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<front>
<journal-meta>
<journal-id journal-id-type="doi">10.1002/(ISSN)2352-8729</journal-id>
<journal-id journal-id-type="publisher-id">DAD2</journal-id>
<journal-title-group>
<journal-title xml:lang="en">Alzheimer's &amp; Dementia: Diagnosis, Assessment &amp; Disease Monitoring</journal-title>
<abbrev-journal-title abbrev-type="publisher" xml:lang="en">Alzheimer's Dement.</abbrev-journal-title>
</journal-title-group>
<issn publication-format="ppub">2352-8729</issn>
<issn publication-format="epub">2352-8729</issn>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1002/dad2.12585</article-id>
<article-id pub-id-type="publisher-id">DAD212585</article-id>
<article-categories>
<subj-group subj-group-type="overline" xml:lang="en">
<subject>RESEARCH ARTICLE</subject>
</subj-group>
<subj-group subj-group-type="heading" xml:lang="en">
<subject>RESEARCH ARTICLES</subject>
</subj-group>
</article-categories>
<title-group>
<article-title xml:lang="en">Distinct patterns of voxel‐ and connection‐based white matter hyperintensity distribution and associated factors in early‐onset and late‐onset Alzheimer's disease</article-title>
<alt-title alt-title-type="left-running-head">HONG <sc>et al</sc>.</alt-title>
</title-group>
<contrib-group>
<contrib id="dad212585-cr-0001" contrib-type="author">
<name>
<surname>Hong</surname>
<given-names>Hui</given-names>
</name>
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2084-203X</contrib-id>
<xref ref-type="aff" rid="dad212585-aff-0001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="dad212585-aff-0002">
<sup>2</sup>
</xref>
</contrib>
<contrib id="dad212585-cr-0002" contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Yutong</given-names>
</name>
<xref ref-type="aff" rid="dad212585-aff-0002">
<sup>2</sup>
</xref>
</contrib>
<contrib id="dad212585-cr-0003" contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Weiran</given-names>
</name>
<xref ref-type="aff" rid="dad212585-aff-0002">
<sup>2</sup>
</xref>
</contrib>
<contrib id="dad212585-cr-0004" contrib-type="author" corresp="yes">
<name>
<surname>Luo</surname>
<given-names>Xiao</given-names>
</name>
<email>luoxiao1990@zju.edu.cn</email>
<xref ref-type="corresp" rid="correspondenceTo">*</xref>
<xref ref-type="aff" rid="dad212585-aff-0001">
<sup>1</sup>
</xref>
</contrib>
<contrib id="dad212585-cr-0005" contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Minming</given-names>
</name>
<email>zhangminming@zju.edu.cn</email>
<xref ref-type="corresp" rid="correspondenceTo">*</xref>
<xref ref-type="aff" rid="dad212585-aff-0001">
<sup>1</sup>
</xref>
</contrib>
<contrib id="dad212585-cr-0006" contrib-type="author">
<collab collab-type="authors">for the Alzheimer's Disease Neuroimaging Initiative (ADNI)</collab>
</contrib>
</contrib-group>
<aff id="dad212585-aff-0001">
<label>
<sup>1</sup>
</label>

<named-content content-type="organisation-division">Department of Radiology</named-content>

<named-content content-type="organisation-division">The Second Affiliated Hospital of Zhejiang University</named-content>

<institution>School of Medicine</institution>

<city>Hangzhou</city>
 <country country="CN">China</country>

</aff>
<aff id="dad212585-aff-0002">
<label>
<sup>2</sup>
</label>

<named-content content-type="organisation-division">Department of Clinical Neurosciences</named-content>

<institution>University of Cambridge</institution>

<city>Cambridge</city>
 <country country="GB">UK</country>

</aff>
<author-notes>
<corresp id="correspondenceTo"><label>*</label><bold>Correspondence</bold><break/>Minming Zhang, MD PhD and Xiao Luo, PhD, Department of Radiology, The Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou, China.<break/> Email: <email>zhangminming@zju.edu.cn</email> and <email>luoxiao1990@zju.edu.cn</email><break/></corresp>
</author-notes>
<pub-date date-type="pub" publication-format="electronic"><day>22</day>
<month>04</month>
<year>2024</year>
</pub-date><pub-date date-type="pub" publication-format="print"><month>0406</month>
<year>2024</year>
</pub-date><volume>16</volume>
<issue seq="160">2</issue>
<issue-id pub-id-type="doi">10.1002/dad2.v16.2</issue-id>
<elocation-id>e12585</elocation-id>
<history>

<date date-type="rev-recd">
<day>12</day>
<month>02</month>
<year>2024</year>
</date>

<date date-type="received">
<day>08</day>
<month>11</month>
<year>2023</year>
</date>

<date date-type="accepted">
<day>15</day>
<month>03</month>
<year>2024</year>
</date>

</history>
<permissions>
<copyright-statement content-type="issue-copyright">© 2024 the Alzheimer's Association.</copyright-statement>
<copyright-statement content-type="article-copyright">© 2024 The Authors. Alzheimer's &amp; Dementia: Diagnosis, Assessment &amp; Disease Monitoring published by Wiley Periodicals LLC on behalf of Alzheimer's Association.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>© 2024 The Authors. Alzheimer's &amp; Dementia: Diagnosis, Assessment &amp; Disease Monitoring published by Wiley Periodicals LLC on behalf of Alzheimer's Association.</copyright-holder>
<license>
<ali:license_ref>http://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref>
<license-p>This is an open access article under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution‐NonCommercial‐NoDerivs</ext-link> License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.</license-p>
</license>
</permissions>
<abstract xml:lang="en" abstract-type="main">
<title>Abstract</title>
<sec id="dad212585-sec-0010" xml:lang="en">
<title>Introduction</title>
<p xml:lang="en">The distribution of voxel‐ and connection‐based white matter hyperintensity (WMH) patterns in early‐onset Alzheimer's disease (EOAD) and late‐onset Alzheimer's disease (LOAD), as well as factors associated with these patterns, remain unclear.</p>
</sec>
<sec id="dad212585-sec-0020" xml:lang="en">
<title>Method</title>
<p xml:lang="en">We analyzed the WMH distribution patterns in EOAD and LOAD at the voxel and connection levels, each compared with their age‐matched cognitively unimpaired participants. Linear regression assessed the independent effects of amyloid and vascular risk factors on WMH distribution patterns in both groups.</p>
</sec>
<sec id="dad212585-sec-0030" xml:lang="en">
<title>Results</title>
<p xml:lang="en"><bold>Patients with</bold> EOAD showed increased WMH burden in the posterior region at the voxel level, and in occipital region tracts and visual network at the connection level, compared to controls. LOAD exhibited extensive involvement across various brain areas in both levels. Amyloid accumulation was associated WMH distribution in the early‐onset group, whereas the late‐onset group demonstrated associations with both amyloid and vascular risk factors.</p>
</sec>
<sec id="dad212585-sec-0040" xml:lang="en">
<title>Discussion</title>
<p xml:lang="en">EOAD showed posterior‐focused WMH distribution pattern, whereas LOAD was with a wider distribution. Amyloid accumulation was associated with connection‐based WMH patterns in both early‐onset and late‐onset groups, with additional independent effects of vascular risk factors in late‐onset group.</p>
</sec>
<sec id="dad212585-sec-0050" xml:lang="en">
<title>Highlights</title>
<p xml:lang="en">
<list id="dad212585-list-0001" list-type="order">
<list-item>
<p xml:lang="en">Both early‐onset Alzheimer's disease (EOAD) and late‐onset AD (LOAD) showed increased white matter hyperintensity (WMH) volume compared with their age‐matched cognitively unimpaired participants.</p>
</list-item>
<list-item>
<p xml:lang="en">EOAD and LOAD exhibited distinct patterns of WMH distribution, with EOAD showing a posterior‐focused pattern and LOAD displaying a wider distribution across both voxel‐ and connection‐based levels.</p>
</list-item>
<list-item>
<p xml:lang="en">In both EOAD and LOAD, amyloid accumulation was associated with connection‐based WMH patterns, with additional independent effects of vascular risk factors observed in LOAD.</p>
</list-item>
</list>
</p>
</sec>
</abstract>
<kwd-group kwd-group-type="author-generated" xml:lang="en">
<kwd id="dad212585-kwd-0001">early‐onset Alzheimer's disease</kwd>
<kwd id="dad212585-kwd-0002">late‐onset Alzheimer's disease</kwd>
<kwd id="dad212585-kwd-0003">white matter hyperintensities</kwd>
</kwd-group>
<funding-group>
<award-group id="funding-0001">
<funding-source>

<institution-wrap>
<institution>National Natural Science Foundation of China</institution>
<institution-id>http://dx.doi.org/10.13039/501100001809</institution-id>
</institution-wrap>

</funding-source>
<award-id>81971577</award-id>
<award-id>82271936</award-id>
</award-group>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="4"/>
<page-count count="12"/>
<word-count count="5775"/>
</counts>
</article-meta>
</front>
</article>