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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Hum. Neurosci.</journal-id>
<journal-title>Frontiers in Human Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Hum. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5161</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnhum.2023.1248262</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Human Neuroscience</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: The 24-hour activity cycle and cognitive health: how are physical activity, sedentary behavior, and sleep interactively associated with cognitive health across the lifespan?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Falck</surname> <given-names>Ryan Stanley</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/195665/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu-Ambrose</surname> <given-names>Teresa</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/195637/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Van Uffelen</surname> <given-names>Jannique</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/105098/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Macpherson</surname> <given-names>Helen</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/128868/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Marquez</surname> <given-names>David X.</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/101707/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gardiner</surname> <given-names>Paul</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/967811/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Savelberg</surname> <given-names>Hans H. C. M.</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/650244/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>School of Biomedical Engineering, The University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Aging, Mobility, and Cognitive Neuroscience Laboratory, Department of Physical Therapy, The University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><sup>3</sup><institution>Djavad Mowafaghian Centre for Brain Health, Vancouver Coastal Health Research Institute</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff4"><sup>4</sup><institution>Centre for Aging Solutions for Mobility, Activity, Rehabilitation and Technology (SMART) at Vancouver Coastal Health, Vancouver Coastal Health Research Institute</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Movement Sciences, KU Leuven</institution>, <addr-line>Leuven</addr-line>, <country>Belgium</country></aff>
<aff id="aff6"><sup>6</sup><institution>School of Exercise and Nutrition Sciences, Faculty of Health, Deakin University</institution>, <addr-line>Burwood, NSW</addr-line>, <country>Australia</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Kinesiology and Nutrition, School of Applied Health Sciences, University of Illinois Chicago</institution>, <addr-line>Chicago, IL</addr-line>, <country>United States</country></aff>
<aff id="aff8"><sup>8</sup><institution>School of Public Health, Faculty of Medicine, University of Queensland</institution>, <addr-line>Brisbane, QLD</addr-line>, <country>Australia</country></aff>
<aff id="aff9"><sup>9</sup><institution>Department of Human Biology and Movement Sciences, School of Nutrition and Translational Research in Metabolism, Faculty of Health, Maastricht University</institution>, <addr-line>Maastricht</addr-line>, <country>Netherlands</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Anja Soldan, Johns Hopkins University, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Ryan Stanley Falck <email>ryan.falck&#x00040;ubc.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1248262</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Falck, Liu-Ambrose, Van Uffelen, Macpherson, Marquez, Gardiner and Savelberg.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Falck, Liu-Ambrose, Van Uffelen, Macpherson, Marquez, Gardiner and Savelberg</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/32870/the-24-hour-activity-cycle-and-cognitive-health-how-are-physical-activity-sedentary-behavior-and-sleep-interactively-associated-with-cognitive-health-across-the-lifespan" ext-link-type="uri">Editorial on the Research Topic <article-title>The 24-hour activity cycle and cognitive health: how are physical activity, sedentary behavior, and sleep interactively associated with cognitive health across the lifespan?</article-title></related-article>
<kwd-group>
<kwd>physical activity</kwd>
<kwd>sedentary behavior</kwd>
<kwd>sleep</kwd>
<kwd>cognitive health</kwd>
<kwd>lifespan</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="10"/>
<page-count count="3"/>
<word-count count="1959"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Brain Health and Clinical Neuroscience</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Worldwide, one new case of dementia is detected every 3 s (Alzheimer&#x00027;s Disease International, <xref ref-type="bibr" rid="B1">2015</xref>), with no effective drug therapy available presently. However, up to 40% of global dementia cases can be prevented by modifiable lifestyle factors (Livingston et al., <xref ref-type="bibr" rid="B7">2020</xref>). Identifying effective modifiable lifestyle-strategies are thus not only greatly needed for dementia prevention, but for cognitive health across the lifespan (Landry and Liu-Ambrose, <xref ref-type="bibr" rid="B6">2014</xref>).</p>
<p>Physical activity, sedentary behavior, and sleep are three behaviors in which all humans engage in daily and may play a critical role in maintaining cognitive health (Syv&#x000E4;oja et al., <xref ref-type="bibr" rid="B10">2013</xref>; Mellow et al., <xref ref-type="bibr" rid="B8">2022</xref>). Collectively, these behaviors are referred to as the 24-h activity cycle (24HAC). However, few studies have examined the inter-relationships of these behaviors with cognitive health.</p>
<p>This Research Topic explores how the 24HAC interacts with cognitive health across the lifespan. We now highlight the main findings of each contribution to this article collection.</p></sec>
<sec id="s2">
<title>Main findings</title>
<p>In a longitudinal analysis from the United States of data from the National Institute of Child Health and Human Development (NICHD) Longitudinal Study of Early Child Care and Youth Development (<italic>N</italic> = 1,364), <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnhum.2022.1017598">Ramer et al.</ext-link> examined whether childhood 24HAC behaviors were associated with executive function or academic performance in adolescence. Self-reported sleep quality, recreational screen time, and actigraphy-assessed physical activity were collected during grade 5 when the children were &#x0007E;11 years; executive function and academic performance were collected during grade 9 at age &#x0007E;15 years. Using structural equation modeling, the authors found: (1) adolescent executive functions were negatively affected by greater childhood recreational screen time and positively affected by better sleep quality; and (2) the negative association between childhood recreational screen time and adolescent executive functions were attenuated by greater childhood physical activity. Interestingly, childhood physical activity was negatively associated with adolescent executive functions; however, this relationship was mitigated by greater sleep.</p>
<p>In a cross-sectional study with 76 Japanese community-dwelling adults aged <underline>&#x0003E;</underline> 60 years, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnhum.2022.1018087">Hyodo et al.</ext-link> examined the associations between 24HAC composition and executive functions. Physical activity and sedentary behavior were assessed by hip-worn actigraphy, while sleep duration was indexed using self-report. Using compositional data analysis, the authors found longer time spent in light intensity physical activity was associated with better executive performance. In addition, reallocating 30 min/day of sedentary behavior or sleep to light physical activity was associated with better executive performance.</p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2023.1083344">Wu et al.</ext-link> applied three analytic methods (i.e., isotemporal substitution, compositional data analysis, and latent profile analysis) to data from the Adult Changes in Thought study (United States; <italic>N</italic> = 1,034; aged 65&#x0002B; years) and examined the interactive relationships of 24HAC behaviors with global cognitive function. Physical activity and sedentary behavior were assessed by actigraphy, while sleep was estimated as self-reported time in bed. No significant associations were found across all three analytic methods in this cross-sectional study.</p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnhum.2022.1051793">Mellow et al.</ext-link> cross-sectionally examined the associations between 24HAC composition and cognitive function among 384 Australian healthy adults, aged 60&#x02013;70 years. The 24HAC was assessed by actigraphy and by questionnaires. Cognitive measures included global cognition, memory, executive functions, and processing speed. Using compositional data analysis, no association between 24HAC composition and cognitive function was found.</p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fepid.2023.1029221">Hicks et al.</ext-link> cross-sectionally explored how chronotype&#x02014;an individuals&#x00027; preferred activity and sleep pattern&#x02014;and physical activity were associated with cognitive performance (i.e., verbal memory, attention, and executive function) in 153 American adults aged <underline>&#x0003E;</underline> 60 years, with and without self-reported sleep disorders. Wrist-worn actigraphy assessed physical activity and chronotype. Using multivariate analysis of covariance, no differences in physical activity or cognitive performance between different chronotypes were found.</p></sec>
<sec id="s3">
<title>Summary</title>
<p>The results indicate that there is still much we do not understand about the 24HAC and cognitive health relationship. It is difficult to broadly characterize the 24HAC and cognitive health relationship at this time given that: (1) most of the evidence is cross-sectional; and (2) there are few studies on the 24HAC and cognitive health relationship in children, adolescents, younger, or middle-aged adults.</p>
<p>Nevertheless, there are several conclusions we can draw from these studies. Notably, time-use composition of the 24HAC does not appear to be strongly associated with cognitive function in healthy older adults. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2023.1083344">Wu et al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnhum.2022.1051793">Mellow et al.</ext-link>, and <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fepid.2023.1029221">Hicks et al.</ext-link> all found no association between 24HAC composition and cognitive function in healthy older adults; only <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnhum.2022.1018087">Hyodo et al.</ext-link> found an association between 24HAC composition and cognitive function. It is possible that time-use composition fails to capture aspects of the 24HAC (e.g., sleep quality and architecture) that may be more important for cognitive health.</p>
<p>There is an obvious lack of longitudinal studies in this emerging field of research. Only <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnhum.2022.1017598">Ramer et al.</ext-link> used a longitudinal design. We strongly urge that future studies use longer follow-up periods and include wider age-ranges in study samples.</p>
<p>Our article collection mainly includes studies in older adults, but does not include any research among clinical populations at risk for, or living with, cognitive decline or dementia (e.g., mild cognitive impairment or stroke). People living with clinical conditions which are associated with cognitive decline are often less active, more sedentary, and have poorer sleep (Falck et al., <xref ref-type="bibr" rid="B4">2017</xref>, <xref ref-type="bibr" rid="B3">2019</xref>).</p>
<p>Finally, it is unclear what modifiable and non-modifiable moderators and mediators can impact the 24HAC and cognitive health relationship. None of the studies in this Research Topic explored sex differences. Females have twice the risk of dementia (Ferretti et al., <xref ref-type="bibr" rid="B5">2018</xref>) and lifestyle may be a key moderator of dementia risk among females (Barha et al., <xref ref-type="bibr" rid="B2">2019</xref>)&#x02014;although many have argued that sex-differences in dementia may largely be explainable by the longer life expectancy of females compared with males, and traditionally lower levels of education among women who grew up in times or societies which did not encourage continued education for women (Nicoletti et al., <xref ref-type="bibr" rid="B9">2023</xref>). Sex-differences in Alzheimer&#x00027;s disease pathology accumulation are even less understood, as the data are still limited. Future work is thus still needed to explore whether there are sex-differences in the 24HAC and cognitive health relationship.</p></sec>
<sec sec-type="conclusions" id="s4">
<title>Conclusion</title>
<p>Preserving cognitive abilities across the lifespan is critical for qualify of life and wellbeing. The 24HAC holds promise as a means of maintaining cognitive health from childhood into older adulthood. Future work is needed to identify the temporal 24HAC and cognitive health relationship, as well as understand how different populations, mediators, and moderators such as sex, may impact this relationship across the lifespan.</p></sec>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>RF wrote the first draft of the manuscript. TL-A, JV, HM, DM, PG, and HS each provided critical edits and wrote portions of the manuscript. All authors contributed to the article and approved the submitted version.</p></sec>
</body>
<back>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s6">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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</article>