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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2023.1246592</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Age and sex differences in the association between APOE genotype and Alzheimer&#x2019;s disease in a Taiwan Chinese population</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Ling-Chun</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1882325/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lee</surname> <given-names>Mei-Yueh</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1135418/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chien</surname> <given-names>Ching-Fang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chang</surname> <given-names>Yang-Pei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/891000/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Kuan-Ying</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1442554/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Yang</surname> <given-names>Yuan-Han</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/942340/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University Hospital</institution>, <addr-line>Kaohsiung</addr-line>, <country>Taiwan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung Medical University</institution>, <addr-line>Kaohsiung</addr-line>, <country>Taiwan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Neuroscience Research Center, Kaohsiung Medical University</institution>, <addr-line>Kaohsiung</addr-line>, <country>Taiwan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Medical University Hospital</institution>, <addr-line>Kaohsiung</addr-line>, <country>Taiwan</country></aff>
<aff id="aff5"><sup>5</sup><institution>Faculty of Medicine, College of Medicine, Kaohsiung Medical University</institution>, <addr-line>Kaohsiung</addr-line>, <country>Taiwan</country></aff>
<aff id="aff6"><sup>6</sup><institution>School of Post-Baccalaureate Medicine, College of Medicine, Kaohsiung Medical University</institution>, <addr-line>Kaohsiung</addr-line>, <country>Taiwan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Boon-Seng Wong, Singapore Institute of Technology, Singapore</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Eva Bagyinszky, Gachon University, Republic of Korea; Sandra Barral, Columbia University, United States; William Kirby Gottschalk, Duke University, United States; Xiang Wang, Shandong Provincial Hospital, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Yuan-Han Yang, <email>endlessyhy@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>15</volume>
<elocation-id>1246592</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Huang, Lee, Chien, Chang, Li and Yang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Huang, Lee, Chien, Chang, Li and Yang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>The <italic>Apolipoprotein E</italic> (<italic>APOE</italic>) epsilon (&#x03B5;) 4 allele is a well-established risk factor for late-onset Alzheimer&#x2019;s disease (AD). Reports on white ancestry populations have showed that age, sex, and ethnicity have different effects on the association between APOE genotype and AD. However, studies on Asian populations such as Taiwan Chinese populations are limited. This study aimed to evaluate the association between <italic>APOE</italic> genotype and AD in a Taiwan Chinese population, and to explore if the association varies by age and sex.</p>
</sec>
<sec>
<title>Methods</title>
<p>We conducted a case-control study in 725 patients with AD and 1,067 age- and sex- matched controls without dementia from a Taiwan Chinese population. Logistic regression models were used to test the association between AD and <italic>APOE</italic> genotypes. Secondary analyses considered age (&#x003C;75 or &#x2265;75 years old), and sex stratified models.</p>
</sec>
<sec>
<title>Results</title>
<p>The risk of AD was significantly increased for people with at least one copy of <italic>APOE</italic> &#x03B5;4 (OR = 2.52, 95% CI = 2.01&#x2013;3.17, <italic>p</italic> &#x003C; 0.001) and in a dose-dependent manner. Our results did not show an statistically significance different in AD risk when women and men carrying APOE&#x03B5;4 were compared. Despite not reaching statistical significance, the risk of <italic>APOE</italic> &#x03B5;4 for AD was higher among younger participants (OR = 3.21, 95% CI = 2.26&#x2013;4.56, <italic>p</italic> &#x003C; 0.001) compared to older ones (OR = 2.13, 95% CI = 1.53&#x2013;2.97, <italic>p</italic> &#x003C; 0.001). When considering both sex and age, the risk of AD was higher among older men carrying <italic>APOE</italic> &#x03B5;4 (OR = 2.64, 95% CI = 1.51&#x2013;4.60 in men; OR = 1.90, 95% CI = 1.26&#x2013;2.86 in women), while women carrying <italic>APOE</italic> &#x03B5;4 appeared to have an increased risk at a younger age (OR = 3.29, 95% CI = 2.20&#x2013;4.93 in women; OR = 2.91, 95% CI = 1.40&#x2013;6.05 in men).</p>
</sec>
<sec>
<title>Discussion</title>
<p>The <italic>APOE</italic> &#x03B5;4 allele represents a major risk factor for AD in the Taiwanese population. The effect of <italic>APOE</italic> &#x03B5;4 allele on AD risk appeared to be stronger among men aged 75 years or more and among younger women.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd><italic>apolipoprotein</italic> E gene</kwd>
<kwd>genetic association</kwd>
<kwd>sex and age stratified analyses</kwd>
<kwd>Taiwan Chinese population</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="39"/>
<page-count count="7"/>
<word-count count="5627"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Alzheimer&#x2019;s Disease and Related Dementias</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Alzheimer&#x2019;s disease (AD) is the leading cause of dementia in elderly individuals (<xref ref-type="bibr" rid="B2">Alzheimers Dement, 2020</xref>). Polymorphism in the <italic>apolipoprotein E</italic> (<italic>APOE</italic>) gene is a major risk determinant of late-onset AD (<xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>; <xref ref-type="bibr" rid="B20">Liu et al., 2013</xref>). Of the three major <italic>APOE</italic> allelic variants, epsilon (&#x03B5;) 2, &#x03B5;3 and &#x03B5;4, <italic>APOE</italic> &#x03B5;4 is associated with an increased risk, while <italic>APOE</italic> &#x03B5;2 has been reported as having a protective effect over the risk of AD (<xref ref-type="bibr" rid="B31">Saunders et al., 1993</xref>; <xref ref-type="bibr" rid="B6">Corder et al., 1994</xref>; <xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>; <xref ref-type="bibr" rid="B20">Liu et al., 2013</xref>). Having a single <italic>APOE</italic> &#x03B5;4 allele increases the risk of AD onset 2&#x2013;4 fold and having two <italic>APOE</italic> &#x03B5;4 alleles increases the risk about 8&#x2013;12 fold (<xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>). Increasing evidence suggests that the effect of <italic>APOE</italic> &#x03B5;4 on AD risk is exerted through inhibition of amyloid-&#x03B2; (A&#x03B2;) clearance and promotion of A&#x03B2; aggregation (<xref ref-type="bibr" rid="B20">Liu et al., 2013</xref>; <xref ref-type="bibr" rid="B37">Yamazaki et al., 2019</xref>). <italic>APOE</italic> &#x03B5;4 also contributes to AD pathogenesis by impairing microglial responsiveness, lipid transport, synaptic integrity and plasticity, glucose metabolism, and cerebrovascular integrity and function (<xref ref-type="bibr" rid="B20">Liu et al., 2013</xref>; <xref ref-type="bibr" rid="B37">Yamazaki et al., 2019</xref>).</p>
<p>The risk conferred by <italic>APOE</italic> &#x03B5;4 varies by age and sex, and these differences in AD risk have important implications for treatment trials, diagnostics, and therapeutics (<xref ref-type="bibr" rid="B34">Ungar et al., 2014</xref>). <italic>APOE</italic> &#x03B5;4 exerts its maximal effect on AD risk by the early 70&#x2019;s, with a reduction in risk after age 85 in both sexes (<xref ref-type="bibr" rid="B16">Jarvik et al., 1995</xref>; <xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>). Evidence indicates that the <italic>APOE</italic> &#x03B5;4 risk for AD is greater in women than men (<xref ref-type="bibr" rid="B28">Payami et al., 1994</xref>; <xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>; <xref ref-type="bibr" rid="B1">Altmann et al., 2014</xref>; <xref ref-type="bibr" rid="B4">Buckley et al., 2018</xref>). Whereas <xref ref-type="bibr" rid="B26">Neu et al. (2017)</xref> found that men and women with the <italic>APOE</italic> &#x03B5;4 genotype did not show a difference in AD risk across the age span of 55&#x2013;85 years, but women had an increased risk between the ages of 65 and 75 (<xref ref-type="bibr" rid="B26">Neu et al., 2017</xref>).</p>
<p>The effect of ethnic background on the <italic>APOE</italic> association with AD risk has long been known, with African American and Hispanic <italic>APOE</italic> &#x03B5;4 carriers having a lower risk than Caucasian <italic>APOE</italic> &#x03B5;4 carriers, and Japanese carriers having the highest odd ratios (ORs) (<xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>; <xref ref-type="bibr" rid="B33">Tang et al., 1998</xref>). China has the largest population of patients with dementia in the world (<xref ref-type="bibr" rid="B17">Jia et al., 2020</xref>). The associations between <italic>APOE</italic> genotype and AD risk in the Chinese population were reported (<xref ref-type="bibr" rid="B22">Liu et al., 2014</xref>; <xref ref-type="bibr" rid="B36">Wu et al., 2015</xref>; <xref ref-type="bibr" rid="B5">Chen et al., 2022</xref>), however, the effect of age and sex on <italic>APOE</italic> &#x03B5;4 risk in Chinese population is still unknown. In addition, data on this in the Taiwan Chinese population remains limited due to small sample sizes in previous studies (<xref ref-type="bibr" rid="B13">Hong et al., 1996</xref>; <xref ref-type="bibr" rid="B21">Liu et al., 1999</xref>; <xref ref-type="bibr" rid="B14">Hu et al., 2000</xref>; <xref ref-type="bibr" rid="B15">Huang et al., 2002</xref>; <xref ref-type="bibr" rid="B19">Lai et al., 2003</xref>). Therefore, we conducted the current study to evaluate the association between <italic>APOE</italic> genotype and AD in a Taiwan Chinese population, and to explore if the association varies by age and sex.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Subjects</title>
<p>The current study was part of a project by the Taiwan Precision Medicine Initiative (TPMI). The TPMI is a partnership between Academia Sinica and top medical centers in Taiwan to bring genetic information into clinical practice. It is utilizing big data analysis of the genetic and clinical information of a large cohort to accurately predict personal risk for common diseases, and TPMI aims to promote early disease screening, tailored medical treatment, and prevention in Taiwan. This is a case-control study and we recruited subjects at the outpatient departments of Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Municipal Hsiao-Kang Hospital and Kaohsiung Medical University Hospital. The enrollment period was from November 2019 to December 2021. A total of 725 clinically diagnosed AD patients were recruited. The diagnosis of AD was based on the National Institute of Neurological and Communicative Disorders and Stroke-Alzheimer&#x2019;s Disease and Related Disorders Association criteria (<xref ref-type="bibr" rid="B23">McKhann et al., 1984</xref>). One thousand five hundred thirty-seven non-demented participants who visited the outpatient departments for subjective memory complaints other medical purposes were also recruited. After being age- and sex-matched with the AD group, 1,067 participants were assigned as the control group. All subjects in the control group were screened by an instrument of ascertainment of dementia 8 (AD8) (<xref ref-type="bibr" rid="B38">Yang et al., 2011</xref>) and had a score of &#x003C;2 to exclude individuals with early stage dementia, or they were determined to have a Clinical Dementia Rating<sup>&#x00AE;</sup> (<xref ref-type="bibr" rid="B25">Morris, 1993</xref>) score of zero as conducted by an experienced physician. All subjects enrolled in this study were Taiwanese. Subjects were examined for mutations of the amyloid precursor protein gene, presenilin-1 gene and presenilin-2 gene to exclude familial AD (<xref ref-type="bibr" rid="B8">Cruts et al., 1998</xref>). The participants and their relatives were informed of the details of the study. The Kaohsiung Medical University Hospital Institutional Review Board [KMUHIRB-SV(II)-20190059, KMUHIRB-SV(II)-20200034, KMUHIRB-E(II)-20220263 and KMUHIRB-SV(I)-20230025] approved the study protocol and the participants provided written informed consent prior to their inclusion.</p>
</sec>
<sec id="S2.SS2">
<title><italic>APOE</italic> genotype</title>
<p>The blood DNA samples from all subjects participating in the TPMI project with Academia Sinica were genotyped using the Axiom Genome-Wide TWB 2.0 Array Plate (Thermo Fisher Scientific, Waltham, MA, USA) (<xref ref-type="bibr" rid="B35">Wei et al., 2021</xref>). The data for the two <italic>APOE</italic> Single-Nucleotide Polymorphisms (SNPs) (rs429358 and rs7412) were exported using Axiom Analysis Suite (Thermo Fisher Scientific) and PLINK software (<xref ref-type="bibr" rid="B29">Purcell et al., 2007</xref>). The data for the two SNPs from a total of 1,792 samples from the AD and control groups were validated by TaqMan<sup>&#x00AE;</sup> SNP Genotyping Assays (Thermo Fisher Scientific).</p>
</sec>
<sec id="S2.SS3">
<title>Statistical analysis</title>
<p>Data were presented as the mean &#x00B1; standard deviation or proportions. The &#x03C7;<sup>2</sup> test was used to compare categorical data (sex, <italic>APOE</italic> genotype and allele) and the <italic>t</italic>-test was used to compare continuous data (age) between AD and control groups. Due to the lower frequency of APOE &#x03B5;2/&#x03B5;2 and &#x03B5;4/&#x03B5;4 genotypes, we merged &#x03B5;2/&#x03B5;2 with the &#x03B5;2/&#x03B5;3 to form the &#x03B5;2 group, and &#x03B5;3/&#x03B5;4 with the &#x03B5;4/&#x03B5;4 to form the &#x03B5;4 group to test the effect of <italic>APOE</italic> genotype using the reference of &#x03B5;3/&#x03B5;3.</p>
<p>The association between AD and <italic>APOE</italic> was tested using logistic regression models, and age and/or sex were adjusted as appropriate. Secondary analyses considered age and sex stratified analyses. Age was dichotomized using 75 years of age as the threshold to define two different groups: younger (&#x003C;75 years old) and older (&#x2265;75 years old) participants. To compare the differences in ORs among different age groups and sex, we analyzed the interactions between <italic>APOE</italic> and age, and <italic>APOE</italic> and sex, respectively. All analyses were performed using SPSS 26.0 (SPSS Inc., Chicago, IL, USA). A two-tailed <italic>P</italic>-value of &#x003C;0.05 was considered to indicate a statistically significant difference.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Demographic features of the study participants</title>
<p><xref ref-type="table" rid="T1">Table 1</xref> presents the demographic characteristics and <italic>APOE</italic> genotype of the participants. A total of 1,792 participants were recruited: 725 AD cases and 1,067 cognitively healthy individuals. The proportion of women was slightly higher among the AD cases compared to cognitively healthy participants (68 versus 66%, respectively). The average age of all participants was 75 years. As expected, the frequency of APOE &#x03B5;4 was significantly higher among AD cases compared to cognitively healthy individuals (17.9 versus 8.2%, respectively).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Demographic characteristics of the study participants.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Characteristic</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">AD (N = 725)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Control (N = 1,067)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">P-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">75.1 &#x00B1; 7.6</td>
<td valign="top" align="center">74.6 &#x00B1; 5.9</td>
<td valign="top" align="center">0.113</td>
</tr>
<tr>
<td valign="top" align="left">Sex, women</td>
<td valign="top" align="center">490 (67.6)</td>
<td valign="top" align="center">706 (66.2)</td>
<td valign="top" align="center">0.531</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;1 copy of <italic>APOE</italic> &#x03B5;4</td>
<td valign="top" align="center">233 (32.1)</td>
<td valign="top" align="center">169 (15.8)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left"><italic>APOE</italic> genotype</td>
<td/>
<td/>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2/&#x03B5;2</td>
<td valign="top" align="center">1 (0.1)</td>
<td valign="top" align="center">6 (0.6)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2/&#x03B5;3</td>
<td valign="top" align="center">64 (8.8)</td>
<td valign="top" align="center">140 (13.1)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;3</td>
<td valign="top" align="center">427 (58.9)</td>
<td valign="top" align="center">752 (70.5)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;4</td>
<td valign="top" align="center">206 (28.4)</td>
<td valign="top" align="center">162 (15.2)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4/&#x03B5;4</td>
<td valign="top" align="center">27 (3.7)</td>
<td valign="top" align="center">7 (0.7)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color: #dcdcdc;"><bold>Allele</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2</td>
<td valign="top" align="center">66 (4.6)</td>
<td valign="top" align="center">152 (7.1)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3</td>
<td valign="top" align="center">1,124 (77.5)</td>
<td valign="top" align="center">1,806 (84.6)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4</td>
<td valign="top" align="center">260 (17.9)</td>
<td valign="top" align="center">176 (8.2)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Data are shown as the mean &#x00B1; SD for quantitative variables and n (%) for qualitative variables. Age of AD group: age at clinical onset; Age of control group: age at recruitment. <italic>p</italic> &#x003C; 0.05, statistically significant. AD, Alzheimer&#x2019;s disease; <italic>APOE</italic>, apolipoprotein E; &#x03B5;, epsilon.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS2">
<title>The association between Alzheimer&#x2019;s disease and <italic>APOE</italic> &#x03B5;4 allele and genotypes</title>
<p>As shown in <xref ref-type="table" rid="T2">Table 2</xref>, the risk of AD was significantly increased for carriers of at least one copy of <italic>APOE</italic> &#x03B5;4 allele (OR = 2.52, 95% CI = 2.01&#x2013;3.17). Homozygous individuals for the &#x03B5;4 allele had an increased risk of developing AD (OR = 7.46, 95% CI = 3.22&#x2013;17.30, <italic>p</italic> &#x003C; 0.001) when compared to heterozygous carriers (OR = 2.32, 95% CI = 1.84&#x2013;2.93, <italic>p</italic> &#x003C; 0.001). Our findings indicate that <italic>APOE</italic> &#x03B5;2 alleles confer a protective effect against the risk of AD, however, the results did not reach statistical significance. Using &#x03B5;3/&#x03B5;3 as the reference, the OR for <italic>APOE</italic> &#x03B5;2/&#x03B5;2 carriers is 0.26 (CI = 0.31&#x2013;2.19, <italic>p</italic> = 0.216), and for &#x03B5;2/&#x03B5;3 carriers, the OR is 0.81 (CI = 0.59&#x2013;1.12, <italic>p</italic> = 0.200).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>The association between Alzheimer&#x2019;s disease and APOE &#x03B5;4 allele and genotypes in Taiwanese participants.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Odds ratio (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">P-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x2265;1 copy of <italic>APOE</italic> &#x03B5;4 allele</td>
<td valign="top" align="center">2.52 (2.01&#x2013;3.17)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4 heterozygous</td>
<td valign="top" align="center">2.32 (1.84&#x2013;2.93)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4 homozygous</td>
<td valign="top" align="center">7.46 (3.22&#x2013;17.30)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color: #dcdcdc;"><bold><italic>APOE</italic> genotype</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;3</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2/&#x03B5;2</td>
<td valign="top" align="center">0.26 (0.31&#x2013;2.19)</td>
<td valign="top" align="center">0.216</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2/&#x03B5;3</td>
<td valign="top" align="center">0.81 (0.59&#x2013;1.12)</td>
<td valign="top" align="center">0.200</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;4</td>
<td valign="top" align="center">2.24 (1.76&#x2013;2.84)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4/&#x03B5;4</td>
<td valign="top" align="center">7.21 (3.11&#x2013;16.76)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Odds ratios adjusted by age and sex. <italic>P</italic> &#x003C; 0.05, statistically significant. <italic>APOE</italic>, apolipoprotein E; &#x03B5;, epsilon.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS3">
<title>Sex stratified association analyses</title>
<p><italic>Apolipoprotein E</italic> &#x03B5;4 carrier women (OR = 2.38, CI = 1.81&#x2013;3.14) and men (OR = 2.64, CI = 1.75&#x2013;3.98) did not show a significant difference in AD risk (<italic>APOE</italic>-sex interaction <italic>P</italic>-value = 0.46); however, <italic>APOE</italic> &#x03B5;4 homozygous women appear to have an increased risk compared with homozygous men, but the number of &#x03B5;4 homozygous cases is too small to demonstrate statistical differences between sexes (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>The sex stratified association between Alzheimer&#x2019;s disease and APOE &#x03B5;4 allele and genotypes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Women (N = 1,196)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Men (N = 596)</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Odds ratio (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Odds ratio (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x2265;1 copy of <italic>APOE</italic> &#x03B5;4</td>
<td valign="top" align="center">2.38 (1.81&#x2013;3.14)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">2.64 (1.75&#x2013;3.98)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4 heterozygous</td>
<td valign="top" align="center">2.11 (1.59&#x2013;2.81)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">2.55 (1.67&#x2013;3.88)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4 homozygous</td>
<td valign="top" align="center">9.19 (3.04&#x2013;24.84)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">4.73 (0.93&#x2013;24.06)</td>
<td valign="top" align="center">0.061</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold><italic>APOE</italic> genotype</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;3</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2/&#x03B5;2, &#x03B5;2/&#x03B5;3</td>
<td valign="top" align="center">0.92 (0.63&#x2013;1.35)</td>
<td valign="top" align="center">0.667</td>
<td valign="top" align="center">0.64 (0.36&#x2013;1.13)</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;4, &#x03B5;4/&#x03B5;4</td>
<td valign="top" align="center">2.35 (1.77&#x2013;3.12)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">2.48 (1.63&#x2013;3.76)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>APOE</italic>-sex interaction <italic>P</italic>-value = 0.460. Odds ratios adjusted by age. <italic>P</italic> &#x003C; 0.05, statistically significant. <italic>APOE</italic>, apolipoprotein E; &#x03B5;, epsilon.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS4">
<title>Age stratified association analyses</title>
<p>The study participants were categorized into two different age groups using 75 years of age as the cutoff. As shown in <xref ref-type="table" rid="T4">Table 4</xref>, the risk of AD was increased among those carrying at least one copy of the <italic>APOE</italic> &#x03B5;4 allele in both groups (OR = 2.23, 95% CI = 1.61&#x2013;3.09 in the older group, OR = 3.33, 95% CI = 2.36&#x2013;4.69 in the younger group). Despite not reaching statistical significance (<italic>APOE</italic>-age interaction <italic>P</italic>-value = 0.265), the <italic>APOE</italic> &#x03B5;4 effect seems more evident at a younger age.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>The age stratified association between Alzheimer&#x2019;s disease and APOE &#x03B5;4 allele and genotypes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">&#x2265;75 years (N = 922)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">&#x003C;75 years (N = 870)</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Odds ratio (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Odds ratio (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x2265;1 copy of <italic>APOE</italic> &#x03B5;4</td>
<td valign="top" align="center">2.23 (1.61&#x2013;3.09)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3.33 (2.36&#x2013;4.69)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4 heterozygous</td>
<td valign="top" align="center">2.11 (1.52&#x2013;2.95)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">2.94 (2.06&#x2013;4.21)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;4 homozygous</td>
<td valign="top" align="center">7.10 (1.46&#x2013;34.50)</td>
<td valign="top" align="center">0.015</td>
<td valign="top" align="center">9.35 (3.34&#x2013;26.18)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5" style="background-color: #dcdcdc;"><bold><italic>APOE</italic> genotype</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;3</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2/&#x03B5;2, &#x03B5;2/&#x03B5;3</td>
<td valign="top" align="center">0.74 (0.47&#x2013;1.14)</td>
<td valign="top" align="center">0.172</td>
<td valign="top" align="center">0.80 (0.49&#x2013;1.29)</td>
<td valign="top" align="center">0.360</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;4, &#x03B5;4/&#x03B5;4</td>
<td valign="top" align="center">2.13 (1.53&#x2013;2.97)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3.21 (2.26&#x2013;4.56)</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>APOE</italic>-age interaction <italic>P</italic>-value = 0.265. Odds ratios adjusted by age and sex. P &#x003C; 0.05, statistically significant. <italic>APOE</italic>, apolipoprotein E; &#x03B5;, &#x00E9;psilon.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS5">
<title>Sex and age stratified association analyses</title>
<p>Stratifying by sex and age (<xref ref-type="table" rid="T5">Table 5</xref>), our results showed that in older age groups, <italic>APOE</italic> &#x03B5;4 men carriers had a higher AD risk than women (OR = 2.64, 95% CI = 1.51&#x2013;4.60 in men; OR = 1.90, 95% CI = 1.26&#x2013;2.86 in women). Conversely, women carrying <italic>APOE</italic>&#x03B5;4 had an increased risk at a younger age compared to men (OR = 3.29, 95% CI = 2.20&#x2013;4.93 in women; OR = 2.91, 95% CI = 1.40&#x2013;6.05 in men).</p>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>The age and sex stratified association between Alzheimer&#x2019;s disease and APOE &#x03B5;4 allele and genotypes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;">&#x2265;75 years</td>
<td valign="top" align="center" colspan="4" style="color:#ffffff;background-color: #7f8080;">&#x003C;75 years</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Women (<italic>N</italic> = 557)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Men (<italic>N</italic> = 365)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Women (<italic>N</italic> = 639)</td>
<td valign="top" align="center" colspan="2" style="color:#ffffff;background-color: #7f8080;">Men (<italic>N</italic> = 231)</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">OR (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">OR (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">OR (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">OR (95% CI)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x2265;1 copy of <italic>APOE</italic> &#x03B5;4</td>
<td valign="top" align="center">1.97 (1.32&#x2013;2.95)</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">2.76 (1.60&#x2013;4.78)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3.29 (2.22&#x2013;4.88)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3.25 (1.59&#x2013;6.67)</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left" colspan="9" style="background-color: #dcdcdc;"><bold><italic>APOE</italic> genotype</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;3</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
<td valign="top" align="center">1.00 (Reference)</td>
<td valign="top" align="center">.</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;2/&#x03B5;2, &#x03B5;2/&#x03B5;3</td>
<td valign="top" align="center">0.77 (0.44&#x2013;1.34)</td>
<td valign="top" align="center">0.767</td>
<td valign="top" align="center">0.70 (0.33&#x2013;1.48)</td>
<td valign="top" align="center">0.351</td>
<td valign="top" align="center">1.01 (0.58&#x2013;1.75)</td>
<td valign="top" align="center">0.940</td>
<td valign="top" align="center">0.49 (0.17&#x2013;1.40)</td>
<td valign="top" align="center">0.184</td>
</tr>
<tr>
<td valign="top" align="left">&#x03B5;3/&#x03B5;4, &#x03B5;4/&#x03B5;4</td>
<td valign="top" align="center">1.90 (1.26&#x2013;2.86)</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">2.64 (1.51&#x2013;4.60)</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">3.29 (2.20&#x2013;4.93)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">2.91 (1.40&#x2013;6.05)</td>
<td valign="top" align="center">0.004</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>APOE</italic>-age-sex interaction <italic>P</italic>-value = 0.679. <italic>P</italic> &#x003C; 0.05, statistically significant. <italic>APOE</italic>, apolipoprotein E; &#x03B5;, epsilon.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>We have demonstrated that the APOE &#x03B5;4 allele represents a major risk factor for AD in the Taiwanese Chinese population, although its effect is weaker when compared to Caucasian populations. Although the difference did not reach a level of statistical significance, the risk appears to be higher in younger age groups. <italic>APOE</italic> &#x03B5;4 carrier women and men did not show a significant difference in AD risk but <italic>APOE</italic> &#x03B5;4 carrier men appear to have a higher risk at older age, while <italic>APOE</italic> &#x03B5;4 carrier women had an increased risk at a younger age. While the impact of age and sex on the association between <italic>APOE</italic> genotype and AD is well-established in Caucasians, to the best of our knowledge, this is the first study in the Taiwan Chinese population.</p>
<p><italic>Apolipoprotein E</italic> &#x03B5;4 allele frequency in AD patients and the related risk for AD are different in people of different ethnicities. A previous study showed that <italic>APOE</italic> &#x03B5;4 allele frequency in AD patients was highest in Caucasian (36.7%) followed by African American (32.2%), Japanese (27.8%) and Hispanic (19.2%) individuals (<xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>). Although <italic>APOE</italic> &#x03B5;4 is considered the most important risk factor for AD, the <italic>APOE</italic> &#x03B5;4 allele frequency in AD patients is lower in Taiwanese (17.9%) which was in line with previous studies (<xref ref-type="bibr" rid="B21">Liu et al., 1999</xref>; <xref ref-type="bibr" rid="B15">Huang et al., 2002</xref>). According to the study conducted by <xref ref-type="bibr" rid="B12">Farrer et al. (1997)</xref>, the association between <italic>APOE</italic> &#x03B5;4 and AD in Japanese people (&#x03B5;3/&#x03B5;4: OR 5.6, 95% CI = 3.9&#x2013;8.0, &#x03B5;4/&#x03B5;4: OR 33.1, 95% CI = 13.6&#x2013;80.5 relative to &#x03B5;3/&#x03B5;3) was higher than in Caucasian people (&#x03B5;3/&#x03B5;4: OR 2.7, 95% CI = 2.2&#x2013;3.2, &#x03B5;4/&#x03B5;4: OR 12.5, 95% CI = 8.8&#x2013;17.7), while the association was lower among African Americans (&#x03B5;3/&#x03B5;4: OR 1.1, 95% CI = 0.7&#x2013;1.8, &#x03B5;4/&#x03B5;4: OR 5.7, 95% CI = 2.3&#x2013;14.1) and Hispanics (&#x03B5;3/&#x03B5;4: OR 2.2, 95% CI = 1.3&#x2013;3.4, &#x03B5;4/&#x03B5;4: OR 2.2, 95% CI = 0.7&#x2013;6.7) (<xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>). Our study reports the <italic>APOE</italic> &#x03B5;4 related risk for AD in a Taiwan Chinese population (&#x03B5;3/&#x03B5;4: OR 2.24, 95% CI = 1.76&#x2013;2.84, &#x03B5;4/&#x03B5;4: OR 7.21, 95% CI = 3.11&#x2013;16.76). When including our findings, the risk of having AD in <italic>APOE</italic> &#x03B5;4 carriers was highest in Japanese, followed by Caucasian, Taiwan Chinese, African Americans and Hispanics. The comparison of <italic>APOE</italic> &#x03B5;4 allele frequency in AD patients and the related risk for AD among different ethnicities is summarized in <xref ref-type="table" rid="T6">Table 6</xref>. This should be verified by more studies in the future.</p>
<table-wrap position="float" id="T6">
<label>TABLE 6</label>
<caption><p>The comparison of <italic>APOE</italic> &#x03B5;4 allele frequency in patients with Alzheimer&#x2019;s disease and the related risk for Alzheimer&#x2019;s disease among different ethnicities.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="left" colspan="3" style="color:#ffffff;background-color: #7f8080;"><italic>APOE</italic> allele frequency,% in patients with AD</td>
<td valign="top" align="left" colspan="2" style="color:#ffffff;background-color: #7f8080;">Odds ratio (95% confidence interval)<xref ref-type="table-fn" rid="t6fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Ethnic group</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">&#x03B5; 2</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">&#x03B5; 3</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">&#x03B5; 4</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">&#x03B5; 3/&#x03B5; 4</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">&#x03B5; 4/&#x03B5; 4</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Caucasian</td>
<td valign="top" align="center">3.9</td>
<td valign="top" align="center">59.4</td>
<td valign="top" align="center">36.7</td>
<td valign="top" align="center">2.7 (2.2&#x2013;3.2)</td>
<td valign="top" align="center">12.5 (8.8&#x2013;17.7)</td>
</tr>
<tr>
<td valign="top" align="left">African American</td>
<td valign="top" align="center">7.7</td>
<td valign="top" align="center">59.1</td>
<td valign="top" align="center">32.2</td>
<td valign="top" align="center">1.1 (0.7&#x2013;1.8)</td>
<td valign="top" align="center">5.7 (2.3&#x2013;14.1)</td>
</tr>
<tr>
<td valign="top" align="left">Hispanic</td>
<td valign="top" align="center">6.3</td>
<td valign="top" align="center">74.5</td>
<td valign="top" align="center">19.2</td>
<td valign="top" align="center">2.2 (1.3&#x2013;3.4)</td>
<td valign="top" align="center">2.2 (0.7&#x2013;6.7)</td>
</tr>
<tr>
<td valign="top" align="left">Japanese</td>
<td valign="top" align="center">2.7</td>
<td valign="top" align="center">69.5</td>
<td valign="top" align="center">27.8</td>
<td valign="top" align="center">5.6 (3.9&#x2013;8.0)</td>
<td valign="top" align="center">33.1 (13.6&#x2013;80.5)</td>
</tr>
<tr>
<td valign="top" align="left">Taiwan Chinese</td>
<td valign="top" align="center">4.6</td>
<td valign="top" align="center">77.5</td>
<td valign="top" align="center">17.9</td>
<td valign="top" align="center">2.2 (1.8&#x2013;2.8)</td>
<td valign="top" align="center">7.2 (3.1&#x2013;16.8)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t6fns1"><p>&#x002A;<italic>APOE</italic> &#x03B5;3/&#x03B5;3 as reference. The data on the Caucasian, African American, Hispanic, and Japanese ethnicities are referenced from <xref ref-type="bibr" rid="B12">Farrer et al. (1997)</xref>. AD, Alzheimer&#x2019;s disease; <italic>APOE</italic>, apolipoprotein E; &#x03B5;, epsilon.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Unlike previous studies (<xref ref-type="bibr" rid="B28">Payami et al., 1994</xref>; <xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>; <xref ref-type="bibr" rid="B1">Altmann et al., 2014</xref>), <italic>APOE</italic> &#x03B5;4 carrier women and men did not show a significant difference in AD risk. This finding is consistent with a previous study that men and women with one copy of <italic>APOE</italic> &#x03B5;4 have nearly the same odds of developing AD across the age span of 55&#x2013;85 years (<xref ref-type="bibr" rid="B26">Neu et al., 2017</xref>). <italic>APOE</italic>&#x03B5;4 homozygous women appear to have a increased risk compared to homozygous men, which aligns with the study conducted by <xref ref-type="bibr" rid="B12">Farrer et al. (1997)</xref>. Their study showed that the OR for APOE &#x03B5;4/&#x03B5;4 leaps to 10 and above for men and women, but even among the homozygotes there appears to be a slightly greater effect in women (<xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>). However, it is important to interpret the result cautiously due to the limited number of <italic>APOE</italic> &#x03B5;4 homozygotes in our study participants.</p>
<p>Our observation of a stronger effect of <italic>APOE</italic> &#x03B5;4 in individuals under the age of 75 is consistent with previous reports that <italic>APOE</italic> &#x03B5;4 exerts its maximal effect on AD risk by the early 70&#x2019;s, with a reduction in risk after the age of 85 (<xref ref-type="bibr" rid="B16">Jarvik et al., 1995</xref>; <xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>). This finding is in line with epidemiological evidence that <italic>APOE</italic> &#x03B5;4 is not only associated with an increased risk of the development of AD but also a lower age of onset (<xref ref-type="bibr" rid="B7">Corder et al., 1993</xref>; <xref ref-type="bibr" rid="B30">Rebeck et al., 1993</xref>; <xref ref-type="bibr" rid="B12">Farrer et al., 1997</xref>; <xref ref-type="bibr" rid="B20">Liu et al., 2013</xref>). The mean age of clinical onset is 68 years in &#x03B5;4 homozygotes, 76 years in &#x03B5;4 heterozygotes, and 84 years in &#x03B5;4 non-carriers, indicating that <italic>APOE</italic> &#x03B5;4 dramatically increases the risk of AD development with an earlier age of onset in a gene dose-dependent manner (<xref ref-type="bibr" rid="B7">Corder et al., 1993</xref>; <xref ref-type="bibr" rid="B30">Rebeck et al., 1993</xref>).</p>
<p>In our study, <italic>APOE</italic> &#x03B5;4 carrier men showed a non-significant higher risk after the age of 75, whereas <italic>APOE</italic> &#x03B5;4 carrier women exhibited an increase in risk before the age of 75. The increased risk of AD in women before the age of 75 years may be associated with the events that occur 15&#x2013;20 years earlier, possibly coinciding with the period of menopause (<xref ref-type="bibr" rid="B10">Dubal and Rogine, 2017</xref>), which on average begins at 51 years of age, and during which physiological changes and estrogen loss occurs (<xref ref-type="bibr" rid="B24">McKinlay et al., 1992</xref>). A possible explanation for the higher AD risk in <italic>APOE</italic> &#x03B5;4 carrier men at an older age is that the age-adjusted period of prevalence for cardiovascular disease (CVD) related to <italic>APOE</italic> genotype is higher in men than in women (18.6% in the &#x03B5;4 group for men and 9.9% for &#x03B5;4 women) (<xref ref-type="bibr" rid="B18">Lahoz et al., 2001</xref>). The prevalence of CVD has also been shown to increase with age (<xref ref-type="bibr" rid="B39">Yazdanyar and Newman, 2009</xref>; <xref ref-type="bibr" rid="B27">North and Sinclair, 2012</xref>), and individuals with CVD are at a higher risk for AD especially if they carry the <italic>APOE</italic>4 allele (<xref ref-type="bibr" rid="B32">Stampfer, 2006</xref>; <xref ref-type="bibr" rid="B11">Eriksson et al., 2010</xref>; <xref ref-type="bibr" rid="B9">de Bruijn and Ikram, 2014</xref>). Therefore, older men with <italic>APOE</italic> &#x03B5;4 may have a higher risk of AD. This hypothesis needs further validation. It is also important to carefully exclude cognitive impairments caused by stroke or cerebrovascular diseases, as the comorbidity of CVD and AD is high in the elderly.</p>
<p>There were some limitations to the current study. First, we did not adjust for known AD risk factors, such as the number of years of education, family history of AD and vascular risk factors (<xref ref-type="bibr" rid="B3">Barnes and Yaffe, 2011</xref>), as they are all known risk factors for developing AD, in addition to <italic>APOE</italic> &#x03B5;4. Second, no participants with <italic>APOE</italic> &#x03B5;2/&#x03B5;4 genotyping were recruited in our study. Therefore, whether the protective effect of the &#x03B5;2 allele overcomes the risk brought on by the &#x03B5;4 allele is unknown. Third, these findings are based on a population from hospital outpatient clinics and may not be generalized to the general population. Fourth, we did not report the prevalence of CVD in the recruited subjects; future studies with information on the prevalence of CVD are warranted to better understand the association between <italic>APOE</italic> genotype, CVD, dementia and AD, especially in older men. Even so, our findings warrant further investigation as it is likely a complex set of risk factors associated with AD development, and consideration should be given to age and sex-specific treatments for cognitive decline and AD. For example, if women are at an increased risk of AD at a younger age, it is plausible that treatments for women, especially those who carry an <italic>APOE</italic> &#x03B5;4 allele, may need to be initiated earlier. Additionally, it is important to vigorously control modifiable cardiovascular risk factors, particularly in men who are <italic>APOE</italic> &#x03B5;4 carriers, due to their higher risks of AD and CVD at an older age.</p>
<p>In conclusion, we reported the association between <italic>APOE</italic> genotype and AD in a Taiwan Chinese population. At older age (&#x2265;75 years), <italic>APOE</italic> &#x03B5;4 carrier men have a higher risk of AD, while <italic>APOE</italic> &#x03B5;4 carrier women have an increased risk at a younger age. This is important to consider for individual patients in terms of diagnostics, treatment, and genetic counseling.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Kaohsiung Medical University Hospital Institutional Review Board [KMUHIRB-SV(II)-20190059, KMUHIRB-SV(II)-20200034, KMUHIRB-E(II)-20220263, and KMUHIRB-SV(I)-20230025]. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>L-CH and Y-HY contributed to the study conception and design. M-YL, C-FC, Y-PC, K-YL, and Y-HY contributed to the acquisition of data. L-CH, C-FC, Y-PC, and Y-HY analyzed and interpreted the data. L-CH and Y-HY conducted the statistical analyses and involved in writing the initial draft of the manuscript. All authors reviewed and revised the manuscript and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the Ministry of Science and Technology (MOST109-2321-B-037-001, MOST110-2321-B-037-003, and MOST111-2321-B-037-003), Kaohsiung Medical University Research Center (KMU-TC111B02), and the Department of Neurology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan.</p>
</sec>
<ack><p>The authors thank the Division of Medical Statistics and Bioinformatics and the Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung Medical University for their help.</p>
</ack>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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