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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.2025.1600798</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging Neuroscience</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Beyond traditional proxies: the contribution of leisure to cognitive reserve and dementia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ottaviani</surname>
<given-names>Silvia</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tagliafico</surname>
<given-names>Luca</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1422816/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Peruzzo</surname>
<given-names>Stefania</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Ponzano</surname>
<given-names>Marta</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1247035/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Signori</surname>
<given-names>Alessio</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Nencioni</surname>
<given-names>Alessio</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Monacelli</surname>
<given-names>Fiammetta</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/966316/overview"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Section of Geriatrics, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa</institution>, <addr-line>Genoa</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>IRCCS Ospedale Policlinico San Martino</institution>, <addr-line>Genoa</addr-line>, <country>Italy</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Health Sciences - Section of Biostatistics, University of Genoa</institution>, <addr-line>Genoa</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/44248/overview">Thalia Fernandez</ext-link>, National Autonomous University of Mexico, Mexico</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1933699/overview">Cecilia Boccalini</ext-link>, University of Geneva, Switzerland</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2210102/overview">Yiru Yang</ext-link>, Shandong University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Silvia Ottaviani, <email>silvia.ottaviani96@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>17</volume>
<elocation-id>1600798</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Ottaviani, Tagliafico, Peruzzo, Ponzano, Signori, Nencioni and Monacelli.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ottaviani, Tagliafico, Peruzzo, Ponzano, Signori, Nencioni and Monacelli</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 id="sec1">
<title>Introduction</title>
<p>Cognitive reserve (CR) is a multidimensional construct based on lifelong engagement in cognitively stimulating domains, including education, occupation and leisure activities, that plays a crucial role in mitigating the presentation of dementia. To date, the contribution of each CR subdomain in the development of dementia is under-investigated. This study is aimed at assessing the association of CR subdomains with cognitive status, accounting for sex and age in an old-age population.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>317 older adults were recruited with a diagnosis of subjective cognitive impairment, mild cognitive impairment, and dementia due to Alzheimer&#x2019;s disease or mixed-type dementia. Cognitive Reserve Index questionnaire (CRIq) was used to assess CR. Patients were stratified based on sex and dementia staging (CDR). Significant variables from univariate analysis entered a multivariate ordinal regression model, using CDR as the dependent variable.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The results showed that the leisure activities subdomain was the main determinant of cognitive status (OR 0.90, 95%CI 0.82&#x2013;1.00, <italic>p</italic>&#x202F;=&#x202F;0.003); CR and sex did not show any interaction.</p>
</sec>
<sec id="sec4">
<title>Discussion</title>
<p>Unlike education and occupation, leisure activities may be considered a lifelong, dynamic contributor to CR. These findings highlight the importance of refining CR assessment, with particular attention to leisure activities as a potentially modifiable target for dementia prevention.</p>
</sec>
</abstract>
<kwd-group>
<kwd>gender medicine</kwd>
<kwd>leisure acitivites</kwd>
<kwd>cognitive resilience</kwd>
<kwd>CRI</kwd>
<kwd>sex difference</kwd>
<kwd>Alzheimer&#x2019;s disease</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="6"/>
<word-count count="4518"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurocognitive Aging and Behavior</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>Ageing involves significant changes in an individual&#x2019;s physiological reserve that may account for a decline in physical, social and cognitive function. In this context, dementia is a key relevant medical and social challenge, influenced by intrinsic and environmental-based factors and leading to highly individualized variation in disease clinical expression between individuals. So far, the implementation of preventative approaches, based on the systematic prevention of modifiable risk factors, is largely emphasized, accounting for 40% of preventable worldwide cases (<xref ref-type="bibr" rid="ref17">Livingston et al., 2024</xref>).</p>
<p>Namely, Cognitive Reserve (CR) is a cumulative construct shaped by lifelong engagement in cognitively stimulating activities, including education, work, and leisure activities (<xref ref-type="bibr" rid="ref33">Stern, 2009</xref>). CR can be defined as &#x201C;<italic>adaptability that helps explain the differential susceptibility of cognitive abilities or daily functioning to brain ageing&#x201D;</italic> (<xref ref-type="bibr" rid="ref35">Stern et al., 2020</xref>). The impact of CR on cognitive aging displays a threshold model (<xref ref-type="bibr" rid="ref18">L&#x00F6;vd&#x00E9;n et al., 2020</xref>), where higher educational and occupational attainment, as well as intellectual engagement, contribute to cognitive skills that persist into later life, delaying the onset of dementia symptoms (<xref ref-type="bibr" rid="ref32">Soldan et al., 2017</xref>; <xref ref-type="bibr" rid="ref13">Kato et al., 2022</xref>). This aligns with findings that individuals with higher CR can better tolerate neurodegenerative burden before exhibiting cognitive impairment or dementia (<xref ref-type="bibr" rid="ref38">Van Loenhoud et al., 2022</xref>; <xref ref-type="bibr" rid="ref34">Stern, 2012</xref>). Recent advancements in CR analysis, including EEG, eye tracking, and neuroimaging techniques, hold the promise to unveil neural mechanisms of resilience (<xref ref-type="bibr" rid="ref22">Menardi et al., 2018</xref>), providing a non-invasive real-time assessment of brain activity (<xref ref-type="bibr" rid="ref21">Medeiros et al., 2024</xref>), enhancing emotional recognition and the timely detection of cognitive impairment (<xref ref-type="bibr" rid="ref11">Jiang et al., 2019</xref>; <xref ref-type="bibr" rid="ref37">Tokushige et al., 2023</xref>).</p>
<p>Dementia is a leading cause of mortality in women in high-income countries with a faster and more severe clinical progression compared to men (<xref ref-type="bibr" rid="ref33">Stern, 2009</xref>; <xref ref-type="bibr" rid="ref35">Stern et al., 2020</xref>). Emerging evidence underscores that both biological and social determinants may shape sex differences in cognitive resilience and in the development of dementia (<xref ref-type="bibr" rid="ref6">Emrani and Sundermann, 2025</xref>). Understanding such differences may allow for addressing peculiarities in terms of pathophysiological biomarkers, disease progression, treatment response, and targeted lines of prevention.</p>
<p>Recently, Arenaza-Urquijo et al. suggested that women tend to experience a more rapid cognitive decline as dementia progresses, potentially due to faster rates of amyloid and tau accumulation (<xref ref-type="bibr" rid="ref3">Arenaza-Urquijo et al., 2024</xref>), as reported in prior studies, addressing the need for further investigation on the role of sex differences in modulating CR.</p>
<p>In the context of the operationalization of CR, there is no established gold standard (<xref ref-type="bibr" rid="ref12">Kartschmit et al., 2019</xref>; <xref ref-type="bibr" rid="ref24">Nogueira et al., 2022</xref>). While education is commonly used as a proxy, other indicators such as occupational attainment (<xref ref-type="bibr" rid="ref9">Hakiki et al., 2021</xref>), reading ability (<xref ref-type="bibr" rid="ref26">O'Shea et al., 2015</xref>), intelligence quotient (<xref ref-type="bibr" rid="ref1">Alty et al., 2023</xref>), and composite measures have also been proposed (<xref ref-type="bibr" rid="ref25">Nucci et al., 2012</xref>) to reflect the individual CR. The multidimensional Cognitive Reserve Index Questionnaire (CRIq) (<xref ref-type="bibr" rid="ref25">Nucci et al., 2012</xref>) has been developed to integrate three distinct CR subdomains&#x2014;education, occupational activity, and leisure time&#x2014;and has been cross-culturally validated in multiple languages and different populations, including older adults (<xref ref-type="bibr" rid="ref12">Kartschmit et al., 2019</xref>; <xref ref-type="bibr" rid="ref24">Nogueira et al., 2022</xref>; <xref ref-type="bibr" rid="ref27">Ottaviani et al., 2024</xref>).</p>
<p>To date, studies investigating sex differences applied to the construct of CR are suboptimal and, similarly, there are no in-depth analyses on which subdomain of the multidimensional construct of CR might play a key relevant role in predicting the risk of dementia (<xref ref-type="bibr" rid="ref30">Rouillard et al., 2017</xref>).</p>
<p>Drawing upon available scientific background, the present study is aimed at assessing the association of CR subdomains with cognitive status, while accounting for sex and age, in an old-age outpatient population.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<title>Materials and methods</title>
<p>This cross-sectional study included 317 consecutive patients attending the outpatient geriatric memory clinic of the IRCCS San Martino Polyclinic Hospital (Genoa, Italy), from September 2022 to March 2023. The study was conducted in accordance with the Declaration of Helsinki, and approved by the Institutional Review Board of the University of Genoa (protocol code 54, 2024-06-12).</p>
<p>Inclusion criteria were: age 65&#x202F;years and older, diagnosis of Subjective Cognitive Impairment [SCI (<xref ref-type="bibr" rid="ref10">Jessen et al., 2014</xref>)], Mild Cognitive Impairment [MCI (<xref ref-type="bibr" rid="ref2">American Psychiatric Association, 2013</xref>)] or dementia of Alzheimer&#x2019;s type, and mixed dementia, according to DSM-V diagnostic criteria (<xref ref-type="bibr" rid="ref2">American Psychiatric Association, 2013</xref>).</p>
<p>Exclusion criteria were: diagnosis of major psychiatric disorders or psychosis; diagnosis of dementia of other neurodegenerative types (e.g., dementia with Lewy bodies, vascular dementia); diagnosis of major depression (<xref ref-type="bibr" rid="ref2">American Psychiatric Association, 2013</xref>); diagnosis of incident delirium (<xref ref-type="bibr" rid="ref2">American Psychiatric Association, 2013</xref>).</p>
<p>Cognitive status was evaluated at baseline using the Mini-Mental State Examination [MMSE (<xref ref-type="bibr" rid="ref8">Frisoni et al., 1993</xref>)], and the Clinical Dementia Rating Scale [CDR (<xref ref-type="bibr" rid="ref23">Morris, 1993</xref>)] was used to stage dementia severity. CR was measured using CRIq (<xref ref-type="bibr" rid="ref25">Nucci et al., 2012</xref>). <xref ref-type="supplementary-material" rid="SM1">Supplementary material S1</xref> contains the full details of the CRIq.</p>
<p>Throughout this study, we will use the term &#x201C;<italic>sex</italic>,&#x201D; while acknowledging that many disease-related differences arise from a complex interplay of biological and sociocultural factors that are difficult to disentangle; it is crucial to recognize that this binary framework does not fully capture the complexity of sex and gender (<xref ref-type="bibr" rid="ref6">Emrani and Sundermann, 2025</xref>).</p>
<sec id="sec7">
<title>Statistical analysis</title>
<p>A descriptive analysis of patients&#x2019; clinical phenotype was conducted and the stratification based on sex and cognitive status was performed. Namely, based on CDR staging, patients who scored zero were categorized as cognitively intact; patients who scored 0.5, 1, 2, and 3, were staged as having MCI, mild stage dementia, moderate stage dementia and advanced stage dementia, respectively. The appropriate Mann&#x2013;Whitney test was applied.</p>
<p>All variables with <italic>p</italic>-value &#x003C;0.10 at the univariate analysis were selected to enter a multivariate ordinal regression model (<xref ref-type="bibr" rid="ref29">Ranganathan et al., 2017</xref>) with CDR score (categorized as follows: 0 vs. 0.5 vs. 1&#x2013;4) as the dependent variable. The independent variables included age, CRIq subitems, and disease duration, with sex added as an adjustment variable. To explore the relationship between sex and CR, all interaction terms between CRIq subitems and sex were also tested.</p>
<p>An additional sex-adjusted univariate and multivariate linear regression model using the MMSE score as the dependent variable, and a logistic regression model with binary CDR (0 vs. 0.5&#x2013;4) as the dependent variable were performed as part of the sensitivity analyses, as well as a non-sex-adjusted ordinal regression model.</p>
<p>All reported analyses were run by RStudio (Version 2022.07) and a two-sided <italic>&#x03B1;</italic> less than 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<title>Results</title>
<p>Patients had a mean age of 84&#x202F;years (IQR 7, range 67&#x2013;95), with a higher prevalence of females (67%)(<xref ref-type="table" rid="tab1">Table 1</xref>). The median MMSE score was 23.3, with no sex differences. Namely, 80 patients had a diagnosis of SCD (25.2%), 77 patients had a diagnosis of MCI (24.3%), and 160 patients received a diagnosis of dementia (50.5%). The median disease duration was 1.18&#x202F;years.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Patients&#x2019; clinical phenotype.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Total sample <italic>N</italic> =&#x202F;317</th>
<th align="center" valign="top"><italic>N</italic> (%), median (IQR)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Age</td>
<td align="center" valign="middle">84 (7)</td>
</tr>
<tr>
<td align="left" valign="middle">Females</td>
<td align="center" valign="middle">213 (67%)</td>
</tr>
<tr>
<td align="left" valign="middle">CDR</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">0</td>
<td align="center" valign="middle">80 (25%)</td>
</tr>
<tr>
<td align="left" valign="middle">0.5</td>
<td align="center" valign="middle">77 (24%)</td>
</tr>
<tr>
<td align="left" valign="middle">1&#x2013;4</td>
<td align="center" valign="middle">160 (51%)</td>
</tr>
<tr>
<td align="left" valign="middle">MMSE</td>
<td align="center" valign="middle">23.3 (8.3)</td>
</tr>
<tr>
<td align="left" valign="middle">Disease duration (years)</td>
<td align="center" valign="middle">1.18 (2.69)</td>
</tr>
<tr>
<td align="left" valign="middle">CRIq</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Total</td>
<td align="center" valign="middle">97 (27)</td>
</tr>
<tr>
<td align="left" valign="middle">Education</td>
<td align="center" valign="middle">100 (19)</td>
</tr>
<tr>
<td align="left" valign="middle">Occupation</td>
<td align="center" valign="middle">92 (29)</td>
</tr>
<tr>
<td align="left" valign="middle">Leisure</td>
<td>103 (35)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CDR, Clinical Dementia Rating scale; MMSE, Mini Mental State Examination; CRIq, Cognitive Reserve Index questionnaire.</p>
</table-wrap-foot>
</table-wrap>
<p>Women showed lower scores across all CRIq subdomains (education, work, leisure) (<xref ref-type="table" rid="tab2">Table 2</xref>), indicating a sex difference.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Patients&#x2019; clinical phenotype as for cognitive status (CDR 0 vs. 0.5&#x2013;4) and as for sex.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Variables</th>
<th align="center" valign="top">CDR&#x202F;=&#x202F;0 (median)</th>
<th align="center" valign="top">CDR&#x202F;=&#x202F;0.5&#x2013;4 (median)</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic> value</th>
<th align="center" valign="top">Female (median)</th>
<th align="center" valign="top">Male (median)</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic> value</th>
</tr>
<tr>
<th align="center" valign="top"><italic>N</italic> =&#x202F;80</th>
<th align="center" valign="top"><italic>N</italic> =&#x202F;237</th>
<th align="center" valign="top"><italic>N</italic> =&#x202F;213</th>
<th align="center" valign="top"><italic>N</italic> =&#x202F;104</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Age</td>
<td align="center" valign="middle">83</td>
<td align="center" valign="middle">83.4</td>
<td align="center" valign="middle">0.471</td>
<td align="center" valign="middle">83.2</td>
<td align="center" valign="middle">83.5</td>
<td align="center" valign="middle">0.51</td>
</tr>
<tr>
<td align="left" valign="middle">MMSE</td>
<td align="center" valign="middle">28</td>
<td align="center" valign="middle">21.4</td>
<td align="center" valign="middle">&#x003C;0.001</td>
<td align="center" valign="middle">23.2</td>
<td align="center" valign="middle">23.3</td>
<td align="center" valign="middle">0.747</td>
</tr>
<tr>
<td align="left" valign="middle">CRIq</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Total</td>
<td align="center" valign="middle">99</td>
<td align="center" valign="middle">96</td>
<td align="center" valign="middle">0.084</td>
<td align="center" valign="middle">94</td>
<td align="center" valign="middle">106</td>
<td align="center" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Education</td>
<td align="center" valign="middle">102</td>
<td align="center" valign="middle">99</td>
<td align="center" valign="middle">0.125</td>
<td align="center" valign="middle">98</td>
<td align="center" valign="middle">103</td>
<td align="center" valign="middle">0.036</td>
</tr>
<tr>
<td align="left" valign="middle">Occupation</td>
<td align="center" valign="middle">93.5</td>
<td align="center" valign="middle">92</td>
<td align="center" valign="middle">0.711</td>
<td align="center" valign="middle">84</td>
<td align="center" valign="middle">97</td>
<td align="center" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Leisure</td>
<td align="center" valign="middle">107</td>
<td align="center" valign="middle">101</td>
<td align="center" valign="middle">0.023</td>
<td align="center" valign="middle">98</td>
<td align="center" valign="middle">107</td>
<td align="center" valign="middle">0.019</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CDR: Clinical Dementia Rating scale; MMSE: Mini Mental State Examination; CRIq: Cognitive Reserve Index questionnaire.</p>
</table-wrap-foot>
</table-wrap>
<p>Based on CDR staging, patients with MCI or dementia (CDR score of 0.5 or higher) were more likely to exhibit lower CRIq leisure subdomain scores compared to cognitively intact individuals (CDR score of 0), suggesting a lower lifetime engagement in leisure activities.</p>
<p>After adjusting for age, disease duration, and sex, the ordinal regression model showed an association between the CRIq leisure score and cognitive status (OR = 0.90, 95%CI: 0.82&#x2013;1.00, <italic>p</italic>&#x202F;=&#x202F;0.003). No statistically significant interactions were found between sex and any of the CRIq domains (<xref ref-type="table" rid="tab3">Table 3</xref>). Results were consistent in a sensitivity analysis performed without adjusting for sex (<xref ref-type="supplementary-material" rid="SM1">Supplementary material S2</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Multivariate ordinal regression model with CDR score (0 vs. 0.5 vs. 1&#x2013;4) as the dependent variable, including interaction terms between sex and CR subdomains.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Variables</th>
<th align="center" valign="top" colspan="2">Univariate model</th>
<th align="center" valign="top" colspan="2">Multivariate model</th>
</tr>
<tr>
<th align="center" valign="top">OR (95% CI)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
<th align="center" valign="top">OR (95% CI)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">1.07 (1.03&#x2013;1.11)</td>
<td align="center" valign="top">0.011</td>
<td align="center" valign="top">1.05 (1.01&#x2013;1.10)</td>
<td align="center" valign="top">0.018</td>
</tr>
<tr>
<td align="left" valign="top">Sex (ref: female)</td>
<td align="center" valign="top">0.82 (0.52&#x2013;1.27)</td>
<td align="center" valign="top">0.371</td>
<td align="center" valign="top">0.64 (0.38&#x2013;1.07)</td>
<td align="center" valign="top">0.089</td>
</tr>
<tr>
<td align="left" valign="top">Disease duration (+ 1&#x202F;year)</td>
<td align="center" valign="top">1.21 (1.09&#x2013;1.36)</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">1.19 (1.06&#x2013;1.34)</td>
<td align="center" valign="top">0.003</td>
</tr>
<tr>
<td align="left" valign="top">CRIq education (+10&#x202F;pt)</td>
<td align="center" valign="top">0.90 (0.74&#x2013;1.00)</td>
<td align="center" valign="top">0.054</td>
<td align="center" valign="top">1.00 (0.98&#x2013;1.10)</td>
<td align="center" valign="top">0.997</td>
</tr>
<tr>
<td align="left" valign="top">CRIq occupation (+10&#x202F;pt)</td>
<td align="center" valign="top">0.90 (0.82&#x2013;1.00)</td>
<td align="center" valign="top">0.020</td>
<td align="center" valign="top">1.00 (0.90&#x2013;1.10)</td>
<td align="center" valign="top">0.371</td>
</tr>
<tr>
<td align="left" valign="top">CRIq leisure (+10&#x202F;pt)</td>
<td align="center" valign="top">0.82 (0.74&#x2013;0.91)</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">0.90 (0.82&#x2013;1.00)</td>
<td align="center" valign="top">0.003</td>
</tr>
<tr>
<td align="left" valign="top">Sex&#x002A;CRIq education</td>
<td align="center" valign="top">1.00 (0.97&#x2013;1.04)</td>
<td align="center" valign="top">0.810</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Sex&#x002A;CRIq occupation</td>
<td align="center" valign="top">1.01 (0.99&#x2013;1.04)</td>
<td align="center" valign="top">0.360</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Sex&#x002A;CRIq leisure</td>
<td align="center" valign="top">0.99 (0.97&#x2013;1.01)</td>
<td align="center" valign="top">0.438</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>CRIq, Cognitive Reserve Index questionnaire.</p>
</table-wrap-foot>
</table-wrap>
<p>The linear regression model (MMSE score as the dependent variable) supported the association of CRIq leisure and cognitive status (<italic>&#x03B2;</italic> = 0.08, 95%CI: 0.02&#x2013;0.14, <italic>p</italic>&#x202F;=&#x202F;0.006), as did the multivariate logistic regression model with the binarized CDR score as outcome (OR = 0.91, 95%CI: 0.82&#x2013;1.00, <italic>p</italic>&#x202F;=&#x202F;0.046) (see <xref ref-type="supplementary-material" rid="SM1">Supplementary materials S3 and S4</xref>, respectively).</p>
</sec>
<sec sec-type="discussion" id="sec9">
<title>Discussion</title>
<p>In the last decades, growing evidence has investigated the role of CR in older adults with different types of cognitive decline, mainly pertaining to education and occupation. However, to the best of our knowledge, this is among the few studies to investigate the role of CR subdomains in mediating the association with cognitive status in older adults. We sought to analyze differences in CR subdomains and their influence on cognitive status in a real-world cohort of older adults.</p>
<p>Based on our results, women exhibited lower overall CRIq scores, indicating a sex-related disadvantage in the accumulation of CR, supporting existing literature (<xref ref-type="bibr" rid="ref25">Nucci et al., 2012</xref>; <xref ref-type="bibr" rid="ref19">Maiovis et al., 2016</xref>; <xref ref-type="bibr" rid="ref31">Slavi&#x0107; et al., 2022</xref>). Such findings might be attributed to the fact that women have historically had fewer opportunities to build CR due to limited access to education and fewer opportunities for employment complexity (<xref ref-type="bibr" rid="ref36">Subramaniapillai et al., 2021</xref>). Previous research has shown that older women show relatively better cognitive performance in countries with more egalitarian gender-role attitudes, an effect that is partially mediated by differences in education and labor force participation (<xref ref-type="bibr" rid="ref4">Bonsang et al., 2017</xref>).</p>
<p>Our results also showed that leisure time is a crucial component of CR and it is associated with dementia staging, even after adjusting for age, disease duration and sex. In line with that, Del Ser et al. showed that leisure activities were significantly associated with cognitive function, accounting for more than 20% of the variance (<xref ref-type="bibr" rid="ref5">Del Ser et al., 2023</xref>). Similarly, Leung et al. found that higher leisure activity levels were associated with a lower risk of MCI (<xref ref-type="bibr" rid="ref16">Leung et al., 2024</xref>), and Verghese et al. underscored that leisure activities showed the main protective role on the risk of developing dementia compared to physical activity (<xref ref-type="bibr" rid="ref39">Verghese et al., 2003</xref>), although reverse causality was not excluded.</p>
<p>Notably, <xref ref-type="bibr" rid="ref28">Pa et al. (2022)</xref> demonstrated that leisure activities contributed to the maintenance of cognitive processing speed in both men and women, while the contribution of CR to sustaining memory may be subject to sex-specific differences.</p>
<p>It could be hypothesized that, unlike education and occupation, which may be considered static constructs, as they are typically established earlier in life and are no longer modifiable in old age, leisure activities could be promoted throughout life, offering a dynamic enhancement of CR and cumulating until late life. Moreover, leisure time includes several activities and also takes into account years of practice. Social engagement and social participation&#x2014;such as maintaining interpersonal relationships, participating in community activities, and engaging in group-based learning or recreational programs&#x2014;may offer a dual benefit in shaping CR. On one hand, it promotes cognitive functioning by stimulating communication, problem-solving, and cognitive flexibility (<xref ref-type="bibr" rid="ref7">Evans et al., 2019</xref>; <xref ref-type="bibr" rid="ref14">Krueger et al., 2009</xref>). On the other hand, it mitigates loneliness and social vulnerability, ascertained risk factors for dementia.</p>
<p>No significant interaction was found between CR and sex, suggesting that sex does not intervene to mediate the relationship between CR and cognitive status. In other words, once CR is accumulated, its protective effects on cognitive status appear to be similar for both sexes. This could imply that, despite differences in CRIq scores, men and women benefit from CR in comparable ways; what makes a difference is the accumulation of such baggage, which appears strongly genderized. Alternatively, the lack of interaction may be the result of limited statistical power or unmeasured factors (e.g., social support, genetic predisposition) that warrant further investigation.</p>
<p>Limitations include the monocentric setting and the cross-sectional nature of the study design, which may reduce the generalizability of the findings.</p>
<p>Strengths include the analysis of the CR construct in a real-world old-age population using a validated CR multidimensional instrument such as the CRIq.</p>
<p>Longitudinal studies are warranted to investigate interaction or causation terms and to integrate biomarkers from neuroimaging, plasma/cerebrospinal fluid, and functional imaging, as well as APOE4 status, to refine our understanding of the biological basis of CR. For instance, recent advances in neuroimaging have underscored the value of multimodal approaches in exploring the neural basis of CR. Mart&#x00ED;nez et al. demonstrated through magnetoencephalography that individuals with higher CR exhibited more efficient functional network configurations during memory tasks, requiring fewer and more optimally distributed connections (<xref ref-type="bibr" rid="ref20">Mart&#x00ED;nez et al., 2018</xref>). Other studies have identified specific brain network features related to CR using PET and fMRI (<xref ref-type="bibr" rid="ref15">Lee et al., 2019</xref>), while dynamic network models based on spatio-temporal graph theory offer promising tools for detecting topological biomarkers of CR (<xref ref-type="bibr" rid="ref40">Zhu et al., 2024</xref>).</p>
<p>Moreover, since CRIq categorizes activities based on their frequency (daily, monthly, yearly) rather than their nature (e.g., intellectual, social, or physical), more structured analysis may help establish whether particular types of activity, such as social leisure, contribute in a different manner to CR.</p>
<p>In conclusion, this study may be a platform for developing future research aimed at integrating biological, clinical, and socio-cultural factors to provide a more comprehensive understanding of CR and its role in shaping cognitive status in older age. Our data may support adopting a dementia care approach that emphasizes the role of CR&#x2014;particularly through leisure activities&#x2014;which should be considered a lifelong modifiable risk factor.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec10">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec11">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Committee for Ethical Review of Research at the University of Genoa. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was obtained either directly from participants or, when necessary, from their legal guardians/next of kin.</p>
</sec>
<sec sec-type="author-contributions" id="sec12">
<title>Author contributions</title>
<p>SO: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. LT: Writing &#x2013; review &#x0026; editing, Methodology. SP: Writing &#x2013; review &#x0026; editing, Data curation, Formal analysis. MP: Formal analysis, Methodology, Writing &#x2013; review &#x0026; editing. AS: Formal analysis, Methodology, Writing &#x2013; review &#x0026; editing. AN: Project administration, Supervision, Writing &#x2013; review &#x0026; editing. FM: Conceptualization, Methodology, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec13">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec14">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
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<title>Generative AI statement</title>
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<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnagi.2025.1600798/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnagi.2025.1600798/full#supplementary-material</ext-link></p>
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