencing total cholesterol and myocardial infarction risk</article-title>
          <source>Nat. Genet.</source>
          <year>2014</year>
          <volume>46</volume>
          <fpage>345</fpage>
          <lpage>351</lpage>
          <pub-id pub-id-type="doi">10.1038/ng.2926</pub-id>
          <pub-id pub-id-type="pmid">24633158</pub-id>
        </citation>
      </ref>
      <ref id="B97-ijms-17-00633">
        <label>97.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Zhou</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Llaurad&#xF3;</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>Ore&#x161;i&#x10D;</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hy&#xF6;tyl&#xE4;inen</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Orho-Melander</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Yki-J&#xE4;rvinen</surname>
              <given-names>H.</given-names>
            </name>
          </person-group>
          <article-title>Circulating triacylglycerol signatures and insulin sensitivity in NAFLD associated with the E167K variant in TM6SF2</article-title>
          <source>J. Hepatol.</source>
          <year>2015</year>
          <volume>62</volume>
          <fpage>657</fpage>
          <lpage>663</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jhep.2014.10.010</pub-id>
          <pub-id pub-id-type="pmid">25457209</pub-id>
        </citation>
      </ref>
      <ref id="B98-ijms-17-00633">
        <label>98.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Eslam</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Mangia</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Berg</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>H.L.-Y.</given-names>
            </name>
            <name>
              <surname>Irving</surname>
              <given-names>W.L.</given-names>
            </name>
            <name>
              <surname>Dore</surname>
              <given-names>G.J.</given-names>
            </name>
            <name>
              <surname>Abate</surname>
              <given-names>M.L.</given-names>
            </name>
            <name>
              <surname>Bugianesi</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Adams</surname>
              <given-names>L.A.</given-names>
            </name>
            <name>
              <surname>Najim</surname>
              <given-names>M.A.M.</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Diverse impacts of the rs58542926 E167K variant in TM6SF2 on viral and metabolic liver disease phenotypes</article-title>
          <source>Hepatology</source>
          <year>2016</year>
          <pub-id pub-id-type="doi">10.1002/hep.28475</pub-id>
          <pub-id pub-id-type="pmid">26822232</pub-id>
        </citation>
      </ref>
      <ref id="B99-ijms-17-00633">
        <label>99.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Goffredo</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Caprio</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Feldstein</surname>
              <given-names>A.E.</given-names>
            </name>
            <name>
              <surname>D&#x2019;Adamo</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Shaw</surname>
              <given-names>M.M.</given-names>
            </name>
            <name>
              <surname>Pierpont</surname>
              <given-names>B.</given-names>
            </name>
            <name>
              <surname>Savoye</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Zhao</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Bale</surname>
              <given-names>A.E.</given-names>
            </name>
            <name>
              <surname>Santoro</surname>
              <given-names>N.</given-names>
            </name>
          </person-group>
          <article-title>Role of TM6SF2 rs58542926 in the pathogenesis of nonalcoholic pediatric fatty liver disease: A multiethnic study</article-title>
          <source>Hepatology</source>
          <year>2016</year>
          <volume>63</volume>
          <fpage>117</fpage>
          <lpage>125</lpage>
          <pub-id pub-id-type="doi">10.1002/hep.28283</pub-id>
          <pub-id pub-id-type="pmid">26457389</pub-id>
        </citation>
      </ref>
      <ref id="B100-ijms-17-00633">
        <label>100.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Grandone</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Cozzolino</surname>
              <given-names>D.</given-names>
            </name>
            <name>
              <surname>Marzuillo</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Cirillo</surname>
              <given-names>G.</given-names>
            </name>
            <name>
              <surname>di Sessa</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Ruggiero</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>di Palma</surname>
              <given-names>M.R.</given-names>
            </name>
            <name>
              <surname>Perrone</surname>
              <given-names>L.</given-names>
            </name>
            <name>
              <surname>Miraglia del Giudice</surname>
              <given-names>E.</given-names>
            </name>
          </person-group>
          <article-title>TM6SF2 Glu167Lys polymorphism is associated with low levels of LDL-cholesterol and increased liver injury in obese children</article-title>
          <source>Pediatr. Obes.</source>
          <year>2016</year>
          <volume>11</volume>
          <fpage>115</fpage>
          <lpage>119</lpage>
          <pub-id pub-id-type="doi">10.1111/ijpo.12032</pub-id>
          <pub-id pub-id-type="pmid">25893821</pub-id>
        </citation>
      </ref>
      <ref id="B101-ijms-17-00633">
        <label>101.</label>
        <citation citation-type="journal">
          <person-group person-group-type="author">
            <collab>European Association for the Study of the Liver (EASL)</collab>
			<collab>European Association for the Study of Diabetes (EASD)</collab>
			<collab>European Association for the Study of Obesity (EASO)</collab>
          </person-group>
          <article-title>EASL-EASD-EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease</article-title>
          <source>Diabetologia</source>
          <year>2016</year>
          <volume>9</volume>
          <fpage>65</fpage>
          <lpage>90</lpage>
        </citation>
      </ref>
    </ref-list>
    <sec sec-type="display-objects">
      <title>Figure and Tables</title>
      <fig id="ijms-17-00633-f001" position="float">
        <label>Figure 1</label>
        <caption>
          <p>Schematic representation of causes and consequences of &#x201C;Obese/Metabolic NAFLD&#x201D; (<bold>top</bold>) and &#x201C;TM6SF2 NAFLD&#x201D; and &#x201C;PNPLA3 NAFLD&#x201D; (<bold>bottom</bold>). Abbreviations: BMI, body mass index; CHD, coronary heart disease; DM, diabetes mellitus; FFA, free fatty acids; fS, fasting serum; HCC, hepatocellular carcinoma; HDL, high density lipoprotein; MCP-1, monocyte chemoattractant protein-1; NAFLD, non-alcoholic fatty liver disease; NASH, non-alcoholic steatohepatits; LDL, low density lipoprotein; P, plasma; PNPLA3, patatin-like phospholipase domain-containing 3; S, serum; TM6SF2, transmembrane 6 superfamily member 2; TNF-&#x3B1;, tumor necrosis factor-&#x3B1;.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="ijms-17-00633-g001.tif"/>
      </fig>
      <table-wrap id="ijms-17-00633-t001" position="float">
        <object-id pub-id-type="pii">ijms-17-00633-t001_Table 1</object-id>
        <label>Table 1</label>
        <caption>
          <p>Definitions of normal liver fat using different approaches.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Study</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">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">Subjects</th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Normal Value</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td colspan="5" align="center" valign="middle" style="border-bottom:solid thin"><italic>Biochemical</italic></td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Laurell S [<xref ref-type="bibr" rid="B21-ijms-17-00633">21</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1971</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Healthy subjects</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.0 g/100 g of dry tissue weight</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Donhoffer H [<xref ref-type="bibr" rid="B15-ijms-17-00633">15</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1974</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">107</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Unselected cadavers</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">5.5 g/100 g of wet tissue weight</td>
            </tr>
            <tr>
              <td colspan="5" align="center" valign="middle" style="border-bottom:solid thin"><italic>Histology</italic></td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Kleiner DE [<xref ref-type="bibr" rid="B17-ijms-17-00633">17</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2005</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">576 + 162</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Adults and children</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Macroscopic fat in &lt;5% of hepatocytes</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Brunt EM [<xref ref-type="bibr" rid="B3-ijms-17-00633">3</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2011</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">976</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Adults</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Macroscopic fat in &lt;5% of hepatocytes</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Bedossa P [<xref ref-type="bibr" rid="B19-ijms-17-00633">19</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2012</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">679</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Morbidly obese adults</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Macroscopic fat in &lt;5% of hepatocytes</td>
            </tr>
            <tr>
              <td colspan="5" align="center" valign="middle" style="border-bottom:solid thin"><italic>CT</italic></td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Piekarski J [<xref ref-type="bibr" rid="B22-ijms-17-00633">22</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1980</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">100</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Healthy subjects</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">50&#x2013;57 HU or 8&#x2013;10 HU higher than spleen</td>
            </tr>
            <tr>
              <td colspan="5" align="center" valign="middle" style="border-bottom:solid thin"><italic><sup>1</sup>H-MRS</italic></td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Szczepaniak LS [<xref ref-type="bibr" rid="B23-ijms-17-00633">23</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2005</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">345</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Population-based, healthy subjects</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">&lt;5.56%</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Petersen KF [<xref ref-type="bibr" rid="B24-ijms-17-00633">24</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2006</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">170</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Healthy subjects</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">&lt;3.0%</td>
            </tr>
            <tr>
              <td colspan="5" align="center" valign="middle" style="border-bottom:solid thin"><italic>MRI-PDFF</italic></td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Fishbein MH [<xref ref-type="bibr" rid="B25-ijms-17-00633">25</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1998</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">28</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Healthy subjects</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">&lt;9.0%</td>
            </tr>
            <tr>
              <td colspan="5" align="center" valign="middle" style="border-bottom:solid thin"><italic>US</italic></td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Joseph AE [<xref ref-type="bibr" rid="B26-ijms-17-00633">26</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1978</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">60</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Adults referred to gastroenterologist</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Absense of echogenicity or brightness of the liver</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Saveymuttu SH [<xref ref-type="bibr" rid="B27-ijms-17-00633">27</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1985</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">490</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Adults referred to gastroenterologist</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">Absense of echogenicity or brightness of the liver</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p><sup>1</sup>H-MRS, proton magnetic resonance spectroscopy; CT, computed tomography; HU, Houndsfield Unit; MRI-PDFF, magnetic resonance imaging-determined proton density fat fraction; US, ultrasound.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <table-wrap id="ijms-17-00633-t002" position="float">
        <object-id pub-id-type="pii">ijms-17-00633-t002_Table 2</object-id>
        <label>Table 2</label>
        <caption>
          <p>Insulin sensitivity in studies comparing liver fat between PNPLA3 I148M carriers and non-carriers.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th rowspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Cohort</th>
              <th rowspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin"><italic>N</italic></th>
              <th colspan="3" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">BMI (kg/m<sup>2</sup>)</th>
              <th colspan="3" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Liver Fat</th>
              <th colspan="3" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Insulin Sensitivity (HOMA-IR)</th>
              <th colspan="3" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin"><italic>S</italic>-Triglycerides (mmol/L)</th>
            </tr>
            <tr>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>II</sup></th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">I148<sup>IM</sup></th>
              <th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">I148<sup>MM</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>II</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>IM</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>MM</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>II</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>IM</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>MM</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>II</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>IM</sup></th>
              <th align="center" valign="middle" style="border-bottom:solid thin">I148<sup>MM</sup></th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">Multiethnic <sup>1</sup> [<xref ref-type="bibr" rid="B12-ijms-17-00633">12</xref>]</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">2111</td>
              <td align="center" valign="middle">30.4</td>
              <td align="center" valign="middle">31.1</td>
              <td align="center" valign="middle">30.0</td>
              <td align="center" valign="middle">3.7% <sup>a</sup></td>
              <td align="center" valign="middle">4.6% <sup>a</sup></td>
              <td align="center" valign="middle">7.7% ***<sup>,a</sup></td>
              <td align="center" valign="middle">3.3</td>
              <td align="center" valign="middle">3.5</td>
              <td align="center" valign="middle">3.3</td>
              <td align="center" valign="middle">1.32</td>
              <td align="center" valign="middle">1.35</td>
              <td align="center" valign="middle">1.41</td>
            </tr>
            <tr>
              <td align="center" valign="middle">31.6</td>
              <td align="center" valign="middle">32.0</td>
              <td align="center" valign="middle">32.2</td>
              <td align="center" valign="middle">3.1%</td>
              <td align="center" valign="middle">4.8%</td>
              <td align="center" valign="middle">4.8% ***</td>
              <td align="center" valign="middle">3.3</td>
              <td align="center" valign="middle">3.3</td>
              <td align="center" valign="middle">4.4</td>
              <td align="center" valign="middle">0.97</td>
              <td align="center" valign="middle">0.97</td>
              <td align="center" valign="middle">1.02</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">29.2</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">28.8</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">28.8</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.5%</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.7%</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.5% ***</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.3</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.25</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.21</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0.90</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Germany [<xref ref-type="bibr" rid="B79-ijms-17-00633">79</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">330</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">29.9</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">29.1</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">28.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">5.4% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">6.0% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">7.2% ***<sup>,a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">12.6 <sup>v,z</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">12.9 <sup>v,z</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">12.9 <sup>v,z</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Finnish [<xref ref-type="bibr" rid="B80-ijms-17-00633">80</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">291</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">30.5</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">30.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">32.2</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">9.0% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">10.4% *<sup>,a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">14.1% **<sup>,a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">72 <sup>y,z</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">70 <sup>y,z</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">74 <sup>y,z</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.82</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.60</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.52</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">British [<xref ref-type="bibr" rid="B81-ijms-17-00633">81</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">98</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">34.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">33.2</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">31.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">26.7% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">28.8% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">33.5% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.1</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.60</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.70</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.40</td>
            </tr>
            <tr>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">Multiethnic <sup>2</sup> [<xref ref-type="bibr" rid="B82-ijms-17-00633">82</xref>]</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">1214</td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA <sup>&#xD7;</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA <sup>&#xD7;</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA <sup>&#xD7;</sup></td>
              <td align="center" valign="middle">57 <sup>b</sup></td>
              <td align="center" valign="middle">55 <sup>b</sup></td>
              <td align="center" valign="middle">46 ***<sup>,b</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA <sup>&#xD7;</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA<sup>&#xD7;</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA<sup>&#xD7;</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA <sup>&#xD7;</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA <sup>&#xD7;</sup></td>
              <td rowspan="2" align="center" valign="middle" style="border-bottom:solid thin">NA <sup>&#xD7;</sup></td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">55</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">51</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">47 ***</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Dutch [<xref ref-type="bibr" rid="B83-ijms-17-00633">83</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">470</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">37.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">37.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">37.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">66% <sup>c</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">78% <sup>c</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">100% ***<sup>,c</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.8</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.9</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.42</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.47</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.46</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Italian [<xref ref-type="bibr" rid="B84-ijms-17-00633">84</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">61</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">25.7</td>
              <td colspan="2" align="center" valign="middle" style="border-bottom:solid thin">25.9</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">16% <sup>d</sup></td>
              <td colspan="2" align="center" valign="middle" style="border-bottom:solid thin">32% *<sup>,d</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.4</td>
              <td colspan="2" align="center" valign="middle" style="border-bottom:solid thin">4.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.13</td>
              <td colspan="2" align="center" valign="middle" style="border-bottom:solid thin">1.15</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Italian [<xref ref-type="bibr" rid="B85-ijms-17-00633">85</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">253</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">30.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">30.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">29.8</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">44% <sup>c</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">48% <sup>c</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">63% **<sup>,c</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.9</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">5.2</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.64</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.85</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.79</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Italian [<xref ref-type="bibr" rid="B86-ijms-17-00633">86</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">211</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">32.1</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">30.4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">31.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4 <sup>e</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4 <sup>e</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4 <sup>e</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.5</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.5</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.8</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.77</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.59</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.26 **</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Taiwanese [<xref ref-type="bibr" rid="B87-ijms-17-00633">87</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">879</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">23.3</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">23.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">23.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">13% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">19% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">23% *<sup>,f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.5</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.5</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.11</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.16</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.38 *</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">South Korean [<xref ref-type="bibr" rid="B88-ijms-17-00633">88</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1363</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">24.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">24.4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">23.9 **</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">38% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">45% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">54% *<sup>,f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.3</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.1</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.6 **</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.54</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.38</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.31 **</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Taiwanese, pediatric [<xref ref-type="bibr" rid="B89-ijms-17-00633">89</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">520</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">26.3</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">26.2</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">25.9</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">21% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">13% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">30% **<sup>,f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.5</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.11</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.03</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0.94</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Italian, pediatric [<xref ref-type="bibr" rid="B90-ijms-17-00633">90</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">475</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">13% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">19% <sup>f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">41% *<sup>,f</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.3</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0.56</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0.56</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">0.53</td>
            </tr>
            <tr>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">Italian, pediatric [<xref ref-type="bibr" rid="B91-ijms-17-00633">91</xref>]</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">95.2 <inline-formula>
                <mml:math id="mm1" display="block">
                  <mml:semantics>
                    <mml:mo>&#xB0;</mml:mo>
                  </mml:semantics>
                </mml:math>
              </inline-formula></td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">95.0 <inline-formula>
                <mml:math id="mm2" display="block">
                  <mml:semantics>
                    <mml:mo>&#xB0;</mml:mo>
                  </mml:semantics>
                </mml:math>
              </inline-formula></td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">94.1 <inline-formula>
                <mml:math id="mm3" display="block">
                  <mml:semantics>
                    <mml:mo>&#xB0;</mml:mo>
                  </mml:semantics>
                </mml:math>
              </inline-formula></td>
              <td align="center" valign="middle">70% <sup>g</sup></td>
              <td align="center" valign="middle">7% <sup>g</sup></td>
              <td align="center" valign="middle">4% ***<sup>,g</sup></td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">2.5</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">2.7</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">2.4</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">1.28</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">1.19</td>
              <td rowspan="3" align="center" valign="middle" style="border-bottom:solid thin">1.39</td>
            </tr>
            <tr>
              <td align="center" valign="middle">30%</td>
              <td align="center" valign="middle">78%</td>
              <td align="center" valign="middle">4%</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">0%</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">15%</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">92%</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>BMI, body mass index; CT, computed tomography; HOMA-IR, Homeostasis model assessment of insulin resistance [<xref ref-type="bibr" rid="B62-ijms-17-00633">62</xref>]; HU, Houndsfield Unit; MRI, magnetic resonance imaging; NA, not available; OGTT, oral glucose tolerance test; US, ultrasound. * Significant difference between groups in ANOVA or <italic>t</italic> test. * <italic>p</italic> &lt; 0.05; ** <italic>p</italic> &lt; 0.01, *** <italic>p</italic> &lt; 0.0001. Data are presented as mean or median. <sup>1</sup> Caucasian, African and Hispanic Americans; <sup>2</sup> Hispanic and African Americas. <inline-formula>
              <mml:math id="mm4" display="block">
                <mml:semantics>
                  <mml:mrow>
                    <mml:mo>&#xB0;</mml:mo>
                  </mml:mrow>
                </mml:semantics>
              </mml:math>
            </inline-formula> BMI centiles; <sup>a</sup> <sup>1</sup>H-MRS (liver fat content,%); <sup>b</sup> CT (liver density, HU); <sup>c</sup> Histology (prevalence of steatosis, %); <sup>d</sup> Histology (% hepatocytes steatotic); <sup>e</sup> US (severity of steatosis by Hamaguchi score, 3&#x2013;4 = moderate); <sup>f</sup> US (prevalence of steatosis, %); <sup>g</sup> Histology (severity of steatosis, grade 1/2/3); <sup>v</sup> OGTT (arbitrary unit); <sup>y</sup> fasting serum insulin (pmol/L); <sup>z</sup> hyperinsulinemic clamp was also performed, data not shown in the table; <sup>&#xD7;</sup> Data not shown, but it was reported that genetic variation at rs738409 did not correlate with HOMA-IR, insulin sensitivity index, BMI or <italic>S</italic>-triglycerides.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <table-wrap id="ijms-17-00633-t003" position="float">
        <object-id pub-id-type="pii">ijms-17-00633-t003_Table 3</object-id>
        <label>Table 3</label>
        <caption>
          <p>Insulin sensitivity in studies comparing liver fat between TM6SF2 E167K carriers and non-carriers.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th rowspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Cohort</th>
              <th rowspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin"><italic>N</italic></th>
              <th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">BMI (kg/m<sup>2</sup>)</th>
              <th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Liver Fat</th>
              <th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin">Insulin Sensitivity (HOMA-IR)</th>
              <th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin"><italic>S</italic>-Triglycerides (mmol/L)</th>
            </tr>
            <tr>
              <th align="center" valign="middle" style="border-bottom:solid thin">EE</th>
              <th align="center" valign="middle" style="border-bottom:solid thin">EK + KK</th>
              <th align="center" valign="middle" style="border-bottom:solid thin">EE</th>
              <th align="center" valign="middle" style="border-bottom:solid thin">EK + KK</th>
              <th align="center" valign="middle" style="border-bottom:solid thin">EE</th>
              <th align="center" valign="middle" style="border-bottom:solid thin">EK + KK</th>
              <th align="center" valign="middle" style="border-bottom:solid thin">EE</th>
              <th align="center" valign="middle" style="border-bottom:solid thin">EK + KK</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Multiethnic <sup>1</sup> [<xref ref-type="bibr" rid="B92-ijms-17-00633">92</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4587</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">29.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">28.5/31.8</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.5% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4.4%/15.7% ***<sup>,a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.9/4.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.39</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.33/1.47 *</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Finns [<xref ref-type="bibr" rid="B97-ijms-17-00633">97</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">300</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">33.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">32.5</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">6.8% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">11.2% *<sup>,a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.9</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.40</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.50</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">British [<xref ref-type="bibr" rid="B81-ijms-17-00633">81</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">98</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">32.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">35.4</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">28.5% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">29.0% <sup>a</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.7</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.60</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.50 *</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Argentineans [<xref ref-type="bibr" rid="B13-ijms-17-00633">13</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">361</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">29.8</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">30.2</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">NA</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.1</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">3.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.87</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.31</td>
            </tr>
            <tr>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">Multiethnic <sup>2</sup> [<xref ref-type="bibr" rid="B98-ijms-17-00633">98</xref>]</td>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">502</td>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">32.2</td>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">31.2/30.8</td>
              <td align="center" valign="middle">S0: 3% <sup>b</sup></td>
              <td align="center" valign="middle">S0: 0%/0% <sup>b</sup></td>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">3.5</td>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">2.8/2.8</td>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">1.70</td>
              <td rowspan="4" align="center" valign="middle" style="border-bottom:solid thin">1.36/1.08 **</td>
            </tr>
            <tr>
              <td align="center" valign="middle">S1: 50%</td>
              <td align="center" valign="middle">S1: 35%/45%</td>
            </tr>
            <tr>
              <td align="center" valign="middle">S2: 27%</td>
              <td align="center" valign="middle">S2: 40%/20%</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">S3: 20%</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">S3: 25%/35% *</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Multiethnic <sup>1</sup>, pediatric [<xref ref-type="bibr" rid="B99-ijms-17-00633">99</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">957 ^</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">33.0</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">32.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">6.7% <sup>c</sup> ^</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">11.1% **<sup>,c,</sup>^</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.9 <sup>x</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.0 <sup>x</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.20</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.21</td>
            </tr>
            <tr>
              <td align="center" valign="middle" style="border-bottom:solid thin">Italian, pediatric [<xref ref-type="bibr" rid="B100-ijms-17-00633">100</xref>]</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1010</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.9 <inline-formula>
                <mml:math id="mm5" display="block">
                  <mml:semantics>
                    <mml:mrow>
                      <mml:mo>&#xB0;</mml:mo>
                    </mml:mrow>
                  </mml:semantics>
                </mml:math>
              </inline-formula></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">2.9 <inline-formula>
                <mml:math id="mm6" display="block">
                  <mml:semantics>
                    <mml:mrow>
                      <mml:mo>&#xB0;</mml:mo>
                    </mml:mrow>
                  </mml:semantics>
                </mml:math>
              </inline-formula></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">47% <sup>d</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">89% **<sup>,d</sup></td>
              <td align="center" valign="middle" style="border-bottom:solid thin">5.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">4.6</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.12</td>
              <td align="center" valign="middle" style="border-bottom:solid thin">1.02 *</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>BMI, body mass index; BMI-SDS, body mass index standard deviation score; HOMA-IR, Homeostasis model assessment of insulin resistance [<xref ref-type="bibr" rid="B62-ijms-17-00633">62</xref>]; MRI-PDFF, magnetic resonance imaging-measured proton density fat fraction; NA, not available; OGTT, oral glucose tolerance test; US, ultrasound; WBISI, whole body insulin sensitivity index. Significant difference between groups in ANOVA or <italic>t</italic> test, * <italic>p</italic> &lt; 0.05; ** <italic>p</italic> &lt; 0.01; *** <italic>p</italic> &lt; 0.0001. Data are presented as mean or median. <sup>1</sup> Caucasian, African and Hispanic Americans; <sup>2</sup> Caucasian, Asian, Hispanic; International Liver Disease Genetics Consortium; ^ Liver fat content available on 454 subjects, BMI, insulin sensitivity and <italic>S</italic>-triglycerides on 957 subjects; <inline-formula>
              <mml:math id="mm7" display="block">
                <mml:semantics>
                  <mml:mo>&#xB0;</mml:mo>
                </mml:semantics>
              </mml:math>
            </inline-formula> BMI-SDS; <sup>a</sup> <sup>1</sup>H-MRS (liver fat content, %); <sup>b</sup> Histology, prevalence of each steatosis grade; <sup>c</sup> MRI-PDFF, liver fat, %, (<italic>n</italic> = 454); <sup>d</sup> US (prevalence of steatosis, %); <sup>x</sup> OGTT (WBISI).</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
    </sec>
  </back>
</article>