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<!DOCTYPE html> <html lang="en"> <head> <title>ORBi: Detailled Reference</title> <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /> <meta name="Generator" content="DSpace 6.4-SNAPSHOT" /> <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" /> <link rel="shortcut icon" href="/file/theme/favicon.ico" type="image/x-icon" /> <link rel="stylesheet" href="/file/css/bootstrap.min.css" /> <link rel="stylesheet" href="/file/css/flickity.min.css" crossorigin="anonymous" /> <link rel="stylesheet" href="/file/css/cookieconsent.min.css" /> <link rel="stylesheet" href="/file/css/highlightjs.default.min.css" /> <link rel="stylesheet" href="/file/css/orbi.css?v=e7ef1dc3a33201308aac1128f20279b9" /> <link rel="stylesheet" href="/file/css/file.css?v=f70cbbb32819996896f8d58df5abf54e" /> <link rel="stylesheet" href="/file/theme/custom.css" /> <link rel="search" type="application/opensearchdescription+xml" href="/open-search/description.xml" title="DSpace"/> <meta name="citation_title" content="The Complex Interplay Between Trait Fatigue and Cognition in Multiple Sclerosis" /> <meta name="citation_author" content="Guillemin, Camille" /> <meta name="citation_author_institution" content="Université de Liège - ULiège &gt; Psychologie et Neuroscience Cognitives (PsyNCog)" /> <meta name="citation_author" content="LOMMERS, Emilie" /> <meta name="citation_author_institution" content="Centre Hospitalier Universitaire de Liège - CHU &gt; &gt; Service de neurologie" /> <meta name="citation_author" content="Delrue, Gaël" /> <meta name="citation_author_institution" content="Université de Liège - ULiège &gt; Département de Psychologie &gt; Neuropsychologie" /> <meta name="citation_author" content="Gester, Elodie" /> <meta name="citation_author_institution" content="Centre Hospitalier Universitaire de Liège - CHU &gt; &gt; Service de médecine de l'appareil locomoteur" /> <meta name="citation_author" content="MAQUET, Pierre" /> <meta name="citation_author_institution" content="Centre Hospitalier Universitaire de Liège - CHU &gt; &gt; Service de neurologie" /> <meta name="citation_author" content="Collette, Fabienne" /> <meta name="citation_author_institution" content="Université de Liège - ULiège &gt; GIGA &gt; GIGA CRC In vivo Imaging - Aging &amp; Memory" /> <meta name="citation_date" content="2022-03-16" /> <meta name="citation_issn" content="0033-2879" /> <meta name="citation_journal_title" content="Psychologica Belgica" /> <meta name="citation_volume" content="62" /> <meta name="citation_issue" content="1" /> <meta name="citation_doi" content="10.5334/pb.1125" /> <meta name="citation_abstract_html_url" content="https://orbi.uliege.be/handle/2268/289699" /> <meta name="citation_pdf_url" content="https://orbi.uliege.be/bitstream/2268/289699/1/1125-5610-1-PB.pdf" /> <meta name="citation_language" content="Anglais" /> <meta name="citation_keywords" content="General Psychology; Multiple Sclerosis; Anxiety; Depression; Fatigue; Cognition" /> <meta name="citation_publisher" content="Ubiquity Press, Ltd." /> <link rel="schema.DCTERMS" href="http://purl.org/dc/terms/" /> <link rel="schema.DC" href="http://purl.org/dc/elements/1.1/" /> <meta name="DC.creator" content="Guillemin, Camille; Université de Liège - ULiège &gt; Psychologie et Neuroscience Cognitives (PsyNCog)" /> <meta name="DC.creator" content="LOMMERS, Emilie; Centre Hospitalier Universitaire de Liège - CHU &gt; &gt; Service de neurologie" /> <meta name="DC.creator" content="Delrue, Gaël; Université de Liège - ULiège &gt; Département de Psychologie &gt; Neuropsychologie" /> <meta name="DC.creator" content="Gester, Elodie; Centre Hospitalier Universitaire de Liège - CHU &gt; &gt; Service de médecine de l'appareil locomoteur" /> <meta name="DC.creator" content="MAQUET, Pierre; Centre Hospitalier Universitaire de Liège - CHU &gt; &gt; Service de neurologie" /> <meta name="DC.creator" content="Collette, Fabienne; Université de Liège - ULiège &gt; GIGA &gt; GIGA CRC In vivo Imaging - Aging &amp; Memory" /> <meta name="DCTERMS.available" content="2022-04-17T22:13:05Z" scheme="DCTERMS.W3CDTF" /> <meta name="DCTERMS.issued" content="2022-03-16" scheme="DCTERMS.W3CDTF" /> <meta name="DC.identifier" content="10.5334/pb.1125" /> <meta name="DC.identifier" content="https://hdl.handle.net/2268/289699" scheme="DCTERMS.URI" /> <meta name="DC.identifier" content="https://orbi.uliege.be/handle/2268/289699" scheme="DCTERMS.URI" /> <meta name="DCTERMS.abstract" content="Cognitive impairments are frequent in patients with Multiple Sclerosis (MS). Yet, the influence of MS-related symptoms on cognitive status is not clear. Studies investigating the impact of trait fatigue along with anxio-depressive symptoms on cognition are seldom, and even less considered fatigue as multidimensional. Moreover, these studies provided conflicting results.&#xD;&#xA;&#xD;&#xA;Twenty-nine MS patients and 28 healthy controls, matched on age, gender and education underwent a full comprehensive neuropsychological assessment. Anxio-depressive and fatigue symptoms were assessed using the HAD scale and the MFIS, respectively. Six composite scores were derived from the neuropsychological assessment, reflecting the cognitive domains of working memory, verbal and visual learning, executive functions, attention and processing speed. Stepwise regression analyses were conducted in each group to investigate if trait cognitive and physical fatigue, depression and anxiety are relevant predictors of performance in each cognitive domain. In order to control for disease progression, patient’s EDSS score was also entered as predictor variable.&#xD;&#xA;&#xD;&#xA;In the MS group, trait physical fatigue was the only significant predictor of working memory score. Cognitive fatigue was a predictor for executive functioning performance and for processing speed (as well as EDSS score for processing speed). In the healthy controls group, only an association between executive functioning and depression was observed.&#xD;&#xA;&#xD;&#xA;Fatigue predicted cognition in MS patients only, beyond anxio-depressive symptoms and disease progression. Considering fatigue as a multidimensional symptom is paramount to better understand its association with cognition, as physical and cognitive fatigue are predictors of different cognitive processes." xml:lang="en" /> <meta name="DC.language" content="Anglais" scheme="DCTERMS.RFC3066" /> <meta name="DC.subject" content="General Psychology" /> <meta name="DC.subject" content="Multiple Sclerosis" /> <meta name="DC.subject" content="Anxiety" /> <meta name="DC.subject" content="Depression" /> <meta name="DC.subject" content="Fatigue" /> <meta name="DC.subject" content="Cognition" /> <meta name="DC.title" content="The Complex Interplay Between Trait Fatigue and Cognition in Multiple Sclerosis" /> <meta name="DC.type" content="Article (Scientific journals)" /> <meta name="DCTERMS:bibliographicCitation" content="Psychologica Belgica" /> <meta name="DCTERMS.isPartOf" content="0033-2879" /> <meta name="DCTERMS.isPartOf" content="2054-670X" /> <meta name="DC.publisher" content="Ubiquity Press, Ltd." /> <link rel="stylesheet" href="/file/css/recommender.css" type="text/css"/> <style> #action-list svg.feather {width:2rem;height:2rem;} </style> <script> var contextPath=''; 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<span class="author uid" data-uid="p012375">LOMMERS,&#x20;Emilie</span>; <span class="author uid" data-uid="p008922">Delrue,&#x20;Gaël</span> <em class="etal">et al.</em></div><div><span class="issued">2022</span> &bull; <span class="source">In <em>Psychologica&#x20;Belgica, 62</em> (1), p. 108</span></div><span class="mr-3"><svg class="inline-feather text-success"><use xlink:href="#check-circle"/></svg> Peer Reviewed verified by ORBi</span></div><div class="row no-gutters mt-3"><div class="col-12 col-xl-6 d-flex justify-content-start align-items-center mb-3"><div class="biblio-icon shadow-sm mr-3"><svg class="feather"><use xlink:href="#link"></use></svg></div><div><b>Permalink</b><br /><a href="https://hdl.handle.net/2268/289699">https://hdl.handle.net/2268/289699</a></div></div><div class="col-12 col-xl-6 d-flex justify-content-start align-items-center mb-3"><div class="biblio-icon shadow-sm mr-3"><svg class="feather"><use xlink:href="#doi"></use></svg></div><div><b>DOI</b><br /><a href="https://doi.org/10.5334/pb.1125" target="_blank">10.5334/pb.1125</a></div></div></div><div class="clearfix" />&nbsp;</div><br /><div class="d-none d-sm-flex justify-content-around p-3 bg-light"><a class="link link-center px-2 px-md-4" href="#files">Files (2)</a><a class="link link-center px-2 px-md-4" href="#exports">Send to</a><a class="link link-center px-2 px-md-4" href="#details">Details</a><a class="link link-center px-2 px-md-4" href="#statistics">Statistics</a><a class="link link-center px-2 px-md-4" href="#bibliography">Bibliography</a><a class="link link-center px-2 px-md-4" href="#publications">Similar publications</a></div> <div class="d-flex anchor mt-4"><a id="files"></a><h4>Files</h4><hr class="ml-2 w-100"></div><h5 class="ml-4">Full Text</h5><div class="card card-result my-1 mx-4"><div class="card-body d-flex p-2"><div class="doc-ico doc-ico-sm doc-oa my-1 mr-4"><svg class="inline-feather"><use xlink:href="#doc-oa"></use></svg></div><div class="overflow-hidden flex-grow-1"><div class="text-truncate h6 m-0 mt-2">1125-5610-1-PB.pdf</div><div>Author postprint (1.52 MB)</div></div><a class="stretched-link btn btn-primary position-static ml-2 align-self-center" href="/bitstream/2268/289699/1/1125-5610-1-PB.pdf">Download</a></div></div><div class="p-2"></div><h5 class="ml-4">Annexes</h5><div class="card card-result my-1 mx-4"><div class="card-body d-flex p-2"><div class="doc-ico doc-ico-sm doc-oa my-1 mr-4"><svg class="inline-feather"><use xlink:href="#doc-oa"></use></svg></div><div class="overflow-hidden flex-grow-1"><div class="text-truncate h6 m-0 mt-2">pb-62-1-1125-s1.pdf</div><div> (514.96 kB)</div><small><em>Supplemental&#x20;Material</em></small></div><a class="stretched-link btn btn-primary position-static ml-2 align-self-center" href="/bitstream/2268/289699/2/pb-62-1-1125-s1.pdf">Download</a></div></div><div class="p-2"></div><div class="alert alert-primary mx-4 mt-3"><p class="m-2">All documents in ORBi are protected by a <a class="alert-link" href="/page/user-license">user license</a>.</p></div> <div class="d-flex anchor mt-4"><a id="exports"></a><h4 class="text-nowrap">Send to</h4><hr class="ml-2 w-100"></div><br /><div id="exports"><div id="action-list" class="overflow-hidden position-relative action-list"><div class="action d-flex justify-content-around text-center text-nowrap mx-lg-5"><a class="ris"><svg class="feather"><use xlink:href="#file"></use></svg><label>RIS</label></a><a class="bibtex"><svg class="feather"><use xlink:href="#file"></use></svg><label>BibTex</label></a><a class="apa"><svg class="feather"><use xlink:href="#citation"></use></svg><label>APA</label></a><a class="chicago"><svg class="feather"><use xlink:href="#citation"></use></svg><label>Chicago</label></a><a class="permalink"><svg class="feather"><use xlink:href="#link"></use></svg><label>Permalink</label></a><a class="twitter"><svg class="feather"><use xlink:href="#twitter"></use></svg><label>X</label></a><a class="linkedin"><svg class="feather"><use xlink:href="#linkedin"></use></svg><label>Linkedin</label></a></div><div class="data-panel d-none m-4"><div class="text-center loading p-5"><div class="spinner-border" role="status"></div></div><div class="alert alert-light border text-secondary bg-light d-none" role="alert"><div class="p-1 border shadow-sm"></div><textarea></textarea><div class="copy-text text-center m-3"><a href="#"><svg class="inline-feather"><use xlink:href="#clipboard"></use></svg> copy to clipboard</a><span class="copied text-success"> <svg class="inline-feather"><use xlink:href="#check"></use></svg> copied</span></div></div></div></div></div> <div class="d-flex anchor mt-4"><a id="details"></a><h4>Details</h4><hr class="ml-2 w-100"></div><br /><div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Keywords&nbsp;:</div><div class="col-12 col-md-9">General&#x20;Psychology; Multiple&#x20;Sclerosis; Anxiety; Depression; Fatigue; Cognition</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Abstract&nbsp;:</div><div class="col-12 col-md-9"><span class="text-muted">[en]</span> Cognitive&#x20;impairments&#x20;are&#x20;frequent&#x20;in&#x20;patients&#x20;with&#x20;Multiple&#x20;Sclerosis&#x20;(MS).&#x20;Yet,&#x20;the&#x20;influence&#x20;of&#x20;MS-related&#x20;symptoms&#x20;on&#x20;cognitive&#x20;status&#x20;is&#x20;not&#x20;clear.&#x20;Studies&#x20;investigating&#x20;the&#x20;impact&#x20;of&#x20;trait&#x20;fatigue&#x20;along&#x20;with&#x20;anxio-depressive&#x20;symptoms&#x20;on&#x20;cognition&#x20;are&#x20;seldom,&#x20;and&#x20;even&#x20;less&#x20;considered&#x20;fatigue&#x20;as&#x20;multidimensional.&#x20;Moreover,&#x20;these&#x20;studies&#x20;provided&#x20;conflicting&#x20;results.&#x0D;&#x0A;&#x0D;&#x0A;Twenty-nine&#x20;MS&#x20;patients&#x20;and&#x20;28&#x20;healthy&#x20;controls,&#x20;matched&#x20;on&#x20;age,&#x20;gender&#x20;and&#x20;education&#x20;underwent&#x20;a&#x20;full&#x20;comprehensive&#x20;neuropsychological&#x20;assessment.&#x20;Anxio-depressive&#x20;and&#x20;fatigue&#x20;symptoms&#x20;were&#x20;assessed&#x20;using&#x20;the&#x20;HAD&#x20;scale&#x20;and&#x20;the&#x20;MFIS,&#x20;respectively.&#x20;Six&#x20;composite&#x20;scores&#x20;were&#x20;derived&#x20;from&#x20;the&#x20;neuropsychological&#x20;assessment,&#x20;reflecting&#x20;the&#x20;cognitive&#x20;domains&#x20;of&#x20;working&#x20;memory,&#x20;verbal&#x20;and&#x20;visual&#x20;learning,&#x20;executive&#x20;functions,&#x20;attention&#x20;and&#x20;processing&#x20;speed.&#x20;Stepwise&#x20;regression&#x20;analyses&#x20;were&#x20;conducted&#x20;in&#x20;each&#x20;group&#x20;to&#x20;investigate&#x20;if&#x20;trait&#x20;cognitive&#x20;and&#x20;physical&#x20;fatigue,&#x20;depression&#x20;and&#x20;anxiety&#x20;are&#x20;relevant&#x20;predictors&#x20;of&#x20;performance&#x20;in&#x20;each&#x20;cognitive&#x20;domain.&#x20;In&#x20;order&#x20;to&#x20;control&#x20;for&#x20;disease&#x20;progression,&#x20;patient’s&#x20;EDSS&#x20;score&#x20;was&#x20;also&#x20;entered&#x20;as&#x20;predictor&#x20;variable.&#x0D;&#x0A;&#x0D;&#x0A;In&#x20;the&#x20;MS&#x20;group,&#x20;trait&#x20;physical&#x20;fatigue&#x20;was&#x20;the&#x20;only&#x20;significant&#x20;predictor&#x20;of&#x20;working&#x20;memory&#x20;score.&#x20;Cognitive&#x20;fatigue&#x20;was&#x20;a&#x20;predictor&#x20;for&#x20;executive&#x20;functioning&#x20;performance&#x20;and&#x20;for&#x20;processing&#x20;speed&#x20;(as&#x20;well&#x20;as&#x20;EDSS&#x20;score&#x20;for&#x20;processing&#x20;speed).&#x20;In&#x20;the&#x20;healthy&#x20;controls&#x20;group,&#x20;only&#x20;an&#x20;association&#x20;between&#x20;executive&#x20;functioning&#x20;and&#x20;depression&#x20;was&#x20;observed.&#x0D;&#x0A;&#x0D;&#x0A;Fatigue&#x20;predicted&#x20;cognition&#x20;in&#x20;MS&#x20;patients&#x20;only,&#x20;beyond&#x20;anxio-depressive&#x20;symptoms&#x20;and&#x20;disease&#x20;progression.&#x20;Considering&#x20;fatigue&#x20;as&#x20;a&#x20;multidimensional&#x20;symptom&#x20;is&#x20;paramount&#x20;to&#x20;better&#x20;understand&#x20;its&#x20;association&#x20;with&#x20;cognition,&#x20;as&#x20;physical&#x20;and&#x20;cognitive&#x20;fatigue&#x20;are&#x20;predictors&#x20;of&#x20;different&#x20;cognitive&#x20;processes.</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Disciplines&nbsp;:</div><div class="col-12 col-md-9">Theoretical&#x20;&amp;&#x20;cognitive&#x20;psychology<br/>Neurology</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0 anchor"><a id="authors"></a>Author, co-author&nbsp;:</div><div class="col-12 col-md-9"><div><a href="/profile?uid=p210802">Guillemin, Camille&nbsp;<sup><svg class="inline-feather"><use xlink:href="#inst"></use></svg></sup></a>; <span class="text-muted">&nbsp;Université de Liège - ULiège > Psychologie et Neuroscience Cognitives (PsyNCog)</span></div><div><a href="/profile?uid=p012375">LOMMERS, Emilie&nbsp;<sup><svg class="inline-feather"><use xlink:href="#inst"></use></svg></sup></a>&nbsp;<sup><a target="_blank" href="https://orcid.org/0000-0001-7965-4629"><svg class="inline-feather"><use xlink:href="#orcid"></use></svg></a></sup>; <span class="text-muted">&nbsp;Centre Hospitalier Universitaire de Liège - CHU > > Service de neurologie</span></div><div><a href="/profile?uid=p008922">Delrue, Gaël&nbsp;<sup><svg class="inline-feather"><use xlink:href="#inst"></use></svg></sup></a>; <span class="text-muted">&nbsp;Université de Liège - ULiège > Département de Psychologie > Neuropsychologie</span></div><div><a href="/profile?uid=p121545">Gester, Elodie&nbsp;<sup><svg class="inline-feather"><use xlink:href="#inst"></use></svg></sup></a>; <span class="text-muted">&nbsp;Centre Hospitalier Universitaire de Liège - CHU > > Service de médecine de l'appareil locomoteur</span></div><div><a href="/profile?uid=p001461">MAQUET, Pierre&nbsp;<sup><svg class="inline-feather"><use xlink:href="#inst"></use></svg></sup></a>&nbsp;<sup><a target="_blank" href="https://orcid.org/0000-0003-3106-3357"><svg class="inline-feather"><use xlink:href="#orcid"></use></svg></a></sup>; <span class="text-muted">&nbsp;Centre Hospitalier Universitaire de Liège - CHU > > Service de neurologie</span></div><div><a href="/profile?uid=p002599">Collette, Fabienne&nbsp;<sup><svg class="inline-feather"><use xlink:href="#inst"></use></svg></sup></a>&nbsp;<sup><a target="_blank" href="https://orcid.org/0000-0001-9288-9756"><svg class="inline-feather"><use xlink:href="#orcid"></use></svg></a></sup>; <span class="text-muted">&nbsp;Université de Liège - ULiège > GIGA > GIGA CRC In vivo Imaging - Aging & Memory</span></div></div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Language&nbsp;:</div><div class="col-12 col-md-9">English</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Title&nbsp;:</div><div class="col-12 col-md-9">The&#x20;Complex&#x20;Interplay&#x20;Between&#x20;Trait&#x20;Fatigue&#x20;and&#x20;Cognition&#x20;in&#x20;Multiple&#x20;Sclerosis</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Publication date&nbsp;:</div><div class="col-12 col-md-9">16 March 2022</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Journal title&nbsp;:</div><div class="col-12 col-md-9">Psychologica&#x20;Belgica</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">ISSN&nbsp;:</div><div class="col-12 col-md-9">0033-2879</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">eISSN&nbsp;:</div><div class="col-12 col-md-9">2054-670X</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Publisher&nbsp;:</div><div class="col-12 col-md-9">Ubiquity Press, Ltd.</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Volume&nbsp;:</div><div class="col-12 col-md-9">62</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Issue&nbsp;:</div><div class="col-12 col-md-9">1</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Pages&nbsp;:</div><div class="col-12 col-md-9">108</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Peer reviewed&nbsp;:</div><div class="col-12 col-md-9">Peer&#x20;Reviewed&#x20;verified&#x20;by&#x20;ORBi</div></div> <div class="row"><div class="col-12 col-md-3 font-weight-bold text-left text-md-right pr-0">Available on ORBi :</div><div class="col-12 col-md-9">since 18 April 2022</div></div> <div class="d-flex anchor mt-4"><a id="statistics"></a><h4 class="text-nowrap">Statistics</h4><hr class="ml-2 w-100"></div><div class="block-list d-flex justify-content-center"><div class="px-2 px-lg-5 py-3"><svg class="big-feather mx-auto"><use xlink:href="#eye"></use></svg><div>Number of views</div><div class="info">94 (11 by ULiège)</div></div><div class="px-2 px-lg-5 py-3"><svg class="big-feather mx-auto"><use xlink:href="#download-cloud"></use></svg><div>Number of downloads</div><div class="info">78 (5 by ULiège)</div></div><div class="px-2 px-lg-5 py-3"><svg class="big-feather mx-auto"><use xlink:href="#bar-chart-2"></use></svg><a class="link link-center mt-2" href="/statistics?type=item&amp;id=2268/289699">More statistics</a></div></div> <hr class="w-75"><div class="block-list d-flex justify-content-center"><div class="px-2 px-lg-5 py-2"><div>Scopus citations<sup>®</sup><br />&nbsp;</div><div class="info">11</div></div><div class="px-2 px-lg-5 py-2"><div>Scopus citations<sup>®</sup><br />without self-citations</div><div class="info">9</div></div><div class="px-2 px-lg-5 py-2"><div>OpenCitations<br />&nbsp;</div><div class="info">4</div></div><div class="px-2 px-lg-5 py-2"><div>OpenAlex citations<br />&nbsp;</div><div class="info">12</div></div></div> <hr class="w-75"><div class="d-flex justify-content-center"><div class="altmetric-embed px-2 px-lg-5" data-badge-details="right" data-badge-type="medium-donut" data-condensed="true" data-doi="10.5334/pb.1125" data-link-target="_blank"></div><div class="px-4"><span class="__dimensions_badge_embed__" data-legend="always" data-doi="10.5334/pb.1125"></span></div><div class="px-2 scite-badge" data-doi="10.5334/pb.1125" data-layout="vertical" data-tooltip-placement="bottom" data-show-zero="true" data-small="false" data-show-labels="true"></div></div> <div class="d-flex anchor mt-4"><a id="bibliography"></a><h4 class="text-nowrap">Bibliography</h4><hr class="ml-2 w-100"></div> <ul class="m-3 mx-5" style="list-style:decimal"><li class="py-2">Amato, M. 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