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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title-group>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1738522</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The impact of exercise interventions on cognitive frailty: a scoping review of outcomes and biological mechanisms</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Xiaofei</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<uri xlink:href="https://loop.frontiersin.org/people/3254003"/>
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<contrib contrib-type="author">
<name>
<surname>Jiao</surname>
<given-names>Yuxiao</given-names>
</name>
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<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Lulu</given-names>
</name>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Bo</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhu</surname>
<given-names>Lanyu</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><institution>School of Nursing, Changchun University of Chinese Medicine</institution>, <city>Changchun</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Lanyu Zhu, <email xlink:href="mailto:13588836@qq.com">13588836@qq.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-12">
<day>12</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1738522</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>17</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 He, Jiao, Ma, Zhang and Zhu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>He, Jiao, Ma, Zhang and Zhu</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-12">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>As the global trend of aging intensifies, the high prevalence of cognitive frailty is expected to impose a substantial burden on healthcare systems. While traditional exercise interventions have demonstrated effectiveness, contemporary models are evolving from conventional in-person formats toward digitally-supported, personalized approaches. Nevertheless, a comprehensive synthesis of evidence comparing the efficacy of different exercise modalities and elucidating their underlying biological mechanisms in the context of cognitive frailty remains lacking.</p>
</sec>
<sec>
<title>Objective</title>
<p>This scoping review aims to elucidate a multidimensional integrated framework linking &#x201C;exercise formats-mechanisms-health outcomes&#x201D; for exercise interventions improving cognitive frailty, thereby systematically revealing the action pathways and synergistic mechanisms of different exercise modalities.</p>
</sec>
<sec>
<title>Methods</title>
<p>This review adhered to the PRISMA-ScR guidelines and systematically searched PubMed, Cochrane Library, Embase, Web of Science, and Scopus up to October 9, 2025. Literature screening, data extraction, and synthesis were performed to identify studies investigating the effects of exercise interventions on cognitive frailty.</p>
</sec>
<sec>
<title>Results</title>
<p>Seventeen studies were included. The results indicate that exercise intervention models are diverse, with nearly half of the studies employing digital intervention models, demonstrating new potential for enhancing safety, adherence, and personalization. An integrated analysis of seven studies reporting mechanistic insights indicated that the benefits are supported by multiple synergistic biological pathways, including improvements in brain structure and functional plasticity, enhanced neural efficiency, reduced neuroinflammation and oxidative stress, modulation of neurotransmitters, and increased cerebral blood flow perfusion.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This scoping review systematically examines the integrated framework of &#x201C;exercise formats-mechanisms-health outcomes&#x201D; to reveal the multidimensional synergistic network through which exercise interventions ameliorate cognitive frailty, while also highlighting the considerable potential of the digital transformation of exercise modalities. Future research should deepen the integration of digital technologies and conduct large-scale, multicenter randomized controlled trials to longitudinally validate the specific mechanisms of different exercise models, thereby advancing the development of personalized, precision intervention protocols.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p>Open Science Framework with the registration number (<uri xlink:href="https://www.10.17605/OSF.IO/WYSJF">10.17605/OSF.IO/WYSJF</uri>).</p>
</sec>
</abstract>
<kwd-group>
<kwd>biological mechanisms</kwd>
<kwd>cognitive frailty</kwd>
<kwd>cognitive function</kwd>
<kwd>exercise</kwd>
<kwd>physical function</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Research and Development</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100006190</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was supported by the Key Science and Technology Research and Development Fund of Jilin Province (No. 20180201041SF).</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="13"/>
<word-count count="8264"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Aging and Public Health</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Cognitive frailty, a common geriatric syndrome, has gained increasing attention in aging research. It is defined as the simultaneous presence of cognitive frailty and physical frailty, excluding Alzheimer&#x2019;s disease and other forms of dementia (<xref ref-type="bibr" rid="ref1">1</xref>). The concept of cognitive frailty has shifted the research perspective from a unidimensional focus on older adults&#x2019; cognitive or physical functions to a multidimensional assessment of age-related declines in physical health, cognition, and functional capacity. This provides a comprehensive perspective for understanding vulnerability in later life, holding significant implications for promoting healthy aging. As the global aging process accelerates, the prevalence rates of cognitive frailty are also increasing markedly (<xref ref-type="bibr" rid="ref2">2</xref>). Studies indicate that the prevalence of cognitive frailty ranges from 4.4 to 39.7% (<xref ref-type="bibr" rid="ref3">3</xref>). Furthermore, cognitive frailty increases the risk of adverse health outcomes, including falls, disability, prolonged hospitalization, and even mortality (<xref ref-type="bibr" rid="ref4">4</xref>). This severely impacts the quality of life and physical and mental health of older adults while imposing substantial care burdens and economic pressures on healthcare systems (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Notably, cognitive frailty is a dynamic and reversible condition (<xref ref-type="bibr" rid="ref6">6</xref>). Early identification and effective intervention may help delay its progression and reduce negative health outcomes. Among non-pharmacological approaches, exercise interventions are recognized as promising due to their cost-effectiveness and accessibility (<xref ref-type="bibr" rid="ref7">7</xref>). Research indicates that exercise interventions can enhance cognitive function in older adults by reducing oxidative stress and inflammatory marker activity, as well as promoting synaptic plasticity (<xref ref-type="bibr" rid="ref8">8</xref>). Recent meta-analyses (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>) have demonstrated that exercise interventions significantly improve physical function, such as mobility, muscle strength, and balance, in older adults with cognitive frailty, while also enhancing overall cognitive performance and quality of life. These benefits may be associated with synergistic effects involving improved cerebral blood flow perfusion and the release of neurotrophic factors.</p>
<p>Despite the effectiveness of exercise interventions, their traditional implementation models often pose challenges for long-term adherence due to high costs associated with frequent patient visits and low compliance with self-management. Digital exercise, however, leverages technologies such as wearable devices, mobile applications, and artificial intelligence to enable real-time monitoring of patient exercise, personalized guidance, and remote supervision (<xref ref-type="bibr" rid="ref11">11</xref>), offering a novel solution to this problem. Previous research reviews have demonstrated that digital exercise interventions exhibit unique advantages in overcoming spatial and temporal constraints and enhancing training motivation in fields such as stroke rehabilitation (<xref ref-type="bibr" rid="ref12">12</xref>) and joint disease management (<xref ref-type="bibr" rid="ref13">13</xref>). However, there is currently no scoping review that systematically evaluates the effectiveness of digital exercise for cognitive frailty, nor has there been a comparative and integrative analysis of traditional versus digital exercise in this population. Furthermore, evidence regarding the biological mechanisms through which exercise improves cognitive frailty remains inadequately synthesized.</p>
<p>Given this, to integrate fragmented evidence, this study innovatively adopts a multidimensional integrated analysis framework centered on &#x201C;exercise formats-mechanisms-health outcomes.&#x201D; This approach provides a clear, structured perspective for understanding the intervention effects of different exercise programs on cognitive frailty, elucidating their underlying biological mechanisms, and exploring their enabling pathways and implementation possibilities from a new digital exercise perspective. Consequently, it offers valuable reference and insights for designing personalized, mechanism-driven intervention programs.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<p>This review followed the Joanna Briggs Institute (JBI) methodological framework for scoping reviews (<xref ref-type="bibr" rid="ref14">14</xref>) and was reported in accordance with the PRISMA-ScR guidelines (<xref ref-type="bibr" rid="ref15">15</xref>). The study protocol was registered on the Open Science Framework with the registration number (<ext-link xlink:href="https://doi.org/10.17605/OSF.IO/WYSJF" ext-link-type="uri">10.17605/OSF.IO/WYSJF</ext-link>).</p>
<sec id="sec3">
<label>2.1</label>
<title>Research questions</title>
<p>The study encompasses the following questions: (1) What exercise intervention programs are currently applied to improve and delay cognitive frailty in older adults, and what are their specific contents? (2) Are exercise intervention programs effective? (3) Does the literature propose potential biological mechanisms underlying the effects of exercise interventions on cognitive frailty?</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Literature search</title>
<p>The literature search was conducted using PubMed, Cochrane Library, Embase, Web of Science, and Scopus databases. All relevant articles published from the inception of each database up to October 9, 2025, were searched using a combination of Medical Subject Headings (MeSH) terms and free-text keywords. To ensure comprehensive retrieval, additional studies were identified through cross-referencing within. Key concepts in the search include &#x201C;exercise,&#x201D; &#x201C;cognitive frailty,&#x201D; &#x201C;frail older adult,&#x201D; and &#x201C;cognitive dysfunction.&#x201D; Detailed search terms, concepts, and strategies are provided in <xref rid="SM1" ref-type="supplementary-material">Supplementary Appendix 1</xref>.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Inclusion and exclusion criteria</title>
<p>Inclusion criteria: (1) Participants aged &#x2265;60&#x202F;years diagnosed with or defined as having cognitive frailty. (2) Study designs: randomized controlled trials, quantitative studies, or mixed-methods studies. (3) Interventions comprised exercise interventions for older adults with cognitive frailty or combined interventions integrating exercise.</p>
<p>Exclusion criteria: (1) Studies involving participants exhibiting only frailty or cognitive impairment, or those with dementia or psychiatric disorders. (2) Literature types such as reviews, animal studies, protocols, conference abstracts or posters, and studies with inaccessible full texts. (3) Literature lacking detailed descriptions of exercise intervention content or outcome measures, or intervention protocols including confounding factors such as medication or physical therapy.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Literature screening</title>
<p>EndNote X9 was used to manage and screen retrieved literature. After removing duplicates, two trained researchers independently conducted an initial screening based on inclusion and exclusion criteria by reviewing titles and abstracts. Subsequently, they independently reviewed the full text for further screening. Any discrepancies were resolved through discussion with a third researcher until a consensus was reached.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Data extraction and synthesis</title>
<p>Data were extracted from the included studies, covering the following: author, publication year, country, study design, diagnostic criteria for cognitive frailty, sample size, types of exercise intervention, and outcome measures. To further detail the exercise interventions, we also extracted specific parameters of the exercise protocols, including intervention venue, duration, frequency, intensity, and cycle. Additionally, we extracted data on potential mechanisms underlying the effects of exercise interventions on cognitive frailty. The first author created the data extraction form, which was reviewed and supplemented by the second author. Any discrepancies between the authors were resolved through discussion and consultation with a third researcher to ensure accuracy and consistency in the data extraction process.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Methodological considerations</title>
<p>To ensure consistency in the concept of cognitive frailty, all included studies adopted the definition of cognitive frailty in older adults proposed by the International Association for Nutrition and Aging (IANA) and the International Association of Gerontology and Geriatrics (IAGG) (<xref ref-type="bibr" rid="ref1">1</xref>). However, due to the absence of a unified assessment tool for cognitive frailty, diagnostic criteria may vary across studies. As this study is a scoping review aimed at mapping and summarizing the effects of exercise interventions on cognitive frailty&#x2014;rather than quantifying or eliminating statistical heterogeneity&#x2014;such variations in diagnostic criteria reflect the conceptual and methodological diversity within the field. To ensure transparency, details regarding study design, diagnostic criteria, and sample characteristics are summarized in the results section.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Quality assessment</title>
<p>Two researchers independently applied the Mixed Method Appraisal Tool (MMAT, 2018 version) (<xref ref-type="bibr" rid="ref16">16</xref>) to assess the quality of included studies. This involved answering two screening questions and five criteria per study type (qualitative studies, quantitative randomized controlled trials, quantitative non-randomized studies, quantitative descriptive studies, mixed-method studies). After completion, evaluators cross-checked results, resolving any disagreements through discussion with a third researcher.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<label>3</label>
<title>Results</title>
<sec id="sec11">
<label>3.1</label>
<title>Search results</title>
<p>The initial search yielded 4,431 records. After duplicate removal, 1,576 articles were excluded, leaving 2,855. After screening titles and abstracts, 2,715 articles were excluded, leaving 140 documents. Following a secondary screening, 30 articles with unavailable full texts were excluded, resulting in 110 remaining documents. After further full-text evaluation, 45 articles were excluded for non-compliance with the research theme, 14 for mismatched literature types, and 34 for inappropriate study populations. Ultimately, 17 studies met the inclusion criteria (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA 2020 flow diagram for new systematic reviews which included searches of databases and registers only. Consider, if feasible to do so, reporting the number of records identified from each database or register searched (rather than the total number across all databases/registers). If automation tools were used, indicate how many records were excluded by a human and how many were excluded by automation tools.</p>
</caption>
<graphic xlink:href="fpubh-13-1738522-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart outlining the identification and screening process for studies. Initially, 4,431 records are identified across several databases. Post-duplicate removal, 2,855 records are screened. Of these, 2,715 are excluded. Of the 140 reports sought for retrieval, 30 are not retrieved. 110 reports are assessed for eligibility, with 93 excluded due to study incompatibility, incorrect article type, or wrong population. Ultimately, 17 studies are included in the review.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec12">
<label>3.2</label>
<title>Study characteristics</title>
<p>This scoping review included 17 studies published between 2018 and 2025 from four countries: China (<italic>n</italic>&#x202F;=&#x202F;14), the United States (<italic>n</italic>&#x202F;=&#x202F;1), South Korea (<italic>n</italic>&#x202F;=&#x202F;1), and Canada (<italic>n</italic>&#x202F;=&#x202F;1). The included studies comprised 16 randomized controlled trials and one quasi-experimental study. <xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref> presents the key details of the included studies.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Basic characteristics of the study (<italic>N</italic>&#x202F;=&#x202F;17).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Author/year</th>
<th align="left" valign="top" rowspan="2">Country</th>
<th align="left" valign="top" rowspan="2">Study type</th>
<th align="left" valign="top" rowspan="2">Diagnostic criteria of CF</th>
<th align="center" valign="top" colspan="2">Participants</th>
<th align="center" valign="top" colspan="2">Interventions</th>
<th align="left" valign="top" rowspan="2">Interventions model</th>
<th align="left" valign="top" rowspan="2">Outcomes</th>
</tr>
<tr>
<th align="left" valign="top">Age (years, I/C)</th>
<th align="left" valign="top">Sample size (I/C)</th>
<th align="left" valign="top">Intervention group</th>
<th align="left" valign="top">Control group</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Kwan et al. (2020) (<xref ref-type="bibr" rid="ref17">17</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point; MoCA&#x202F;&#x003C;&#x202F;25 points; CDR&#x202F;=&#x202F;0.5</td>
<td align="left" valign="top">I:70.5 (IQR7.0) C:71.0 (IQR14)</td>
<td align="left" valign="top">I:16<break/>C:17</td>
<td align="left" valign="top">Aerobic exercise</td>
<td align="left" valign="top">Conventional Behavior Change Intervention</td>
<td align="left" valign="top">Digital exercise (Samsung Health and WhatsApp)</td>
<td align="left" valign="top">A&#x2460;<break/>B&#x2463;&#x2465;</td>
</tr>
<tr>
<td align="left" valign="top">Yoon et al. (2018) (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">Korea</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>CDR&#x202F;=&#x202F;0.5</td>
<td align="left" valign="top">I:73.82&#x202F;&#x00B1;&#x202F;4.37<break/>C:74.03&#x202F;&#x00B1;&#x202F;4.27</td>
<td align="left" valign="top">I:20<break/>C:23</td>
<td align="left" valign="top">Resistance training</td>
<td align="left" valign="top">Balance and band stretching</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2463;<break/>B&#x2460;&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left" valign="top">Wu et al. (2025) (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>MoCA&#x202F;&#x003C;&#x202F;26 points</td>
<td align="left" valign="top">I:70.12&#x202F;&#x00B1;&#x202F;0.96<break/>C:68.18&#x202F;&#x00B1;&#x202F;0.98</td>
<td align="left" valign="top">I:34<break/>C:34</td>
<td align="left" valign="top">Resistance training</td>
<td align="left" valign="top">Senior fitness exercise</td>
<td align="left" valign="top">Digital exercise<break/>(Tencent Meeting)</td>
<td align="left" valign="top">A&#x2460;&#x2461;&#x2464;<break/>B&#x2460;&#x2463;&#x2464;<break/>C&#x2460;<break/>D&#x2460;</td>
</tr>
<tr>
<td align="left" valign="top">Liu et al. (2018) (<xref ref-type="bibr" rid="ref20">20</xref>)</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">SOF&#x202F;&#x2265;&#x202F;1point;<break/>3MSE&#x202F;&#x003C;&#x202F;88 points</td>
<td align="left" valign="top">I:78.6&#x202F;&#x00B1;&#x202F;5.2<break/>C:79.1&#x202F;&#x00B1;&#x202F;5.3</td>
<td align="left" valign="top">I:262<break/>C:290</td>
<td align="left" valign="top">Multi-component exercise</td>
<td align="left" valign="top">Health education</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2462;<break/>B&#x2460;</td>
</tr>
<tr>
<td align="left" valign="top">Ye et al. (2021) (<xref ref-type="bibr" rid="ref21">21</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;3 points;<break/>Diagnosed with mild cognitive impairment, according to the Petersen criteria</td>
<td align="left" valign="top">I:72.33&#x202F;&#x00B1;&#x202F;6.21<break/>C:72.92&#x202F;&#x00B1;&#x202F;7.19</td>
<td align="left" valign="top">I:45<break/>C:45</td>
<td align="left" valign="top">Multi-component exercise</td>
<td align="left" valign="top">Health education</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2460;<break/>B&#x2463;&#x2468;</td>
</tr>
<tr>
<td align="left" valign="top">Chen et al. (2021) (<xref ref-type="bibr" rid="ref22">22</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>MoCA (BeijingVersion) score of 19&#x2013;25;</td>
<td align="left" valign="top">I:84.59&#x202F;&#x00B1;&#x202F;4.21<break/>C:84.75&#x202F;&#x00B1;&#x202F;5.41</td>
<td align="left" valign="top">I:29<break/>C:30</td>
<td align="left" valign="top">Otago exercise</td>
<td align="left" valign="top">Health education</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2465;<break/>B&#x2461;<break/>C&#x2460;<break/>D&#x2461;</td>
</tr>
<tr>
<td align="left" valign="top">Falck et al. (2025) (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">SPPB&#x202F;&#x2264;&#x202F;9points;<break/>MoCA&#x202F;&#x003C;&#x202F;26 points</td>
<td align="left" valign="top">I:81.62&#x202F;&#x00B1;&#x202F;6.55<break/>C:83.31&#x202F;&#x00B1;&#x202F;5.88</td>
<td align="left" valign="top">I:93<break/>C:99</td>
<td align="left" valign="top">Otago exercise</td>
<td align="left" valign="top">Usual care</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2460;<break/>B&#x2460;&#x2467;</td>
</tr>
<tr>
<td align="left" valign="top">Zhu et al. (2023) (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">quasi-experimental study</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>CDR&#x202F;=&#x202F;0.5</td>
<td align="left" valign="top">I:72.66&#x202F;&#x00B1;&#x202F;6.54<break/>C:72.88&#x202F;&#x00B1;&#x202F;5.78</td>
<td align="left" valign="top">I:35<break/>C:34</td>
<td align="left" valign="top">Exergaming</td>
<td align="left" valign="top">Usual care</td>
<td align="left" valign="top">Digital exercise<break/>(HappyGoGo software)</td>
<td align="left" valign="top">A&#x2460;<break/>C&#x2461;</td>
</tr>
<tr>
<td align="left" valign="top">Jia et al. (2022) (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>CDR&#x202F;=&#x202F;0.5</td>
<td align="left" valign="top">I:71.3&#x202F;&#x00B1;&#x202F;5.0<break/>C:70.8&#x202F;&#x00B1;&#x202F;4.2</td>
<td align="left" valign="top">I:30<break/>C:30</td>
<td align="left" valign="top">Mindfulness Tai-Chi Chuan</td>
<td align="left" valign="top">Mindfulness intervention</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2461;<break/>B&#x2460;&#x2461;&#x2466;</td>
</tr>
<tr>
<td align="left" valign="top">Wan et al. (2022) (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">EFS&#x202F;&#x2265;&#x202F;5 points;<break/>MoCA (FuzhouVersion)&#x202F;&#x2264;&#x202F;26 points;<break/>GDS score of 2&#x2013;3</td>
<td align="left" valign="top">I:67.31&#x202F;&#x00B1;&#x202F;5.58<break/>C:64.71&#x202F;&#x00B1;&#x202F;5.07</td>
<td align="left" valign="top">I:26<break/>C:24</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Usual care</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2460;</td>
</tr>
<tr>
<td align="left" valign="top">Lin et al. (2023) (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">EFS&#x202F;&#x2265;&#x202F;5 points;<break/>MoCA&#x202F;&#x2264;&#x202F;2 points;<break/>GDS score of 2&#x2013;3</td>
<td align="left" valign="top">I:67.68&#x202F;&#x00B1;&#x202F;5.19<break/>C:65.35&#x202F;&#x00B1;&#x202F;5.15</td>
<td align="left" valign="top">I:51<break/>C:51</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Usual care</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2460;</td>
</tr>
<tr>
<td align="left" valign="top">Ye et al. (2024) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">Physical frailty;<break/>More than 1.5 standard deviation below the mean for age-, gender-, and education-adjusted norms on any cognitive function test;<break/>No dependency in instrumental activities of daily living</td>
<td align="left" valign="top">I:67.68&#x202F;&#x00B1;&#x202F;5.19<break/>C:65.35&#x202F;&#x00B1;&#x202F;5.15</td>
<td align="left" valign="top">I:51<break/>C:51</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Usual care</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2460;</td>
</tr>
<tr>
<td align="left" valign="top">Wang et al. (2024) (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">EFS&#x202F;&#x2265;&#x202F;5 points;<break/>MoCA&#x202F;&#x2264;&#x202F;26 points;<break/>GDS score of 2&#x2013;3</td>
<td align="left" valign="top">I:66.90&#x202F;&#x00B1;&#x202F;4.54<break/>C:67.64&#x202F;&#x00B1;&#x202F;5.49</td>
<td align="left" valign="top">I:60<break/>C:60</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Usual care</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">A&#x2460;&#x2464;&#x2466;&#x2467;&#x2468;</td>
</tr>
<tr>
<td align="left" valign="top">Yang et al. (2023) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>MoCA (BeijingVersion)&#x202F;&#x003C;&#x202F;25 points</td>
<td align="left" valign="top">I:67.5&#x202F;&#x00B1;&#x202F;3.1<break/>C:67.4&#x202F;&#x00B1;&#x202F;2.8</td>
<td align="left" valign="top">I:40<break/>C:39</td>
<td align="left" valign="top">Baduanjin exercise combined with cognitive training</td>
<td align="left" valign="top">Usual care</td>
<td align="left" valign="top">Digital exercise<break/>(&#x201C;With Sugar&#x201D;APP platform)</td>
<td align="left" valign="top">A&#x2460;<break/>B&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left" valign="top">Kwan et al. (2021) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>MoCA&#x202F;&#x003C;&#x202F;25 point;<break/>CDR&#x202F;=&#x202F;0.5</td>
<td align="left" valign="top">I:73.0(IQR7.5)<break/>C:77.5(IQR15.3)</td>
<td align="left" valign="top">I:9<break/>C:8</td>
<td align="left" valign="top">Virtual reality motor-cognitive training</td>
<td align="left" valign="top">Non-VR sequential motor-cognitive training</td>
<td align="left" valign="top">Digital exercise<break/>(VR platform)</td>
<td align="left" valign="top">A&#x2460;<break/>B&#x2461;&#x2463;</td>
</tr>
<tr>
<td align="left" valign="top">Lai et al. (2025) (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;3 points;<break/>MoCA&#x202F;&#x003C;&#x202F;26 points;<break/>CDR&#x202F;=&#x202F;0.5</td>
<td align="left" valign="top">I:74.81&#x202F;&#x00B1;&#x202F;8.23<break/>C:76.50&#x202F;&#x00B1;&#x202F;7.75</td>
<td align="left" valign="top">I:36<break/>C:36</td>
<td align="left" valign="top">Exercise-cognitive dual-task training</td>
<td align="left" valign="top">Health education</td>
<td align="left" valign="top">Digital exercise<break/>(WeChat application)</td>
<td align="left" valign="top">A&#x2460;<break/>B&#x2461;</td>
</tr>
<tr>
<td align="left" valign="top">Liao et al. (2025) (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">RCT</td>
<td align="left" valign="top">FP&#x202F;&#x2265;&#x202F;1 point;<break/>MMSE&#x2265;24points;<break/>MoCA &#x003C;26 points</td>
<td align="left" valign="top">I:77.5&#x202F;&#x00B1;&#x202F;5.8<break/>C:79.3&#x202F;&#x00B1;&#x202F;6.9</td>
<td align="left" valign="top">I:20<break/>C:19</td>
<td align="left" valign="top">Boxing-cycling dual-task training</td>
<td align="left" valign="top">Stationary cycling</td>
<td align="left" valign="top">Digital exercise<break/>(wireless inertial sensors)</td>
<td align="left" valign="top">A&#x2460;&#x2464;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>I: Intervention group; C: Control group; FP: Fried Phenotype; EFS: Edmonton Frail Scale; SOF: the Study of Osteoporotic Fractures frailty index; CDR: Clinical Dementia Rating; GDS: Global Deterioration Scale. A for cognitive function: &#x2460; MoCA: Montreal Cognitive Assessment; &#x2461; MMSE: Mini-mental State Examination; &#x2462; MMSE: Modified Mini-Mental State Examination; &#x2463; FAB: Frontal Assessment Battery; &#x2464; TMT-A and TMT-B: Trail Making Test parts A and B; &#x2465; FTSST: Five Times Sitto Stand Test; &#x2466; Clock Drawing Test; &#x2467; Verbal Fluency Test; &#x2468; Stroop Test. B for physical function: &#x2460; SPPB: Short Physical Performance Battery; &#x2461; TUG: Timed Up and Go Test; &#x2462; Gait speed; &#x2463; Grip strength; &#x2464; 4MWP: 4-meter walk speed; &#x2465; 6MWT: six-minute walk test; &#x2466; the 30-s Chair test; &#x2467; the rate of falls; &#x2468; 6MWT: 6-meter walking time. C for psychological state: &#x2460; GDS: Geriatric Depression Scale; &#x2461; Loneliness Scale. D for quality of life: &#x2460; QoL-AD: Quality of Life in Alzheimer&#x2019;s Disease scale; &#x2461; SF-12:12 Item Short Form Health Survey.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Basic characteristics of exercise intervention programs.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author/year</th>
<th align="left" valign="top">Types of exercise intervention</th>
<th align="left" valign="top">Interventions model</th>
<th align="left" valign="top">Intervention venue</th>
<th align="left" valign="top">Intervention content</th>
<th align="left" valign="top">Duration</th>
<th align="left" valign="top">Frequency</th>
<th align="left" valign="top">Intensity</th>
<th align="left" valign="top">Cycle</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Kwan et al. (2020) (<xref ref-type="bibr" rid="ref17">17</xref>)</td>
<td align="left" valign="top">Aerobic exercise</td>
<td align="left" valign="top">Digital exercise<break/>(Samsung Health and WhatsApp)</td>
<td align="left" valign="top">Community centers</td>
<td align="left" valign="top">The first 2&#x202F;weeks: brisk walking training;<break/>3 to 12&#x202F;weeks: self-paced brisk walking training&#x202F;+&#x202F;Mobile health interventions</td>
<td align="left" valign="top">The walking duration was adjusted based on the participants&#x2019; initial fitness levels and their ongoing progress.</td>
<td align="left" valign="top">Prefrail:5&#x2013;10 times /week, Frail: 3&#x2013;5 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">12&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Yoon et al. (2018) (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">Resistance training</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Community centers</td>
<td align="left" valign="top">10&#x202F;min warm-up,40&#x202F;min high-speed resistance training and 10&#x202F;min of cooling down;</td>
<td align="left" valign="top">60&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">RPE12-13</td>
<td align="left" valign="top">16&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Wu et al. (2025) (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="left" valign="top">Resistance training</td>
<td align="left" valign="top">Digital exercise<break/>(Tencent Meeting)</td>
<td align="left" valign="top">1&#x2013;6&#x202F;weeks: Offline group training;<break/>7&#x2013;12&#x202F;weeks: Online training via Tencent Meeting</td>
<td align="left" valign="top">5&#x202F;min warm-up, 20&#x2013;40&#x202F;min of exercise (20&#x202F;min in the initial, 30&#x202F;min in mid-term, 40&#x202F;min in final phase), and a 5-min cool down</td>
<td align="left" valign="top">30&#x2013;50&#x202F;min/time</td>
<td align="left" valign="top">3 times /week;</td>
<td align="left" valign="top">RPE10-14</td>
<td align="left" valign="top">12&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Liu et al. (2018) (<xref ref-type="bibr" rid="ref20">20</xref>)</td>
<td align="left" valign="top">Multi-component exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Senior Activity Centre</td>
<td align="left" valign="top">30&#x202F;min walking,10&#x202F;min lower body strength training,3&#x2013;5&#x202F;min flexibility and 10&#x202F;min balance</td>
<td align="left" valign="top">53-55&#x202F;min/time</td>
<td align="left" valign="top">2 times /week;</td>
<td align="left" valign="top">Walking: RPE 13;<break/>lower body strength training: RPE 15&#x2013;16</td>
<td align="left" valign="top">24&#x202F;months</td>
</tr>
<tr>
<td align="left" valign="top">Ye et al. (2021) (<xref ref-type="bibr" rid="ref21">21</xref>)</td>
<td align="left" valign="top">Multi-component<break/>exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Community health service center or family</td>
<td align="left" valign="top">5&#x202F;min aerobic exercise, 20&#x202F;min resistance exercise, 10&#x202F;min balance training, and 10&#x202F;min flexibility training</td>
<td align="left" valign="top">45&#x202F;min/time,</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">RPE 12&#x2013;14</td>
<td align="left" valign="top">12&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Chen et al. (2021) (<xref ref-type="bibr" rid="ref22">22</xref>)</td>
<td align="left" valign="top">Otago exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Nursing home</td>
<td align="left" valign="top">5&#x202F;min warm-up, 10&#x202F;min resistance training and 15&#x202F;min balance exercise.</td>
<td align="left" valign="top">30&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">12&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Falck et al. (2025) (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="left" valign="top">Otago exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Home-based exercise</td>
<td align="left" valign="top">The Otago exercise program includes 5 strengthening exercises and 11 balance retraining exercises.</td>
<td align="left" valign="top">30&#x202F;min/time</td>
<td align="left" valign="top">2 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">12&#x202F;months</td>
</tr>
<tr>
<td align="left" valign="top">Zhu et al. (2023) (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="left" valign="top">Exergaming</td>
<td align="left" valign="top">Digital exercise<break/>(HappyGoGo software)</td>
<td align="left" valign="top">Community centers</td>
<td align="left" valign="top">5&#x202F;min warm-up, 30&#x202F;min exergaming and 5&#x202F;min cool-down</td>
<td align="left" valign="top">40&#x202F;min/time</td>
<td align="left" valign="top">2 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">8&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Jia et al. (2022) (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="left" valign="top">Mindfulness Tai-Chi Chuan</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">First 3&#x202F;months: at senior or community centers;<break/>Final 3&#x202F;months: individual practice</td>
<td align="left" valign="top">Mindfulness: It consisted of four basic forms of meditation practices (body scan, walking meditation, gentle yoga, sitting meditation).<break/>Tai-Chi Chuan:10&#x202F;min warm-up, 45&#x202F;min exercises and 5&#x202F;min cool-down</td>
<td align="left" valign="top">60&#x202F;min/time,</td>
<td align="left" valign="top">2 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">6&#x202F;months</td>
</tr>
<tr>
<td align="left" valign="top">Wan et al. (2022) (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Community centers</td>
<td align="left" valign="top">15&#x202F;min warm-up, 40&#x202F;min Baduanjin training and 5&#x202F;min cool down</td>
<td align="left" valign="top">60&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">24&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Lin et al. (2023) (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Community centers</td>
<td align="left" valign="top">15&#x202F;min warm-up, 40&#x202F;min Baduanjin training and 5&#x202F;min cool down</td>
<td align="left" valign="top">60&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">24&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Ye et al. (2024) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Community centers</td>
<td align="left" valign="top">15&#x202F;min warm-up, 40&#x202F;min Baduanjin training and 5&#x202F;min cool down</td>
<td align="left" valign="top">60&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">24&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Wang et al. (2024) (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Traditional exercise</td>
<td align="left" valign="top">Community centers</td>
<td align="left" valign="top">15&#x202F;min warm-up, 40&#x202F;min Baduanjin training and 5&#x202F;min cool down</td>
<td align="left" valign="top">60&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">24&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Yang et al. (2023) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="top">Baduanjin exercise combined with cognitive training</td>
<td align="left" valign="top">Digital exercise<break/>(&#x201C;With Sugar&#x201D;APP platform)</td>
<td align="left" valign="top">Hospital and home online check-in</td>
<td align="left" valign="top">Baduanjin exercise: 15&#x202F;min warm-up, 40&#x202F;min Baduanjin training and 5&#x202F;min cool down.<break/>Cognitive training: including finger exercises, image recognition and recall, attention training, poker classification and sorting, anti reverse practice.</td>
<td align="left" valign="top">60&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">The intensity of exercise is evaluated based on the percentage of maximum heart rate, which is equal to [average heart rate/(220-age)] &#x00D7; 100%</td>
<td align="left" valign="top">12&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Kwan et al. (2021) (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="top">Virtual reality motor-cognitive training</td>
<td align="left" valign="top">Digital exercise<break/>(VR platform)</td>
<td align="left" valign="top">Older adult community center</td>
<td align="left" valign="top">Cognitive training: including orientation, find a bus stop, reporting lost items, find a supermarket, grocery shop, cook, find a travel hotspot, and bird watch.<break/>Motor training: cycling on an ergometer</td>
<td align="left" valign="top">30&#x202F;min/time</td>
<td align="left" valign="top">2 times /week</td>
<td align="left" valign="top">N/A</td>
<td align="left" valign="top">8&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Lai et al. (2025) (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="left" valign="top">Exercise-cognitive dual-task training</td>
<td align="left" valign="top">Digital exercise<break/>(WeChat application)</td>
<td align="left" valign="top">The first 2&#x202F;weeks: at the community health center;<break/>3 to16&#x202F;weeks: home-based</td>
<td align="left" valign="top">5&#x2013;10&#x202F;min warm-up, 40&#x202F;min exercise-cognitive dual-task training and 5&#x2013;10&#x202F;min cool down.</td>
<td align="left" valign="top">50&#x2013;60&#x202F;min/time</td>
<td align="left" valign="top">3 times /week;</td>
<td align="left" valign="top">Intensity: Training intensity was determined by heart rate, with the appropriate range calculated as (220-age)&#x202F;&#x00D7;&#x202F;(60&#x2013;80%)</td>
<td align="left" valign="top">16&#x202F;weeks</td>
</tr>
<tr>
<td align="left" valign="top">Liao et al. (2025) (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="top">Boxing-cycling dual-task training</td>
<td align="left" valign="top">Digital exercise<break/>(wireless inertial sensors)</td>
<td align="left" valign="top">Older adult apartments and daycare facilities</td>
<td align="left" valign="top">Participants engaged in an interactive boxing-cycling session on a stationary bike fitted with an interactive boxing panel. During interactive boxing-cycling, participants aimed to strike targets<break/>with precision and speed, while also maintaining a pedaling speed of 60 RPM.</td>
<td align="left" valign="top">40&#x202F;min/time</td>
<td align="left" valign="top">3 times /week</td>
<td align="left" valign="top">RPE 14&#x2013;16</td>
<td align="left" valign="top">12&#x202F;weeks</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec13">
<label>3.3</label>
<title>Quality assessment</title>
<p>The included studies were generally of high quality, with one study rated as moderate quality. See <xref rid="SM1" ref-type="supplementary-material">Supplementary Appendix 1</xref> for details. The overall evidence demonstrated good consistency and robustness, which did not affect the systematic integration of exercise intervention effects and mechanisms in this study.</p>
</sec>
<sec id="sec14">
<label>3.4</label>
<title>Exercise interventions for cognitive frailty</title>
<sec id="sec15">
<label>3.4.1</label>
<title>Types of exercise interventions</title>
<p>The 17 studies included in this review demonstrate that exercise intervention programs primarily consisted of aerobic exercise (<xref ref-type="bibr" rid="ref17">17</xref>), resistance training (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>), multicomponent exercise (<xref ref-type="bibr" rid="ref20 ref21 ref22 ref23 ref24">20&#x2013;24</xref>), traditional fitness qigong exercises (<xref ref-type="bibr" rid="ref25 ref26 ref27 ref28 ref29 ref30">25&#x2013;30</xref>), and dual-task training (<xref ref-type="bibr" rid="ref30 ref31 ref32 ref33">30&#x2013;33</xref>). In terms of delivery mode, interventions were categorized as either traditional in-person (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref20 ref21 ref22 ref23">20&#x2013;23</xref>, <xref ref-type="bibr" rid="ref25 ref26 ref27 ref28 ref29">25&#x2013;29</xref>) or digitally supported (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref30 ref31 ref32 ref33">30&#x2013;33</xref>). Regarding the distribution of exercise types, six studies employed traditional fitness qigong: one focused on Tai Chi (<xref ref-type="bibr" rid="ref25">25</xref>) and five on Baduanjin (<xref ref-type="bibr" rid="ref26 ref27 ref28 ref29 ref30">26&#x2013;30</xref>). Four studies involved multi-component exercise: two combined aerobic exercise, resistance training, balance training, and flexibility training (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>); two used Otago Exercise combining resistance training and balance training (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>); and one employed exercise games integrating resistance and balance training (<xref ref-type="bibr" rid="ref24">24</xref>). Four studies reported dual-task training, including Baduanjin combined with cognitive training (<xref ref-type="bibr" rid="ref30">30</xref>), virtual reality motor&#x2013;cognitive training (<xref ref-type="bibr" rid="ref31">31</xref>), exercise&#x2013;cognitive dual-task training (<xref ref-type="bibr" rid="ref32">32</xref>), and boxing&#x2013;cycling dual-task training (<xref ref-type="bibr" rid="ref33">33</xref>). Notably, nearly half of the included studies adopted digitally delivered interventions, highlighting the potential and value of digital tools as effective intervention in this field.</p>
</sec>
<sec id="sec16">
<label>3.4.2</label>
<title>Duration, frequency, intensity, and duration of exercise interventions</title>
<p>Across different studies, variations exist in the settings, frequency, intensity, and duration of exercise interventions. (1) Intervention settings: Traditional exercise interventions primarily rely on community centers (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref26 ref27 ref28 ref29">26&#x2013;29</xref>), senior activity centers (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref31">31</xref>), and nursing homes (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref33">33</xref>) to ensure standardized movement instruction and promote social interaction among participants. Digital exercise interventions, however, predominantly adopt a hybrid model combining initial in-person training with subsequent online home-based check-ins (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), reflecting the design advantages of accessibility and long-term monitoring. (2) Exercise Frequency: Included studies predominantly employed exercise frequencies of twice weekly (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref23 ref24 ref25">23&#x2013;25</xref>, <xref ref-type="bibr" rid="ref31">31</xref>) or thrice weekly (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref26 ref27 ref28 ref29 ref30">26&#x2013;30</xref>, <xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref33">33</xref>), with intervention duration varying according to specific exercise program designs. (3) Exercise Intensity: Traditional resistance training (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>) and multi-component exercise (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>) tended to use the Borg Rate of Perceived Exertion scale to set exercise intensity, while digitally supported dual-task training (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref32">32</xref>) primarily referenced heart rate during exercise to assess and adjust participants&#x2019; exercise intensity. (4) Duration: The intervention periods in the included studies varied considerably, ranging from a minimum of 8&#x202F;weeks (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref31">31</xref>) to a maximum of 24&#x202F;months (<xref ref-type="bibr" rid="ref20">20</xref>). The most common durations were 12&#x202F;weeks (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref33">33</xref>) and 24&#x202F;weeks (<xref ref-type="bibr" rid="ref26 ref27 ref28 ref29">26&#x2013;29</xref>).</p>
</sec>
<sec id="sec17">
<label>3.4.3</label>
<title>Characteristics of digital exercise interventions</title>
<p>Research indicates that digital exercise interventions improve cognitive frailty primarily through two pathways: remote supervision and guidance, and immersive game interactions. Four studies mentioned overcoming geographical constraints via online meetings (<xref ref-type="bibr" rid="ref19">19</xref>) or applications (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref33">33</xref>) to enable remote supervision and management. Three studies (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref33">33</xref>) utilized digital exercise games to enhance exercise enjoyment and participation motivation.</p>
<p>This shift from traditional offline interventions to an integrated online-offline model not only expands the scalability of interventions but also creates opportunities to further enhance their public health benefits. (1) Safety: Four studies, respectively, employed wrist-worn step counter (<xref ref-type="bibr" rid="ref17">17</xref>), wrist-worn heart rate sensor (<xref ref-type="bibr" rid="ref31">31</xref>), validated chest-strap heart-rate monitor (<xref ref-type="bibr" rid="ref32">32</xref>), wireless inertial sensors (<xref ref-type="bibr" rid="ref33">33</xref>) to record kinematic data such as speed, cadence, and stride length. These devices monitored participants&#x2019; heart rates and exercise tolerance to enable real-time adjustment of exercise intensity, ensuring exercise safety. Additionally, studies indicated (<xref ref-type="bibr" rid="ref31">31</xref>) no adverse outcomes related to VR sickness occurred during the research period. (2) Adherence: Digital exercise programs adopted multiple strategies to promote adherence, including praise and rewards (<xref ref-type="bibr" rid="ref17">17</xref>), online training (<xref ref-type="bibr" rid="ref19">19</xref>), virtual reality (<xref ref-type="bibr" rid="ref31">31</xref>), platform check-ins (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), and exercise games (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref33">33</xref>). These approaches not only enhance motivation and enjoyment in older adults exercise but also meet the convenience needs for remote home supervision and management. (3) Personalization: Research findings (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref32">32</xref>) indicate that tracking participants&#x2019; initial physical fitness levels and activity progress provides data support for delivering personalized exercise prescriptions.</p>
</sec>
</sec>
<sec id="sec18">
<label>3.5</label>
<title>Differences in diagnostic criteria for cognitive frailty</title>
<p>Currently, there are no unified diagnostic criteria for cognitive frailty. Researchers predominantly use a combination of physical frailty and cognitive function assessment scales to screen older adults for cognitive frailty. Among these, the most commonly employed combinations include: the Fried frailty phenotype (FP)combined with the Clinical Dementia Rating (CDR) scale (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>), the FP combined with the Montreal Cognitive Assessment (MoCA) (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref30">30</xref>), the FP combined with both CDR and MoCA (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), and the Edmonton Frailty Scale (EFS) combined with MoCA and the Global Deterioration Scale (GDS) (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref29">29</xref>). However, even within the same combination, variations exist in the versions of the scales used and their respective scoring criteria.</p>
</sec>
<sec id="sec19">
<label>3.6</label>
<title>Outcomes and effects of exercise interventions</title>
<sec id="sec20">
<label>3.6.1</label>
<title>Effects of exercise intervention on cognitive function</title>
<p>Among the 17 included studies, cognitive function was the most widely assessed outcome measure. The MoCA was employed as the primary cognitive assessment tool in 13 studies (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref26 ref27 ref28 ref29 ref30 ref31 ref32 ref33">26&#x2013;33</xref>), while other instruments included the MMSE (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref25">25</xref>), 3MSE (<xref ref-type="bibr" rid="ref20">20</xref>), and TMT-A/B (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref33">33</xref>). Results indicated that most exercise interventions significantly improved overall cognitive function scores while positively impacting executive function, attention, and memory. However, despite being resistance training, findings on executive function varied across studies. Yoon et al. (<xref ref-type="bibr" rid="ref18">18</xref>) reported significant improvements in FAB scores, whereas Wu et al. (<xref ref-type="bibr" rid="ref19">19</xref>) found no significant enhancement in TMT-A/B test performance.</p>
</sec>
<sec id="sec21">
<label>3.6.2</label>
<title>Effects of exercise intervention on physical function</title>
<p>Eleven studies (<xref ref-type="bibr" rid="ref17 ref18 ref19 ref20 ref21 ref22 ref23">17&#x2013;23</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref30 ref31 ref32">30&#x2013;32</xref>) reported the effects of exercise interventions on physical function. Notably, different exercise types exerted varying impacts on physical function. Resistance training (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>) primarily focused on positively influencing muscle strength, endurance, and activities of daily living; while Baduanjin (<xref ref-type="bibr" rid="ref26 ref27 ref28 ref29 ref30">26&#x2013;30</xref>) effectively enhances upper and lower limb gait and dynamic balance. In contrast, multi-component exercise programs, which integrate multiple exercise modalities, typically yield more pronounced combined effects than single-exercise interventions. They multidimensionally improve participants&#x2019; physical function (<xref ref-type="bibr" rid="ref20">20</xref>), walking efficiency (<xref ref-type="bibr" rid="ref21">21</xref>), and reduce fall risk (<xref ref-type="bibr" rid="ref23">23</xref>).</p>
</sec>
<sec id="sec22">
<label>3.6.3</label>
<title>Effects of exercise interventions on psychosocial outcomes</title>
<p>Compared to previous domains, evidence regarding the impact of exercise on psychosocial outcomes is limited and inconclusive. Only two studies (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref22">22</xref>) reported statistically significant improvements (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) in quality of life scores among exercise intervention groups relative to control groups. Three studies (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref24">24</xref>) examined the effects of exercise interventions on psychological states. Chen et al. (<xref ref-type="bibr" rid="ref22">22</xref>) demonstrated that exercise significantly reduced participants&#x2019; depression scores, whereas Wu et al. (<xref ref-type="bibr" rid="ref19">19</xref>) found no statistically significant effect on depression. Additionally, Zhu et al. (<xref ref-type="bibr" rid="ref24">24</xref>) observed that exercise game interventions did not significantly reduce loneliness among participants with cognitive frailty.</p>
</sec>
</sec>
<sec id="sec23">
<label>3.7</label>
<title>Potential biological mechanisms by which exercise interventions influence cognitive frailty</title>
<p>We also extracted and summarized the mechanisms by which exercise interventions influence cognitive frailty as described in the included studies. Seven studies briefly explained potential mechanisms, primarily encompassing five types. (1) Brain Structure and Plasticity: Exercise interventions delay volume atrophy in hippocampal subregions (left parasubiculum, left HATA, right CA1, and right presubiculum) (<xref ref-type="bibr" rid="ref26">26</xref>), enhance functional connectivity within the prefrontal-hippocampal network, and improve cognitive function by modulating brain structural and functional plasticity. This effectively slows memory decline in older adults.(2) Prefrontal Activation and Neural Efficiency: Exercise intervention enhances prefrontal cortical activation levels (<xref ref-type="bibr" rid="ref33">33</xref>), influencing neural efficiency to promote shorter reaction times and improved accuracy. (3) Neuroinflammation and Oxidative Stress: Exercise intervention regulates inflammatory cytokine levels (IFN-<italic>&#x03B3;</italic>, IL-2, IL-4), suppresses inflammasome activation (<xref ref-type="bibr" rid="ref28">28</xref>), enhances antioxidant enzyme activity (<xref ref-type="bibr" rid="ref20">20</xref>), and reduces oxidative stress-induced neuronal damage. (4) Neurotransmitter changes: Exercise intervention enhances neuronal plasticity by upregulating brain-derived neurotrophic factor levels (<xref ref-type="bibr" rid="ref21">21</xref>). (5) Improved Cerebral Blood Flow and Metabolism: Exercise increases blood flow parameters in key cerebral vessels, including peak systolic velocity (PSV), mean blood flow velocity (MBFV), and end-diastolic velocity (EDV) in the right middle cerebral artery, PSV in the left middle cerebral artery, and MBFV and EDV in the basilar artery (<xref ref-type="bibr" rid="ref27">27</xref>), thereby enhancing cerebral oxygen supply. It also reduces glycated hemoglobin levels (<xref ref-type="bibr" rid="ref30">30</xref>), contributing to delayed progression of cognitive frailty (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Mechanisms of exercise intervention in improving cognitive frailty.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author/year</th>
<th align="left" valign="top">Types of exercise intervention</th>
<th align="left" valign="top">Mechanisms</th>
<th align="left" valign="top">Study results</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Liu et al. (2018) (<xref ref-type="bibr" rid="ref20">20</xref>)</td>
<td align="left" valign="top">Multi-component exercise</td>
<td align="left" valign="top">IL-6&#x2192;</td>
<td align="left" valign="top">The study demonstrated that a 24-month structured, moderate-intensity physical activity program reduced the severity of cognitive frailty compared with a health education program among sedentary older persons and that this benefit was not modified by baseline IL-6.</td>
</tr>
<tr>
<td align="left" valign="top">Ye et al. (2021) (<xref ref-type="bibr" rid="ref21">21</xref>)</td>
<td align="left" valign="top">Multi-component exercise</td>
<td align="left" valign="top">Albumin&#x2191;, prealbumin&#x2191;, Transferrin&#x2191;, lymphocyte count&#x2191;</td>
<td align="left" valign="top">Multi-component exercise may improve cognitive frailty by affecting the expression of some brain-derived neurotrophic factors, which can regulate brain plasticity and function.</td>
</tr>
<tr>
<td align="left" valign="top">Wan et al. (2022) (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Atrophy of hippocampal subregions &#x2193;</td>
<td align="left" valign="top">Baduanjin exercise intervention slowed the atrophy of hippocampal subregions, including the left parasubiculum, left HATA, right CA1 and right presubiculum, suggesting that its effect on improving cognitive frailty may be related to the structural plasticity changes of the hippocampal subregion.</td>
</tr>
<tr>
<td align="left" valign="top">Lin et al. (2023) (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">Cerebral blood flow perfusion&#x2191;</td>
<td align="left" valign="top">Baduanjin training had a positive effect on cerebral blood flow, increasing PSV, MBFV and EDV in right middle cerebral artery, PSV in left middle cerebral artery, and MBFV and EDV in basilar artery, suggesting possible mechanisms for improvement of cognitive and physical function.</td>
</tr>
<tr>
<td align="left" valign="top">Ye et al. (2024) (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="top">Baduanjin exercise</td>
<td align="left" valign="top">MDA&#x2193;, 8-iso-PGF2&#x03B1; &#x2193;, SOD &#x2191;</td>
<td align="left" valign="top">Baduanjin exercise may improve physical frailty and cognitive function in community-dwelling older adults with cognitive frailty by modulating oxidative stress and inflammation, through reducing pro-oxidative markers levels (MDA, 8-iso-PGF2&#x03B1;), increasing the activity of antioxidant marker SOD, and regulating the levels of inflammatory cytokines (IFN-<italic>&#x03B3;</italic>, IL-2, IL-4).</td>
</tr>
<tr>
<td align="left" valign="top">Yang et al. (2023) (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="top">Baduanjin exercise combined with cognitive training</td>
<td align="left" valign="top">HbA1c&#x2193;</td>
<td align="left" valign="top">Baduanjin exercise combined cognitive training can slow down the decline of cognitive function in the aged patients with diabetes, improve their physical weakness, and reduce their blood sugar level.</td>
</tr>
<tr>
<td align="left" valign="top">Liao et al. (2025) (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="top">Boxing-cycling dual-task training</td>
<td align="left" valign="top">HbO&#x2193;</td>
<td align="left" valign="top">The mechanism by which boxing-cycling dual-task training impacts cognitive frailty involves changes in prefrontal cortex activation. This training modality effectively reduces activation in the prefrontal cortex, thereby enhancing neural efficiency and improving cognitive function.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x201C;&#x2191;&#x201D;: Increased or improved; &#x201C;&#x2193;&#x201D;: Reduced or slowed; &#x201C;&#x2192;&#x201D;: Irrelevant.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec24">
<label>4</label>
<title>Discussion</title>
<p>This scoping review employs a multidimensional integration framework linking &#x201C;exercise formats-mechanisms-health outcomes&#x201D; to systematically reveal the synergistic network through which exercise interventions improve cognitive frailty. Results indicate that despite significant variations in exercise intervention types, diagnostic criteria, and outcome measures, exercise demonstrates substantial potential in enhancing cognitive function, physical health, overall quality of life, and mental health among older adults with cognitive frailty. However, current exercise interventions are constrained by inconsistent diagnostic criteria, insufficient long-term adherence, and fragmented intervention measures. Therefore, leveraging digital health technologies to explore personalized exercise dosing, real-time feedback, and sustainable supervision is crucial for achieving precision and individualization in the prevention and treatment of cognitive frailty.</p>
<sec id="sec25">
<label>4.1</label>
<title>Promote the diversification of intervention formats and enhance the sustainability of intervention measures</title>
<p>Regarding exercise intervention formats, they are primarily categorized into offline and blended online-offline approaches. Face-to-face offline interventions demonstrate significant advantages in real-time guidance and structured supervision, aiding in the prevention of fall risks (<xref ref-type="bibr" rid="ref23">23</xref>). Furthermore, offline interventions maintain robust social interaction support, enhancing psychological belonging (<xref ref-type="bibr" rid="ref22">22</xref>). However, limitations in accessibility and long-term monitoring may arise due to geographical and temporal constraints. Against this backdrop, digital technology&#x2014;leveraging powerful exercise parameter analysis, real-time remote guidance capabilities, and immersive application scenarios&#x2014;has deeply integrated into exercise interventions, offering a more effective and sustainable practice paradigm for improving cognitive frailty in older adults. Although digital exercise offers unique advantages in quantifying movement data, enhancing training motivation, and overcoming temporal and spatial constraints, barriers remain in widespread adoption and long-term efficacy validation. This stems from the fact that digital exercise programs require participants to engage in sustained self-management at home. In this context, the complexity of digital technology usage may pose learning and acceptance challenges for older adults (<xref ref-type="bibr" rid="ref34">34</xref>), potentially exacerbating their feelings of loneliness (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
<p>Therefore, further efforts should be made to integrate user-friendly digital interfaces, simplify functional designs to meet the needs of diverse populations, and strengthen technology training for older adults, thereby optimizing the acceptability and adaptability of digital technology. Additionally, future efforts should fully integrate online and offline strengths: establishing trust foundations through offline components, then leveraging digital tools for long-term tracking and dynamic adjustments to enhance intervention accessibility and continuity. More importantly, real-time, multidimensional biofeedback systems must be strengthened. By leveraging an integrated framework of &#x201C;exercise formats-mechanisms-health outcomes&#x201D; dynamic models linking exercise parameters, mechanism pathways, and health outcomes should be developed. This will propel digital exercise toward a truly personalized, mechanism-driven intervention paradigm.</p>
</sec>
<sec id="sec26">
<label>4.2</label>
<title>Systematically explore biological mechanisms to advance personalized interventions</title>
<p>The effectiveness of exercise interventions in improving cognitive frailty stems from their underlying biological mechanisms involving multi-pathway, multi-level synergistic effects. Aerobic exercise has been demonstrated to effectively enhance peak oxygen uptake, strengthen cardiopulmonary function, and consequently significantly increase cerebral blood flow while reducing central arterial stiffness (<xref ref-type="bibr" rid="ref35">35</xref>), thereby promoting cognitive function improvement. Resistance training activates the bone-brain axis (<xref ref-type="bibr" rid="ref36">36</xref>), stimulating skeletal muscle to release and upregulate irisin. This process elevates levels of IGF-1 and BDNF, thereby delaying skeletal muscle atrophy and promoting neuroplasticity and cognitive enhancement. Traditional fitness qigong exercises, as mind&#x2013;body exercises integrating intention, breath, and movement, not only mitigate hippocampal subregion atrophy (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref37">37</xref>) and but also induce neurogenesis and synaptic plasticity. Furthermore, it exerts neuroprotective effects by modulating oxidative stress and inflammation through reducing pro-oxidative markers (MDA, 8-iso-PGF2&#x03B1;), enhancing antioxidant enzyme SOD activity, and regulating inflammatory cytokine expression (IFN-<italic>&#x03B3;</italic>, IL-2, IL-4) (<xref ref-type="bibr" rid="ref28">28</xref>). Dual-task training simultaneously influences peripheral metabolism and central nervous system efficiency: peripherally, it reduces HbA1c levels (<xref ref-type="bibr" rid="ref30">30</xref>) and alleviates metabolic stress; centrally, it enhances neural information processing efficiency and improves cognitive function by decreasing oxygenated hemoglobin concentration and activation levels in the prefrontal cortex (<xref ref-type="bibr" rid="ref33">33</xref>). Multicomponent exercise, integrating aerobic exercise, resistance training, and balance training, further generates synergistic benefits across neural (<xref ref-type="bibr" rid="ref21">21</xref>), metabolic (<xref ref-type="bibr" rid="ref22">22</xref>), and immune (<xref ref-type="bibr" rid="ref38">38</xref>) systems.</p>
<p>Collectively, these mechanisms illustrate that exercise interventions improve cognitive frailty not through a single pathway, but via the coordinated regulation of multiple, interconnected biological systems. These pathways span various dimensions, including neural plasticity, modulation of inflammation and oxidative stress, optimization of cerebral blood flow and metabolism, and neurotrophic support, forming a systemic adaptive network characterized by &#x201C;peripheral&#x2013;central&#x2013;behavioral&#x201D; integration. However, the literature included in this review offers limited mechanistic exploration. Only a portion of studies employed biomarker assessments, and objective neuroimaging evidence remains generally lacking. Future research must strengthen neuroimaging and biomarker analyses to identify potential biological targets for personalized interventions.</p>
</sec>
<sec id="sec27">
<label>4.3</label>
<title>Optimize exercise intervention programs to promote comprehensive improvements in health outcomes</title>
<p>The studies included in this review indicate that exercise interventions for cognitively frail older adults encompass diverse approaches. Due to variations in intervention content and delivery, the effectiveness of exercise interventions in improving cognitive frailty among older adults also differs. Even among studies employing identical exercise programs, this review observed divergent intervention outcomes. Yoon et al. (<xref ref-type="bibr" rid="ref18">18</xref>) demonstrated that 16&#x202F;weeks of moderate-intensity high-speed resistance training significantly improved participants&#x2019; processing speed and executive function. Conversely, Wu et al. (<xref ref-type="bibr" rid="ref19">19</xref>) found no significant effect on executive function, potentially due to the low intensity and short duration of their intervention, which may have been insufficient to activate the PI3K-AKT&#x2013;mTOR pathway, thereby limiting adaptive remodeling in muscle and neural cells (<xref ref-type="bibr" rid="ref39">39</xref>). In contrast, dual-task training (<xref ref-type="bibr" rid="ref30 ref31 ref32 ref33">30&#x2013;33</xref>)&#x2014;by incorporating detailed motor parameters and simultaneously engaging peripheral and central systems&#x2014;not only enhances coordination between physical activity and cognitive tasks but also accelerates cognitive switching speed, thereby boosting the brain&#x2019;s adaptability and flexibility. Traditional fitness qigong exercises (<xref ref-type="bibr" rid="ref25 ref26 ref27 ref28 ref29 ref30">25&#x2013;30</xref>), as the primary exercise type for improving cognitive frailty, demonstrated more significant simultaneous improvements in both physical and mental health compared to single-modality aerobic exercise (<xref ref-type="bibr" rid="ref17">17</xref>) and resistance training (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>). This may be attributed to its emphasis on the holistic coordination mechanism of &#x201C;regulating the body, regulating the breath, and regulating the mind,&#x201D; which integrates functional restoration with psychological regulation. Consequently, it demonstrates unique intervention advantages across multidimensional health outcomes.</p>
<p>Although these findings align with existing research (<xref ref-type="bibr" rid="ref40">40</xref>), supporting the positive association between exercise dosage, intensity, and pattern diversity with cognitive function. However, our review reveals significant variability in the design of current exercise intervention parameters&#x2014;including intensity, frequency, and duration&#x2014;lacking systematicity and comprehensiveness. This limitation constrains the potential for greater improvement in cognitive frailty. Therefore, future exercise intervention designs should thoroughly explore optimal training ratios and progression models within consistent intervention frameworks. This approach will enable the optimization of exercise content and load, thereby promoting comprehensive improvements in patient health outcomes.</p>
</sec>
<sec id="sec28">
<label>4.4</label>
<title>Limitations and future directions</title>
<p>Despite highlighting the positive role of exercise interventions in improving cognitive frailty, this review also acknowledges several limitations in the current evidence. First, most of the included studies were conducted in China, with limited representation from other regions, and generally featured small sample sizes, which may constrain the generalizability of the results. Therefore, future research should employ cross-cultural, multicenter, large-scale randomized controlled trials to validate the feasibility and applicability of different intervention protocols.</p>
<p>Second, the studies included in the review employed diverse diagnostic criteria and measurement tools. Although all reported significant improvements in cognitive frailty following exercise interventions, there was no uniformity in the target populations or settings. Furthermore, insufficient research exists on mental health outcomes, thereby undermining the standardization and comparability of findings. Future efforts should establish standardized diagnostic and assessment systems. This should involve integrating objective criteria to unify evaluation tools and applicable standards across different research settings, while strengthening the measurement of multifaceted health outcomes. Such measures will ensure the comparability, applicability, and practical utility of research findings.</p>
<p>Third, existing studies predominantly employ screening scales as primary outcome measures, with only a few incorporating biomarkers for corroboration, yet evidence remains limited. Future efforts should focus on developing a multidimensional, integrated assessment framework that organically combines functional screening, biomarkers, and multimodal neuroimaging to comprehensively elucidate intervention effects and underlying mechanisms.</p>
<p>Moreover, the integration of digital technology into exercise interventions remains relatively underdeveloped. Moving forward, we should fully leverage the potential of digital tools, relying on multidimensional bioinformation integration and real-time feedback technologies to continuously analyze and model participants&#x2019; exercise data. This will enable dynamic optimization of exercise programs, delivering precision and personalization in interventions.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec29">
<label>5</label>
<title>Conclusion</title>
<p>This scoping review integrates the multidimensional &#x201C;exercise formats-mechanisms-health outcomes&#x201D; framework to comprehensively elucidate the efficacy and mechanistic evidence of exercise interventions in improving cognitive frailty. Results indicate that despite variations in exercise intervention models, diverse forms of exercise demonstrate significant potential in enhancing physical function, cognitive performance, and quality of life among older adults with cognitive frailty. This potential is evident not only in traditional exercise formats but is further extended through the integration of digital technologies such as virtual reality and mobile health, offering novel pathways for intervention. Simultaneously, we identified that diverse exercise modalities can improve cognitive frailty in older adults through multi-level biological mechanisms, characterized by multi-system coordination and spatiotemporal dynamic coupling. In summary, by critically synthesizing the existing evidence on the impact of exercise interventions on cognitive frailty, this review provides systematic insights to advance the field. Future research should be grounded in digital health technologies and employ multicenter, large-sample randomized controlled trials to verify the long-term effects and core mechanisms of exercise interventions.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec30">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec31">
<title>Author contributions</title>
<p>XH: Investigation, Conceptualization, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Data curation. YJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation, Data curation. LM: Project administration, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. BZ: Project administration, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. LZ: Supervision, Funding acquisition, Writing &#x2013; review &#x0026; editing, Conceptualization, Visualization.</p>
</sec>
<sec sec-type="COI-statement" id="sec32">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec33">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec34">
<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>
<sec sec-type="supplementary-material" id="sec35">
<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/fpubh.2025.1738522/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2025.1738522/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kelaiditi</surname><given-names>E</given-names></name> <name><surname>Cesari</surname><given-names>M</given-names></name> <name><surname>Canevelli</surname><given-names>M</given-names></name> <name><surname>van Kan</surname><given-names>GA</given-names></name> <name><surname>Ousset</surname><given-names>PJ</given-names></name> <name><surname>Gillette-Guyonnet</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Cognitive frailty: rational and definition from an (I.A.N.A./I.A.G.G.) international consensus group</article-title>. <source>J Nutr Health Aging</source>. (<year>2013</year>) <volume>17</volume>:<fpage>726</fpage>&#x2013;<lpage>34</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12603-013-0367-2</pub-id></mixed-citation></ref>
<ref id="ref2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname><given-names>H</given-names></name> <name><surname>Lang</surname><given-names>J</given-names></name> <name><surname>Li</surname><given-names>C</given-names></name> <name><surname>Eftekhariranjbar</surname><given-names>S</given-names></name> <name><surname>Jiang</surname><given-names>G</given-names></name> <name><surname>Lei</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Cognitive frailty and cardiometabolic risk in middle-aged and older adults: evidence from the UK and China</article-title>. <source>Aging Clin Exp Res</source>. (<year>2025</year>) <volume>37</volume>:<fpage>269</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s40520-025-03179-1</pub-id>, <pub-id pub-id-type="pmid">40906260</pub-id></mixed-citation></ref>
<ref id="ref3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Facal</surname><given-names>D</given-names></name> <name><surname>Maseda</surname><given-names>A</given-names></name> <name><surname>Pereiro</surname><given-names>AX</given-names></name> <name><surname>Gandoy-Crego</surname><given-names>M</given-names></name> <name><surname>Lorenzo-L&#x00F3;pez</surname><given-names>L</given-names></name> <name><surname>Yanguas</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Cognitive frailty: a conceptual systematic review and an operational proposal for future research</article-title>. <source>Maturitas</source>. (<year>2019</year>) <volume>121</volume>:<fpage>48</fpage>&#x2013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.maturitas.2018.12.006</pub-id>, <pub-id pub-id-type="pmid">30704565</pub-id></mixed-citation></ref>
<ref id="ref4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tsutsumimoto</surname><given-names>K</given-names></name> <name><surname>Doi</surname><given-names>T</given-names></name> <name><surname>Nakakubo</surname><given-names>S</given-names></name> <name><surname>Kim</surname><given-names>M</given-names></name> <name><surname>Kurita</surname><given-names>S</given-names></name> <name><surname>Ishii</surname><given-names>H</given-names></name> <etal/></person-group>. <article-title>Cognitive frailty: rational and definition from an (I.A.N.A./I.A.G.G.) international consensus group</article-title>. <source>J Nutr Health Aging</source>. (<year>2020</year>) <volume>24</volume>:<fpage>494</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12603-020-1365-9</pub-id></mixed-citation></ref>
<ref id="ref5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>Z</given-names></name> <name><surname>Lin</surname><given-names>L</given-names></name> <name><surname>Zuo</surname><given-names>S</given-names></name> <name><surname>Ye</surname><given-names>C</given-names></name> <name><surname>Huang</surname><given-names>X</given-names></name> <name><surname>Xu</surname><given-names>Y</given-names></name></person-group>. <article-title>Prevalence of cognitive frailty among Chinese older adults: a systematic review and meta-analysis</article-title>. <source>Gen Hosp Psychiatry</source>. (<year>2025</year>) <volume>96</volume>:<fpage>156</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.genhosppsych.2025.07.008</pub-id>, <pub-id pub-id-type="pmid">40674778</pub-id></mixed-citation></ref>
<ref id="ref6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ruan</surname><given-names>Q</given-names></name> <name><surname>Yu</surname><given-names>Z</given-names></name> <name><surname>Chen</surname><given-names>M</given-names></name> <name><surname>Bao</surname><given-names>Z</given-names></name> <name><surname>Li</surname><given-names>J</given-names></name> <name><surname>He</surname><given-names>W</given-names></name></person-group>. <article-title>Cognitive frailty, a novel target for the prevention of elderly dependency</article-title>. <source>Ageing Res Rev</source>. (<year>2015</year>) <volume>20</volume>:<fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.arr.2014.12.004</pub-id>, <pub-id pub-id-type="pmid">25555677</pub-id></mixed-citation></ref>
<ref id="ref7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liang</surname><given-names>JH</given-names></name> <name><surname>Xu</surname><given-names>Y</given-names></name> <name><surname>Lin</surname><given-names>L</given-names></name> <name><surname>Jia</surname><given-names>RX</given-names></name> <name><surname>Zhang</surname><given-names>HB</given-names></name> <name><surname>Hang</surname><given-names>L</given-names></name></person-group>. <article-title>Comparison of multiple interventions for older adults with Alzheimer disease or mild cognitive impairment: a PRISMA-compliant network meta-analysis</article-title>. <source>Medicine</source>. (<year>2018</year>) <volume>97</volume>:<fpage>e10744</fpage>. doi: <pub-id pub-id-type="doi">10.1097/md.0000000000010744</pub-id>, <pub-id pub-id-type="pmid">29768349</pub-id></mixed-citation></ref>
<ref id="ref8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gong</surname><given-names>XG</given-names></name> <name><surname>Wang</surname><given-names>LP</given-names></name> <name><surname>Yang</surname><given-names>LL</given-names></name> <name><surname>Liu</surname><given-names>F</given-names></name> <name><surname>Zhang</surname><given-names>DN</given-names></name> <name><surname>Zhang</surname><given-names>AY</given-names></name></person-group>. <article-title>Effects of Baduanjin exercise on cognitive impairment in older adults: a systematic review and meta-analysis</article-title>. <source>Front Public Health</source>. (<year>2025</year>) <volume>13</volume>:<fpage>1586011</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpubh.2025.1586011</pub-id>, <pub-id pub-id-type="pmid">40678632</pub-id></mixed-citation></ref>
<ref id="ref9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yuan</surname><given-names>Y</given-names></name> <name><surname>Wang</surname><given-names>S</given-names></name> <name><surname>Zhou</surname><given-names>C</given-names></name> <name><surname>Zhang</surname><given-names>A</given-names></name> <name><surname>Zhang</surname><given-names>S</given-names></name> <name><surname>Wang</surname><given-names>Y</given-names></name></person-group>. <article-title>Effects of exercise interventions on cognition, physical function and quality of life among older adults with cognitive frailty: a systematic review and meta-analysis</article-title>. <source>Geriatric Nurs (New York, NY)</source>. (<year>2025</year>) <volume>62</volume>:<fpage>96</fpage>&#x2013;<lpage>107</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.gerinurse.2025.01.006</pub-id>, <pub-id pub-id-type="pmid">39889512</pub-id></mixed-citation></ref>
<ref id="ref10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>Y</given-names></name> <name><surname>Zhang</surname><given-names>Y</given-names></name> <name><surname>Li</surname><given-names>X</given-names></name> <name><surname>Du</surname><given-names>Z</given-names></name></person-group>. <article-title>Effects of exercise interventions on physical function, cognitive function and quality of life of frail older adults in nursing homes: a systematic review and meta-analysis</article-title>. <source>Front Psychol</source>. (<year>2025</year>) <volume>16</volume>:<fpage>1679734</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2025.1679734</pub-id>, <pub-id pub-id-type="pmid">40978256</pub-id></mixed-citation></ref>
<ref id="ref11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Grannell</surname><given-names>A</given-names></name> <name><surname>Hallson</surname><given-names>H</given-names></name> <name><surname>Gunlaugsson</surname><given-names>B</given-names></name> <name><surname>Jonsson</surname><given-names>H</given-names></name></person-group>. <article-title>Exercise therapy as a digital therapeutic for chronic disease management: consideration for clinical product development</article-title>. <source>Front Digit Health</source>. (<year>2023</year>) <volume>5</volume>:<fpage>1250979</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fdgth.2023.1250979</pub-id>, <pub-id pub-id-type="pmid">38173910</pub-id></mixed-citation></ref>
<ref id="ref12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gooch</surname><given-names>HJ</given-names></name> <name><surname>Jarvis</surname><given-names>KA</given-names></name> <name><surname>Stockley</surname><given-names>RC</given-names></name></person-group>. <article-title>Behavior change approaches in digital technology-based physical rehabilitation interventions following stroke: scoping review</article-title>. <source>J Med Internet Res</source>. (<year>2024</year>) <volume>26</volume>:<fpage>e48725</fpage>. doi: <pub-id pub-id-type="doi">10.2196/48725</pub-id>, <pub-id pub-id-type="pmid">38656777</pub-id></mixed-citation></ref>
<ref id="ref13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>Y</given-names></name> <name><surname>Chang</surname><given-names>F</given-names></name> <name><surname>Zhang</surname><given-names>W</given-names></name> <name><surname>Ren</surname><given-names>Z</given-names></name> <name><surname>Chen</surname><given-names>Y</given-names></name> <name><surname>Liu</surname><given-names>Z</given-names></name></person-group>. <article-title>Behavior change strategies in digital exercise interventions for adolescent idiopathic scoliosis: scoping review</article-title>. <source>J Med Internet Res</source>. (<year>2025</year>) <volume>27</volume>:<fpage>e66981</fpage>. doi: <pub-id pub-id-type="doi">10.2196/66981</pub-id>, <pub-id pub-id-type="pmid">40957016</pub-id></mixed-citation></ref>
<ref id="ref14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Peters</surname><given-names>MDJ</given-names></name> <name><surname>Marnie</surname><given-names>C</given-names></name> <name><surname>Tricco</surname><given-names>AC</given-names></name> <name><surname>Pollock</surname><given-names>D</given-names></name> <name><surname>Munn</surname><given-names>Z</given-names></name> <name><surname>Alexander</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Updated methodological guidance for the conduct of scoping reviews</article-title>. <source>JBI Evid Synth</source>. (<year>2020</year>) <volume>18</volume>:<fpage>2119</fpage>&#x2013;<lpage>26</lpage>. doi: <pub-id pub-id-type="doi">10.11124/jbies-20-00167</pub-id>, <pub-id pub-id-type="pmid">33038124</pub-id></mixed-citation></ref>
<ref id="ref15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tricco</surname><given-names>AC</given-names></name> <name><surname>Lillie</surname><given-names>E</given-names></name> <name><surname>Zarin</surname><given-names>W</given-names></name> <name><surname>O'Brien</surname><given-names>KK</given-names></name> <name><surname>Colquhoun</surname><given-names>H</given-names></name> <name><surname>Levac</surname><given-names>D</given-names></name> <etal/></person-group>. <article-title>PRISMA extension for scoping reviews (PRISMA-ScR): checklist and explanation</article-title>. <source>Ann Intern Med</source>. (<year>2018</year>) <volume>169</volume>:<fpage>467</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.7326/m18-0850</pub-id>, <pub-id pub-id-type="pmid">30178033</pub-id></mixed-citation></ref>
<ref id="ref16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hong</surname><given-names>QN</given-names></name> <name><surname>F&#x00E0;bregues</surname><given-names>S</given-names></name> <name><surname>Bartlett</surname><given-names>G</given-names></name> <name><surname>Boardman</surname><given-names>F</given-names></name> <name><surname>Cargo</surname><given-names>M</given-names></name> <name><surname>Dagenais</surname><given-names>P</given-names></name> <etal/></person-group>. <article-title>The mixed methods appraisal tool (MMAT) version 2018 for information professionals and researchers</article-title>. <source>Educ Inf</source>. (<year>2018</year>) <volume>34</volume>:<fpage>285</fpage>&#x2013;<lpage>91</lpage>. doi: <pub-id pub-id-type="doi">10.3233/efi-180221</pub-id></mixed-citation></ref>
<ref id="ref17"><label>17.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kwan</surname><given-names>RY</given-names></name> <name><surname>Lee</surname><given-names>D</given-names></name> <name><surname>Lee</surname><given-names>PH</given-names></name> <name><surname>Tse</surname><given-names>M</given-names></name> <name><surname>Cheung</surname><given-names>DS</given-names></name> <name><surname>Thiamwong</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Effects of an mHealth brisk walking intervention on increasing physical activity in older people with cognitive frailty: pilot randomized controlled trial</article-title>. <source>JMIR Mhealth Uhealth</source>. (<year>2020</year>) <volume>8</volume>:<fpage>e16596</fpage>. doi: <pub-id pub-id-type="doi">10.2196/16596</pub-id>, <pub-id pub-id-type="pmid">32735218</pub-id></mixed-citation></ref>
<ref id="ref18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yoon</surname><given-names>DH</given-names></name> <name><surname>Lee</surname><given-names>JY</given-names></name> <name><surname>Song</surname><given-names>W</given-names></name></person-group>. <article-title>Effects of resistance exercise training on cognitive function and physical performance in cognitive frailty: a randomized controlled trial</article-title>. <source>J Nutr Health Aging</source>. (<year>2018</year>) <volume>22</volume>:<fpage>944</fpage>&#x2013;<lpage>51</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12603-018-1090-9</pub-id>, <pub-id pub-id-type="pmid">30272098</pub-id></mixed-citation></ref>
<ref id="ref19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname><given-names>T</given-names></name> <name><surname>Wang</surname><given-names>X</given-names></name> <name><surname>Xu</surname><given-names>Y</given-names></name> <name><surname>Zhang</surname><given-names>C</given-names></name> <name><surname>Huang</surname><given-names>M</given-names></name> <name><surname>Li</surname><given-names>H</given-names></name></person-group>. <article-title>The effect of resistance training for older adults with cognitive frailty: a randomized controlled trial</article-title>. <source>BMC Geriatr</source>. (<year>2025</year>) <volume>25</volume>:<fpage>681</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12877-025-06311-y</pub-id>, <pub-id pub-id-type="pmid">40898138</pub-id></mixed-citation></ref>
<ref id="ref20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>Z</given-names></name> <name><surname>Hsu</surname><given-names>FC</given-names></name> <name><surname>Trombetti</surname><given-names>A</given-names></name> <name><surname>King</surname><given-names>AC</given-names></name> <name><surname>Liu</surname><given-names>CK</given-names></name> <name><surname>Manini</surname><given-names>TM</given-names></name> <etal/></person-group>. <article-title>Effect of 24-month physical activity on cognitive frailty and the role of inflammation: the LIFE randomized clinical trial</article-title>. <source>BMC Med</source>. (<year>2018</year>) <volume>16</volume>:<fpage>185</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12916-018-1174-8</pub-id>, <pub-id pub-id-type="pmid">30352583</pub-id></mixed-citation></ref>
<ref id="ref21"><label>21.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ye</surname><given-names>M</given-names></name> <name><surname>Li</surname><given-names>S</given-names></name> <name><surname>Zhu</surname><given-names>Z</given-names></name> <name><surname>Zhu</surname><given-names>H</given-names></name></person-group>. <article-title>Effect of a multicomponent exercise prescription in elderly patients with cognitive frailty</article-title>. <source>Chin Gen Pract</source>. (<year>2021</year>) <volume>24</volume>:<fpage>460</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.12114/j.issn.1007-9572.2021.00.015</pub-id></mixed-citation></ref>
<ref id="ref22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>X</given-names></name> <name><surname>Zhao</surname><given-names>L</given-names></name> <name><surname>Liu</surname><given-names>Y</given-names></name> <name><surname>Zhou</surname><given-names>Z</given-names></name> <name><surname>Zhang</surname><given-names>H</given-names></name> <name><surname>Wei</surname><given-names>D</given-names></name> <etal/></person-group>. <article-title>Otago exercise programme for physical function and mental health among older adults with cognitive frailty during COVID-19: a randomised controlled trial</article-title>. <source>J Clin Nurs</source>. (<year>2021</year>) <volume>34</volume>. doi: <pub-id pub-id-type="doi">10.1111/jocn.15964</pub-id>, <pub-id pub-id-type="pmid">34289524</pub-id></mixed-citation></ref>
<ref id="ref23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Falck</surname><given-names>RS</given-names></name> <name><surname>Hsu</surname><given-names>CL</given-names></name> <name><surname>Davis</surname><given-names>JC</given-names></name> <name><surname>Rice</surname><given-names>J</given-names></name> <name><surname>Dao</surname><given-names>E</given-names></name> <name><surname>Dian</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Effect of a home-based exercise program on subsequent falls among community-dwelling older adults with cognitive frailty: a sub-group analysis of a randomized controlled trial</article-title>. <source>Maturitas</source>. (<year>2025</year>) <volume>191</volume>:<fpage>108151</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.maturitas.2024.108151</pub-id>, <pub-id pub-id-type="pmid">39561465</pub-id></mixed-citation></ref>
<ref id="ref24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>YZ</given-names></name> <name><surname>Lin</surname><given-names>CF</given-names></name> <name><surname>Yang</surname><given-names>HL</given-names></name> <name><surname>Jin</surname><given-names>G</given-names></name> <name><surname>Chiu</surname><given-names>HL</given-names></name></person-group>. <article-title>Effects of exergaming on cognitive functions and loneliness of older adults with cognitive frailty</article-title>. <source>Int J Geriatr Psychiatry</source>. (<year>2023</year>) <volume>38</volume>:<fpage>e5944</fpage>. doi: <pub-id pub-id-type="doi">10.1002/gps.5944</pub-id>, <pub-id pub-id-type="pmid">37260087</pub-id></mixed-citation></ref>
<ref id="ref25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jiayuan</surname><given-names>Z</given-names></name> <name><surname>Xiang-Zi</surname><given-names>J</given-names></name> <name><surname>Li-Na</surname><given-names>M</given-names></name> <name><surname>Jin-Wei</surname><given-names>Y</given-names></name> <name><surname>Xue</surname><given-names>Y</given-names></name></person-group>. <article-title>Effects of mindfulness-based tai chi Chuan on physical performance and cognitive function among cognitive frailty older adults: a six-month follow-up of a randomized controlled trial</article-title>. <source>J Prev Alzheimers Dis</source>. (<year>2022</year>) <volume>9</volume>:<fpage>104</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.14283/jpad.2021.40</pub-id>, <pub-id pub-id-type="pmid">35098980</pub-id></mixed-citation></ref>
<ref id="ref26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wan</surname><given-names>M</given-names></name> <name><surname>Xia</surname><given-names>R</given-names></name> <name><surname>Lin</surname><given-names>H</given-names></name> <name><surname>Ye</surname><given-names>Y</given-names></name> <name><surname>Qiu</surname><given-names>P</given-names></name> <name><surname>Zheng</surname><given-names>G</given-names></name></person-group>. <article-title>Baduanjin exercise modulates the hippocampal subregion structure in community-dwelling older adults with cognitive frailty</article-title>. <source>Front Aging Neurosci</source>. (<year>2022</year>) <volume>14</volume>:<fpage>956273</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnagi.2022.956273</pub-id>, <pub-id pub-id-type="pmid">36600804</pub-id></mixed-citation></ref>
<ref id="ref27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname><given-names>H</given-names></name> <name><surname>Ye</surname><given-names>Y</given-names></name> <name><surname>Wan</surname><given-names>M</given-names></name> <name><surname>Qiu</surname><given-names>P</given-names></name> <name><surname>Xia</surname><given-names>R</given-names></name> <name><surname>Zheng</surname><given-names>G</given-names></name></person-group>. <article-title>Effect of Baduanjin exercise on cerebral blood flow and cognitive frailty in the community older adults with cognitive frailty: a randomized controlled trial</article-title>. <source>J Exerc Sci Fit</source>. (<year>2023</year>) <volume>21</volume>:<fpage>131</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jesf.2022.12.001</pub-id>, <pub-id pub-id-type="pmid">36606263</pub-id></mixed-citation></ref>
<ref id="ref28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ye</surname><given-names>Y</given-names></name> <name><surname>Wan</surname><given-names>M</given-names></name> <name><surname>Lin</surname><given-names>H</given-names></name> <name><surname>Xia</surname><given-names>R</given-names></name> <name><surname>He</surname><given-names>J</given-names></name> <name><surname>Qiu</surname><given-names>P</given-names></name> <etal/></person-group>. <article-title>Effects of Baduanjin exercise on cognitive frailty, oxidative stress, and chronic inflammation in older adults with cognitive frailty: a randomized controlled trial</article-title>. <source>Front Public Health</source>. (<year>2024</year>) <volume>12</volume>:<fpage>1385542</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpubh.2024.1385542</pub-id>, <pub-id pub-id-type="pmid">38846613</pub-id></mixed-citation></ref>
<ref id="ref29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>X</given-names></name> <name><surname>Wu</surname><given-names>J</given-names></name> <name><surname>Zhang</surname><given-names>H</given-names></name> <name><surname>Zheng</surname><given-names>G</given-names></name></person-group>. <article-title>Effect of Baduanjin exercise on executive function in older adults with cognitive frailty: a randomized controlled trial</article-title>. <source>Clin Rehabil</source>. (<year>2024</year>) <volume>38</volume>:<fpage>510</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1177/02692155231215891</pub-id>, <pub-id pub-id-type="pmid">38092741</pub-id></mixed-citation></ref>
<ref id="ref30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>L</given-names></name> <name><surname>Wang</surname><given-names>X</given-names></name> <name><surname>Yan</surname><given-names>H</given-names></name></person-group>. <article-title>Intervention of Baduanjin combined with cognitive training on cognitive frailty in elderly diabetic patients:a clinical study</article-title>. <source>Chin Gen Pract</source>. (<year>2023</year>) <volume>26</volume>:<fpage>2848</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.12114/j.issn.1007-9572.2023.0148</pub-id></mixed-citation></ref>
<ref id="ref31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kwan</surname><given-names>RYC</given-names></name> <name><surname>Liu</surname><given-names>JYW</given-names></name> <name><surname>Fong</surname><given-names>KNK</given-names></name> <name><surname>Qin</surname><given-names>J</given-names></name> <name><surname>Leung</surname><given-names>PK</given-names></name> <name><surname>Sin</surname><given-names>OSK</given-names></name> <etal/></person-group>. <article-title>Feasibility and effects of virtual reality motor-cognitive training in community-dwelling older people with cognitive frailty: pilot randomized controlled trial</article-title>. <source>JMIR Serious Games</source>. (<year>2021</year>) <volume>9</volume>:<fpage>e28400</fpage>. doi: <pub-id pub-id-type="doi">10.2196/28400</pub-id>, <pub-id pub-id-type="pmid">34383662</pub-id></mixed-citation></ref>
<ref id="ref32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lai</surname><given-names>X</given-names></name> <name><surname>Zhu</surname><given-names>H</given-names></name> <name><surname>Cai</surname><given-names>Y</given-names></name> <name><surname>Chen</surname><given-names>B</given-names></name> <name><surname>Li</surname><given-names>Y</given-names></name> <name><surname>Du</surname><given-names>H</given-names></name> <etal/></person-group>. <article-title>Effects of exercise-cognitive dual-task training on cognitive frailty in older adults: a randomized controlled trial</article-title>. <source>Front Aging Neurosci</source>. (<year>2025</year>) <volume>17</volume>:<fpage>1639245</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnagi.2025.1639245</pub-id>, <pub-id pub-id-type="pmid">41035820</pub-id></mixed-citation></ref>
<ref id="ref33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname><given-names>YY</given-names></name> <name><surname>Hsu</surname><given-names>WC</given-names></name> <name><surname>Wang</surname><given-names>KC</given-names></name> <name><surname>Liu</surname><given-names>CL</given-names></name> <name><surname>Tseng</surname><given-names>WY</given-names></name> <name><surname>Lin</surname><given-names>YJ</given-names></name></person-group>. <article-title>Effects of interactive boxing-cycling on dual-task walking and prefrontal cortex activation in older adults with cognitive frailty: a randomized controlled trial</article-title>. <source>Geriatric Nurs (New York, NY).</source> (<year>2025</year>) <volume>61</volume>:<fpage>654</fpage>&#x2013;<lpage>61</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.gerinurse.2024.12.010</pub-id>, <pub-id pub-id-type="pmid">39798411</pub-id></mixed-citation></ref>
<ref id="ref34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname><given-names>JY</given-names></name> <name><surname>Yu</surname><given-names>H</given-names></name> <name><surname>Kwon</surname><given-names>YE</given-names></name> <name><surname>Do</surname><given-names>JG</given-names></name> <name><surname>Hwang</surname><given-names>JH</given-names></name></person-group>. <article-title>Feasibility of digital technology-supported home exercise intervention for health promotion in community-dwelling older adults: a pilot randomized controlled trial</article-title>. <source>Heliyon</source>. (<year>2024</year>) <volume>10</volume>:<fpage>e24933</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.heliyon.2024.e24933</pub-id>, <pub-id pub-id-type="pmid">38333828</pub-id></mixed-citation></ref>
<ref id="ref35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tomoto</surname><given-names>T</given-names></name> <name><surname>Verma</surname><given-names>A</given-names></name> <name><surname>Kostroske</surname><given-names>K</given-names></name> <name><surname>Tarumi</surname><given-names>T</given-names></name> <name><surname>Patel</surname><given-names>NR</given-names></name> <name><surname>Pasha</surname><given-names>EP</given-names></name> <etal/></person-group>. <article-title>One-year aerobic exercise increases cerebral blood flow in cognitively normal older adults</article-title>. <source>J Cereb Blood Flow Metab</source>. (<year>2023</year>) <volume>43</volume>:<fpage>404</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.1177/0271678x221133861</pub-id>, <pub-id pub-id-type="pmid">36250505</pub-id></mixed-citation></ref>
<ref id="ref36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>F</given-names></name> <name><surname>Zhang</surname><given-names>W</given-names></name></person-group>. <article-title>Research progress in Alzheimer's disease and bone-brain axis</article-title>. <source>Ageing Res Rev</source>. (<year>2024</year>) <volume>98</volume>:<fpage>102341</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.arr.2024.102341</pub-id>, <pub-id pub-id-type="pmid">38759893</pub-id></mixed-citation></ref>
<ref id="ref37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jasim</surname><given-names>N</given-names></name> <name><surname>Balakirishnan</surname><given-names>D</given-names></name> <name><surname>Zhang</surname><given-names>H</given-names></name> <name><surname>Steiner-Lim</surname><given-names>GZ</given-names></name> <name><surname>Karamacoska</surname><given-names>D</given-names></name> <name><surname>Yang</surname><given-names>GY</given-names></name></person-group>. <article-title>Effects and mechanisms of tai chi on mild cognitive impairment and early-stage dementia: a scoping review</article-title>. <source>Syst Rev</source>. (<year>2023</year>) <volume>12</volume>:<fpage>200</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13643-023-02358-3</pub-id>, <pub-id pub-id-type="pmid">37891692</pub-id></mixed-citation></ref>
<ref id="ref38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rond&#x00E3;o</surname><given-names>CAM</given-names></name> <name><surname>Mota</surname><given-names>MP</given-names></name> <name><surname>Oliveira</surname><given-names>MM</given-names></name> <name><surname>Peixoto</surname><given-names>F</given-names></name> <name><surname>Esteves</surname><given-names>D</given-names></name></person-group>. <article-title>Multicomponent exercise program effects on fitness and cognitive function of elderlies with mild cognitive impairment: involvement of oxidative stress and BDNF</article-title>. <source>Front Aging Neurosci</source>. (<year>2022</year>) <volume>14</volume>:<fpage>950937</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnagi.2022.950937</pub-id>, <pub-id pub-id-type="pmid">36092805</pub-id></mixed-citation></ref>
<ref id="ref39"><label>39.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Deane</surname><given-names>CS</given-names></name> <name><surname>Cox</surname><given-names>J</given-names></name> <name><surname>Atherton</surname><given-names>PJ</given-names></name></person-group>. <article-title>Critical variables regulating age-related anabolic responses to protein nutrition in skeletal muscle</article-title>. <source>Front Nutr</source>. (<year>2024</year>) <volume>11</volume>:<fpage>1419229</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnut.2024.1419229</pub-id>, <pub-id pub-id-type="pmid">39166128</pub-id></mixed-citation></ref>
<ref id="ref40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Voelcker-Rehage</surname><given-names>C</given-names></name> <name><surname>Niemann</surname><given-names>C</given-names></name></person-group>. <article-title>Structural and functional brain changes related to different types of physical activity across the life span</article-title>. <source>Neurosci Biobehav Rev</source>. (<year>2013</year>) <volume>37</volume>:<fpage>2268</fpage>&#x2013;<lpage>95</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neubiorev.2013.01.028</pub-id>, <pub-id pub-id-type="pmid">23399048</pub-id></mixed-citation></ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/251117/overview">Ilaria Chirico</ext-link>, University of Bologna, Italy</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/795130/overview">Siti Anom Ahmad</ext-link>, Putra Malaysia University, Malaysia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3169787/overview">Baixia Li</ext-link>, Shenzhen Research Institute of East China University of Technology, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3292198/overview">Jiahong Wang</ext-link>, Soochow University, China</p>
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