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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2023.1108191</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Clinical Trial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Aerobic exercise does not affect serum neurofilament light in patients with mild Alzheimer&#x2019;s disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Frederiksen</surname> <given-names>Kristian Steen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/577918/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jensen</surname> <given-names>Camilla Steen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>H&#x00F8;gh</surname> <given-names>Peter</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1349039/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gergelyffy</surname> <given-names>Robert</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2114826/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Waldemar</surname> <given-names>Gunhild</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Andersen</surname> <given-names>Birgitte Bo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Gottrup</surname> <given-names>Hanne</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/338705/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Vestergaard</surname> <given-names>Karsten</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wermuth</surname> <given-names>Lene</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2143541/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>S&#x00F8;ndergaard</surname> <given-names>Helle Bach</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sellebjerg</surname> <given-names>Finn</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hasselbalch</surname> <given-names>Steen Gregers</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Simonsen</surname> <given-names>Anja Hviid</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, Danish Dementia Research Center, Copenhagen University Hospital&#x2013;Rigshospitalet</institution>, <addr-line>Copenhagen</addr-line>, <country>Denmark</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Neurology, Regional Dementia Research Centre, Zealand University Hospital, University of Copenhagen</institution>, <addr-line>Copenhagen</addr-line>, <country>Denmark</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Clinical Medicine, Regional Dementia Research Centre, Zealand University Hospital, University of Copenhagen</institution>, <addr-line>Copenhagen</addr-line>, <country>Denmark</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Geriatrics, Slagelse Hospital</institution>, <addr-line>Slagelse</addr-line>, <country>Denmark</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen</institution>, <addr-line>Copenhagen</addr-line>, <country>Denmark</country></aff>
<aff id="aff6"><sup>6</sup><institution>Dementia Clinic, Aarhus University Hospital</institution>, <addr-line>Aarhus</addr-line>, <country>Denmark</country></aff>
<aff id="aff7"><sup>7</sup><institution>Dementia Clinic, Aalborg University Hospital</institution>, <addr-line>Aalborg</addr-line>, <country>Denmark</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Neurology, Dementia Clinic, Slagelse Hospital</institution>, <addr-line>Slagelse</addr-line>, <country>Denmark</country></aff>
<aff id="aff9"><sup>9</sup><institution>Department of Regional Health Research, University of Southern Denmark</institution>, <addr-line>Odense</addr-line>, <country>Denmark</country></aff>
<aff id="aff10"><sup>10</sup><institution>Danish Multiple Sclerosis Center, Copenhagen University Hospital&#x2013;Rigshospitalet</institution>, <addr-line>Glostrup</addr-line>, <country>Denmark</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Lingxiao He, Xiamen University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: J&#x00E9;r&#x00E9;my Raffin, Centre Hospitalo-Universitaire de Toulouse, France; Seth Alan Gale, Brigham and Women&#x2019;s Hospital and Harvard Medical School, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Kristian Steen Frederiksen, <email>kristian.steen.frederiksen@regionh.dk</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Neurodegeneration, a section of the journal Frontiers in Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1108191</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Frederiksen, Jensen, H&#x00F8;gh, Gergelyffy, Waldemar, Andersen, Gottrup, Vestergaard, Wermuth, S&#x00F8;ndergaard, Sellebjerg, Hasselbalch and Simonsen.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Frederiksen, Jensen, H&#x00F8;gh, Gergelyffy, Waldemar, Andersen, Gottrup, Vestergaard, Wermuth, S&#x00F8;ndergaard, Sellebjerg, Hasselbalch and Simonsen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Aerobic exercise has been shown to modify Alzheimer pathology in animal models, and in patients with multiple sclerosis to reduce neurofilament light (NfL), a biomarker of neurodegeneration.</p>
</sec>
<sec>
<title>Objective</title>
<p>To investigate whether a 16-week aerobic exercise program was able to reduce serum NfL in patients with mild Alzheimer&#x2019;s disease (AD).</p>
</sec>
<sec>
<title>Methods</title>
<p>This is a secondary analysis of data from the multi-center Preserving Cognition, Quality of Life, Physical Health, and Functional Ability in Alzheimer&#x2019;s disease: The Effect of Physical Exercise (ADEX) study. Participants were randomized to 16 weeks of moderate intensity aerobic exercise or usual care. Clinical assessment and measurement of serum NfL was done at baseline and after the intervention.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 136 participants were included in the analysis. Groups were comparable at baseline except for <italic>APOE</italic>&#x03B5;<italic>4</italic> carriership which was higher in the usual care group (75.3 versus 60.2%; <italic>p</italic> = 0.04). There was no effect of the intervention on serum NfL [intervention: baseline NfL (pg/mL) 25.76, change from baseline 0.87; usual care: baseline 27.09, change from baseline &#x2212;1.16, <italic>p</italic> = 0.09].</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The findings do not support an effect of the exercise intervention on a single measure of neurodegeneration in AD. Further studies are needed using other types and durations of exercise and other measures of neurodegeneration.</p>
</sec>
<sec>
<title>Clinical trial registration</title>
<p><ext-link ext-link-type="uri" xlink:href="https://clinicaltrials.gov">clinicaltrials.gov</ext-link>, identifier NCT01681602.</p>
</sec>
</abstract>
<kwd-group>
<kwd>exercise</kwd>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>dementia</kwd>
<kwd>intervention</kwd>
<kwd>neurofilament light</kwd>
<kwd>neurodegeneration</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="8"/>
<word-count count="6480"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Physical activity is a prerequisite for the maintenance of health and wellbeing in humans (<xref ref-type="bibr" rid="B42">Penedo and Dahn, 2005</xref>). Moreover, physical activity is a protective factor in terms of preventing cognitive decline including dementia (<xref ref-type="bibr" rid="B36">Livingston et al., 2017</xref>) as indicated by findings from a number of epidemiological studies (<xref ref-type="bibr" rid="B54">Wang et al., 2022</xref>). Alzheimer&#x2019;s disease (AD) is a common cause of cognitive decline and is neuropathologically characterized by accumulation of beta-amyloid and tau upstream from neurodegenerative changes in the pathophysiological cascade (<xref ref-type="bibr" rid="B47">Selkoe and Hardy, 2016</xref>). Such changes may be measured by Magnetic Resonance Imaging (MRI) or fluid biomarkers including Neurofilament Light (NfL). NfL is released into the Cerebrospinal Fluid (CSF) from damaged neurons and may be detected in serum (<xref ref-type="bibr" rid="B39">Molinuevo et al., 2018</xref>). NfL is elevated in a number of conditions such as AD and ischemic stroke. In AD, NfL increases as the disease progresses (<xref ref-type="bibr" rid="B41">Palmqvist et al., 2019</xref>). At present, NfL measured in CSF has been used as a secondary outcome measure in AD trial of potential new drugs (<xref ref-type="bibr" rid="B35">Li et al., 2022</xref>), whereas measurements in serum is less well established. Physical exercise may also be able to ameliorate symptoms of AD such as cognitive symptoms and behavioral changes (<xref ref-type="bibr" rid="B23">Hoffmann et al., 2013</xref>; <xref ref-type="bibr" rid="B20">Groot et al., 2016</xref>). In the ADEX study, we found that 16 weeks of exercise improved processing speed and measures of physical function and fitness (<xref ref-type="bibr" rid="B23">Hoffmann et al., 2013</xref>) and that this effect may be larger with the Apolipoprotein E (<italic>APOE)</italic> &#x03B5;4 genotype. Further, exercise did not affect beta-amyloid accumulation either on Positron Emission Tomography (<xref ref-type="bibr" rid="B18">Frederiksen et al., 2019b</xref>)or in CSF (along with measures of total tau and phosphorylated tau) (<xref ref-type="bibr" rid="B28">Jensen et al., 2016</xref>). In transgenic AD mouse models, exercise has been reported to attenuate hallmarks of AD pathology such as beta-amyloid (<xref ref-type="bibr" rid="B52">Vasconcelos-Filho et al., 2021</xref>) and tau pathology (<xref ref-type="bibr" rid="B2">Belarbi et al., 2011</xref>). This demonstrates that exercise might engage targets relevant for a disease-modifying effect in AD. However, studies so far in humans have not been able to substantiate a comparable effect. For example, despite early and promising findings on the effects of exercise on hippocampal volume (<xref ref-type="bibr" rid="B11">Erickson et al., 2011</xref>) and cortical thickness in healthy older adults (<xref ref-type="bibr" rid="B7">Colcombe et al., 2006</xref>), subsequent studies with varying durations of interventions from 3 to 24 months have been disappointing (<xref ref-type="bibr" rid="B13">Firth et al., 2018</xref>; <xref ref-type="bibr" rid="B55">Wilckens et al., 2021</xref>), including in AD patients (16 week intervention) (<xref ref-type="bibr" rid="B15">Frederiksen et al., 2017</xref>, <xref ref-type="bibr" rid="B17">2018</xref>). Data from human studies are more sparse regarding effects on tau and beta-amyloid, but so far evidence to suggest that results from animal studies extends to humans, is missing (<xref ref-type="bibr" rid="B15">Frederiksen et al., 2017</xref>, <xref ref-type="bibr" rid="B16">2019a</xref>,<xref ref-type="bibr" rid="B18">b</xref>). Other factors might explain the lack of an association. For example, many studies have used brain MRI scans to measure effect on neurodegeneration (<xref ref-type="bibr" rid="B15">Frederiksen et al., 2017</xref>, <xref ref-type="bibr" rid="B17">2018</xref>; <xref ref-type="bibr" rid="B3">Broadhouse et al., 2020</xref>), which may not be sensitive enough to pick up small effects, at least in terms of structural changes such as changes in cortical thickness and hippocampal volume. Although this remains speculative, findings in multiple sclerosis demonstrate that exercise interventions of a short duration clearly attenuate measures related to neurodegeneration in a similar fashion as disease-modifying therapy. Specifically, in two studies in multiple sclerosis exercise interventions were able to modify serum concentrations of neurofilament light chain (NfL) (<xref ref-type="bibr" rid="B10">Ercan et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Joisten et al., 2021</xref>). Studies in AD on NfL (in serum or CSF) in blood and exercise are sparse. A single study reported changes over a 6-month period in plasma NfL in a small sample of AD patients. Patients were either randomized to cycling or stretching. No significant change over time was reported and between-group differences were not reported (<xref ref-type="bibr" rid="B44">Raket et al., 2020</xref>).</p>
<p>The effects of exercise may be dependent on <italic>APOE</italic> &#x03B5;4 genotype, a risk allele for AD. In a study, we found that AD patients who were carriers of the <italic>APOE</italic>-&#x03B5;4 allele benefitted more from a 16-week exercise intervention in regards to cognitive, neuropsychiatric, and physical performance (<xref ref-type="bibr" rid="B29">Jensen et al., 2019b</xref>). Epidemiological studies have also found evidence of a differential effect of physical activity levels depending on <italic>APOE</italic>-&#x03B5;4 status with regards to cognitive decline and hippocampal volume (<xref ref-type="bibr" rid="B49">Smith et al., 2014</xref>).</p>
<p>As the measurement of NfL in serum could be a particularly sensitive biomarker of neurodegeneration, the aim of the present study was to assess the effects of a physical exercise intervention on serum NfL in patients with AD. In addition, we wished to explore the influence of <italic>APOE</italic> status on the effects of the intervention on NfL.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Study design and population</title>
<p>The present study is a secondary analysis of data from the Preserving Cognition, Quality of Life, Physical Health, and Functional Ability in Alzheimer&#x2019;s Disease: The Effect of Physical Exercise (ADEX) study, a multi-center, single-blinded randomized controlled trial (RCT) of physical exercise in patients with mild AD. Details of the rationale and study design can be found elsewhere (<xref ref-type="bibr" rid="B23">Hoffmann et al., 2013</xref>, <xref ref-type="bibr" rid="B24">2016</xref>), as well as the main findings (<xref ref-type="bibr" rid="B23">Hoffmann et al., 2013</xref>, <xref ref-type="bibr" rid="B24">2016</xref>). The intervention comprised 16 weeks of group-based, supervised moderate- to high-intensity aerobic exercise three times weekly for 1 h. An initial 4-week ramp-up period which familiarized participants with the exercise equipment and focused on strength exercises was conducted to reduce the risk of injuries (<xref ref-type="bibr" rid="B23">Hoffmann et al., 2013</xref>, <xref ref-type="bibr" rid="B24">2016</xref>). Two hundred participants from eight centers were recruited and randomized in the study. Clinical assessment of cognitive function, activities of daily living, physical function, aerobic fitness, neuropsychiatric symptoms at baseline and at follow-up immediately following the end of the 16-week intervention was carried out. All assessments were performed by assessors blinded to group allocation. Inclusion criteria for the study were the following: (1) AD according to National Institute of Neurological and Communicative Diseases and Stroke/Alzheimer&#x2019;s Disease and Related Disorders Association (NINCDS-ADRDA) Alzheimer&#x2019;s Criteria and DIagnostic and Statistical Manual (DSM)-IV codes; (2) between 50 and 90 years of age; (3) a Mini&#x2013;Mental State Examination score of more than 19; (4) at least 3 months of stable doses if receiving anti- dementia medication or mood-stabilizing medication; and (5) informed consent. Exclusion criteria included the following: (1) severe psychiatric illness; (2) alcohol or drug abuse within the last 2 years; (3) participation in aerobic exercise (moderate to high intensity) more than twice weekly on a regular basis; and (4) any medical condition precluding participation in the exercise program (e.g., severe neurological or medical illness and presence of several cardiovascular risk factors). Out of the 200 participants in the study, 156 had data available for the present study and were included in the analysis (<xref ref-type="fig" rid="F1">Figure 1</xref>). The ADEX trial was approved by the Committees of Biomedical Research Ethics for the Capital Region (protocol no.: H-3-2011-128) and by the Danish Data Protection Agency (file no.: 30-0718) and carried out in accord with the Helsinki Declaration of 1975. The trial was registered at <ext-link ext-link-type="uri" xlink:href="https://clinicaltrials.gov">clinicaltrials.gov</ext-link> (identifier: NCT01681602) on September 10, 2012.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Flow-chart for participants. Data available for analysis in present study refers to availability of serum neurofilament light at both baseline and follow-up.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1108191-g001.tif"/>
</fig>
</sec>
<sec id="S2.SS2">
<title>Measurement of NfL</title>
<p>Neurofilament light concentrations in serum were measured using the SIMOA<sup>&#x00AE;</sup> NF-light&#x2122; Advantage Kit (Reference number 103186) (Quanterix, Lexington, MA, United States) and the manufacturer&#x2019;s instructions. Measurements were performed on a Quanterix SR-X Biomarker Detection System.</p>
</sec>
<sec id="S2.SS3">
<title>APOE genotype</title>
<p>DNA was isolated with Promega Maxwell DNA purification kits (Promega, WI, USA), according to the manufacturer&#x2019;s protocol from 250 &#x03BC;L of buffy coat from 6 mL Ethylenediaminetetraacetic acid (EDTA) vials. <italic>APOE</italic> genotyping for the &#x03B5;2, &#x03B5;3, and &#x03B5;4 alleles was performed with a TaqMan qPCR assay as described by <xref ref-type="bibr" rid="B33">Koch et al. (2002)</xref>.</p>
</sec>
<sec id="S2.SS4">
<title>Clinical scales and measures</title>
<p>Cognitive assessment included the MMSE for global cognitive impairment (<xref ref-type="bibr" rid="B14">Folstein and Folstein, 1975</xref>), the Symbol Digit Modalities Test (SDMT) after 120 s for mental speed and attention (<xref ref-type="bibr" rid="B48">Smith, 1973</xref>). Assessment of Activities of Daily Living (ADL) functioning was assessed using the AD Cooperative Study-ADL scale (<xref ref-type="bibr" rid="B19">Galasko et al., 1997</xref>), and is reported for baseline. Behavioral and psychological symptoms of dementia were assessed at baseline using the Neuropsychiatric Inventory&#x2013;Questionnaire (NPI-Q) (<xref ref-type="bibr" rid="B31">Kaufer et al., 2000</xref>).</p>
</sec>
<sec id="S2.SS5">
<title>Assessment of physical fitness</title>
<p>Test of Physical Performance The 6-min Astrand Cycle Ergometer test (Monark Ergomedic 839E; Monark Exercise AB, Sweden) was used to estimate the maximal oxygen uptake based on workload and average heart rate (HR) during the last minute of the 6-min cycle test, corrected for age and body weight. Maximal oxygen uptake (estimated VO2 max) was used as a measure of aerobic, physical fitness (<xref ref-type="bibr" rid="B6">Cink and Thomas, 1981</xref>). Timed Up and Go test (TUG) was used to assess basic mobility by measuring the time it takes for a person as quickly and safely to stand up from a chair, walk 3 m, cross a line, turn around, and walk back to the chair and sit down (<xref ref-type="bibr" rid="B43">Podsiadlo and Richardson, 1991</xref>). The 30-s chair stand test (STS) assesses strength and endurance in the lower extremity by measuring the number of stands completed in 30 s with hands crossed against the chest (<xref ref-type="bibr" rid="B9">Eggermont et al., 2010</xref>). The 400-m walk test (fast gait speed) was used to assess walking endurance. The walking time(s) was measured on a 20-m course marked with two colored cones (<xref ref-type="bibr" rid="B21">Guralnik et al., 1994</xref>). The 10-m walk test (usual gait speed) assesses usual gait speed (m/s) on a 10-m long course (<xref ref-type="bibr" rid="B38">Maquet et al., 2010</xref>).</p>
</sec>
<sec id="S2.SS6">
<title>Statistical analysis</title>
<p>Baseline characteristics were compared between the two groups using Student&#x2019;s un-pairs samples <italic>t</italic>-test for continuous variables and the chi-squared test for categorical variables. Regarding the analysis of the effects of the intervention, we first tested whether the previously reported effect of the exercise on VO2max was also present in this subgroup as an effect on NfL could possibly be mediated through an effect on aerobic capacity. This was done using Student&#x2019;s un-paired samples <italic>t</italic>-test for change in VO2max from baseline to follow-up and was also done for all other measures included in correlation analyses. The effect of aerobic exercise on serum NfL was assessed by ANalysis of COVAriance (ANCOVA) with change in serum NfL from baseline to follow-up as dependent variables and group allocation, baseline MMSE, APOE genotype and sex, and APOE genotype x group allocation as covariates. Subgroup analyses for the analysis of the main effects of the intervention of NfL concentration was carried out in those participants who exercised with a mean intensity of &#x003E;70% of maximal HR and attended &#x003E;80% of the offered sessions (high exercisers) or below (low exercisers). As a sensitivity analysis and to further explore the effects of <italic>APOE</italic> &#x03B5;4 status, <italic>post hoc</italic> Spearman&#x2019;s correlations were calculated across numbers of alleles and change from baseline to follow-up in NfL concentrations.</p>
<p>To test a possible association between improvements in physical fitness and serum NfL, we further examined whether there was a correlation between change in estimated VO2max and change in serum NfL in the intervention group using Spearman&#x2019;s rank correlation. Similarly, the relationship between change in the TUG, STS, 10-m, and 400-m walk tests and change in serum NfL were assessed. As the intervention has been shown to improve performance on the SDMT, we also assessed whether change in SDMT correlated with change in NfL. Statistical significance was set at P, 0.05 (two-tailed). Statistical analysis was carried out using Intercooled Stata 9.2 for Macintosh (Stata Corporation, USA).</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p>Baseline demographics and clinical characteristics are presented in <xref ref-type="table" rid="T1">Table 1</xref>. There was a significant difference in the prevalence of the <italic>APOE</italic> &#x03B5;4 allele with the allele being more frequent in the usual care group (75.3 versus 60.2%). A total of 20.7% of those in the intervention group and 23.9% of the usual care group had two <italic>APOE</italic> &#x03B5;4 (not significant). There were no other significant differences in baseline characteristics between the two groups. There were no significant differences between the included study population and the study population comprised of dropouts and missing serum NfL values in any of the baseline variables (data not reported). There was no significant difference in change from baseline in VO2max between the two groups [intervention: 3.5 (SE 0.8); usual care: 2.2 (SE 0.6); <italic>p</italic> = 0.13] (<xref ref-type="table" rid="T2">Table 2</xref>). There was no effect of the intervention on serum NfL levels (<xref ref-type="table" rid="T2">Table 2</xref>) between groups [<italic>F</italic>(1,153) = 2.52, <italic>p</italic> = 0.11] (<xref ref-type="table" rid="T2">Table 2</xref>) or an interaction between APOE genotype or group allocation [<italic>F</italic>(1,153) = 1.01, <italic>p</italic> = 0.36]. Similarly, there was no difference in the effect of the intervention between the usual care group, low exercisers or high exercisers [usual care versus low exercisers: <italic>F</italic>(1,100) = 1.03, <italic>p</italic> = 0.31; usual care versus high exercisers <italic>F</italic>(1,119) = 2.80, <italic>p</italic> = 0.10] (see <xref ref-type="fig" rid="F2">Figure 2</xref>). Correlation analyses of number of <italic>APOE</italic>- &#x03B5;4 and change in NfL was not significant (see <xref ref-type="fig" rid="F3">Figure 3</xref>). Lastly, there were no significant findings regarding correlations between change in NfL and change in physical fitness measures and SDMT (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Baseline demographics and clinical measures.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Usual care group<break/>(n = 73)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Intervention group<break/>(n = 83)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age [years (SD)]</td>
<td valign="top" align="center">70.6 (7.2)</td>
<td valign="top" align="center">69.5 (7.8)</td>
<td valign="top" align="center">0.39</td>
</tr>
<tr>
<td valign="top" align="left">Female participants [n (%)]</td>
<td valign="top" align="center">27 (38)</td>
<td valign="top" align="center">38 (46)</td>
<td valign="top" align="center">0.27</td>
</tr>
<tr>
<td valign="top" align="left">Baseline MMSE mean, (SD)</td>
<td valign="top" align="center">24.2 (3.9)</td>
<td valign="top" align="center">23.9 (3.4)</td>
<td valign="top" align="center">0.57</td>
</tr>
<tr>
<td valign="top" align="left">Baseline ADCS-ADL mean, (SD)</td>
<td valign="top" align="center">63.1 (10.5)</td>
<td valign="top" align="center">65.3 (8.7)</td>
<td valign="top" align="center">0.16</td>
</tr>
<tr>
<td valign="top" align="left">Baseline NPI-Q mean, (SD)</td>
<td valign="top" align="center">10.1 (10.2)</td>
<td valign="top" align="center">9.9 (10.5)</td>
<td valign="top" align="center">0.91</td>
</tr>
<tr>
<td valign="top" align="left">Baseline V<sub><italic>O</italic>2</sub> max (ml/kg) mean, (SD)</td>
<td valign="top" align="center">26.3 (9.2)</td>
<td valign="top" align="center">25.4 (7.8)</td>
<td valign="top" align="center">0.54</td>
</tr>
<tr>
<td valign="top" align="left">Baseline neurofilament light chain (pg/mL) mean, (SD)</td>
<td valign="top" align="center">27.1 (11.7)</td>
<td valign="top" align="center">25.8 (9.7)</td>
<td valign="top" align="center">0.44</td>
</tr>
<tr>
<td valign="top" align="left">APOE-&#x03B5;4<sup>#</sup></td>
<td valign="top" align="center">75.3%</td>
<td valign="top" align="center">60.2%</td>
<td valign="top" align="center"><bold>0.04</bold></td>
</tr>
<tr>
<td valign="top" align="left">SDMT mean, (SD)</td>
<td valign="top" align="center">28.7 (14.5)</td>
<td valign="top" align="center">26.7 (15.1)</td>
<td valign="top" align="center">0.14</td>
</tr>
<tr>
<td valign="top" align="left">TUG (seconds) mean, (SD)</td>
<td valign="top" align="center">6.3 (1.74)</td>
<td valign="top" align="center">6.7 (1.63)</td>
<td valign="top" align="center">0.08</td>
</tr>
<tr>
<td valign="top" align="left">10 m walking speed (meter/second) mean, (SD)</td>
<td valign="top" align="center">7.7 (1.78)</td>
<td valign="top" align="center">8.0 (1.76)</td>
<td valign="top" align="center">0.12</td>
</tr>
<tr>
<td valign="top" align="left">400 m (seconds) mean, (SD)</td>
<td valign="top" align="center">297.9 (84.8)</td>
<td valign="top" align="center">306.9 (86.4)</td>
<td valign="top" align="center">0.26</td>
</tr>
<tr>
<td valign="top" align="left">STS (seconds) mean, (SD)</td>
<td valign="top" align="center">14.7 (4.7)</td>
<td valign="top" align="center">14.3 (3.6)</td>
<td valign="top" align="center">0.72</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Table shows baseline characteristics by group allocation. Significant <italic>p</italic>-values indicated by bold lettering. All values given as mean (&#x00B1; standard deviation).</p></fn>
<fn><p><sup>#</sup>Percentage of participants with at least one APOE-&#x03B5;4 allele.</p></fn>
<fn><p>ADCS-ADL, Alzheimer&#x2019;s disease cooperative study&#x2013;activities of daily living; APO, apolipoprotein; MMSE, mini mental state examination; NPI-Q, neuropsychiatric inventory&#x2013;questionnaire; SD, standard deviation; SDMT, symbol digit modalities test; STS, sit-to-stand; TUG, timed-up-and-go.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Effects of the intervention.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Usual care<break/>(n = 73)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Intervention<break/>(n = 83)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Change from baseline</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Change from baseline</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Neurofilament light chain (pg/mL), (SE)</td>
<td valign="top" align="center">&#x2212;1.24 (0.86)</td>
<td valign="top" align="center">0.74 (0.69)</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">SDMT mean, (SE)</td>
<td valign="top" align="center">&#x2212;1.8 (0.89)</td>
<td valign="top" align="center">&#x2212;2.0 (0.82)</td>
<td valign="top" align="center">0.55</td>
</tr>
<tr>
<td valign="top" align="left">VO2 max (mL/kg) mean, (SE)</td>
<td valign="top" align="center">2.2 (SE 0.6)</td>
<td valign="top" align="center">3.5 (0.8)</td>
<td valign="top" align="center">0.13</td>
</tr>
<tr>
<td valign="top" align="left">TUG (seconds) mean, (SE)</td>
<td valign="top" align="center">0.03 (0.11)</td>
<td valign="top" align="center">&#x2212;0.06 (0.11)</td>
<td valign="top" align="center">0.73</td>
</tr>
<tr>
<td valign="top" align="left">10 m walking speed (meter/second) mean, (SE)</td>
<td valign="top" align="center">&#x2212;0.05 (1.3)</td>
<td valign="top" align="center">&#x2212;0.081 (1.25)</td>
<td valign="top" align="center">0.56</td>
</tr>
<tr>
<td valign="top" align="left">400 m (seconds) mean, (SE)</td>
<td valign="top" align="center">0.38 (31.6)</td>
<td valign="top" align="center">&#x2212;4.8 (44.7)</td>
<td valign="top" align="center">0.79</td>
</tr>
<tr>
<td valign="top" align="left">STS (seconds) mean, (SE)</td>
<td valign="top" align="center">0.53 (0.30</td>
<td valign="top" align="center">0.26 (0.27)</td>
<td valign="top" align="center">0.74</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Results are reported as mean NfL (pg/mL) (standard error of the mean).</p></fn>
<fn><p>The table displays results from Student&#x2019;s unpaired <italic>t</italic>-test of change from baseline to 16 week follow-up (delta values) between groups except for neurofilament light chain where results are for the main analysis using Analysis of co-variance. Lower scores indicates better performance except for SDMT and neurofilament light chain.</p></fn>
<fn><p>STS, sit-to-stand; SDMT, symbol digit modalities test; TUG, timed-up-and-go.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Correlations between serum NfL and clinical measures.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;"></td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Rho</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">SDMT</td>
<td valign="top" align="center">-0.13</td>
<td valign="top" align="center">0.13</td>
</tr>
<tr>
<td valign="top" align="left">VO2 max</td>
<td valign="top" align="center">-0.06</td>
<td valign="top" align="center">0.52</td>
</tr>
<tr>
<td valign="top" align="left">TUG</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="center">0.48</td>
</tr>
<tr>
<td valign="top" align="left">10 m</td>
<td valign="top" align="center">-0.02</td>
<td valign="top" align="center">0.78</td>
</tr>
<tr>
<td valign="top" align="left">400 m</td>
<td valign="top" align="center">-0.02</td>
<td valign="top" align="center">0.84</td>
</tr>
<tr>
<td valign="top" align="left">STS</td>
<td valign="top" align="center">-0.06</td>
<td valign="top" align="center">0.40</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>The table displays results from Spearman&#x2019;s rank correlation analyses between change from baseline to 16 week follow-up (delta values) in serum NfL and various cognitive and physical measures. VO2 max is results from the &#x00C5;strand test.</p></fn>
<fn><p>STS, sit-to-stand; SDMT, symbol digit modalities test; TUG, timed-up-and-go.</p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Serum neurofilament light by exercise intensity. Boxplot of baseline (light gray) and follow-up measurements of neurofilament light chain for each group of exercise intensity achieved in the intervention group, and for the usual care group. There were no significant differences in changes from baseline to follow-up between groups.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1108191-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Effect of number of <italic>APOE-</italic>&#x03B5;<italic>4</italic> alleles on neurofilament light. <italic>X</italic>-axis indicate number of APOE-&#x03B5;4 alleles and <italic>y</italic>-axis change in serum concentration from baseline to follow-up in the intervention group. Negative values indicate a drop in serum NfL from baseline to follow-up.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1108191-g003.tif"/>
</fig>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>This is the first study to investigate the effects of aerobic exercise on serum NfL in patients with AD. Exercise did not reduce serum NfL. We did not find that change in NfL correlated with change in measures of cognitive function or physical fitness and function.</p>
<p>Previous studies of exercise effects on serum NfL have been limited to studies in multiple sclerosis or healthy participants with the exception of a single smaller study. In the study, 26 patients were randomized to either cycling or stretching but only change over time within groups were reported and not between groups. The intervention was not associated with a change over time. <xref ref-type="bibr" rid="B10">Ercan et al. (2021)</xref> found that in patients with relapsing-remitting multiple sclerosis, an 8-week program of moderate intensity aerobic exercise was able to decrease serum NfL levels by 32%. In another study in multiple sclerosis using a shorter exercise intervention of 3 weeks, it was similarly found that serum NfL levels were lowered (<xref ref-type="bibr" rid="B30">Joisten et al., 2021</xref>). These findings therefore clearly demonstrate that exercise is able to perturb processes leading to leakage of NfL even over a relatively short time scale. <xref ref-type="bibr" rid="B30">Joisten et al. (2021)</xref> found that the change observed in NfL in multiple sclerosis patients following exercise was linked to the kynurenine pathway which has been involved in neuroinflammatory and neurodegenerative processes (<xref ref-type="bibr" rid="B46">Savitz, 2020</xref>). NfL levels have been found to be associated with kynurenine pathway metabolites in early stages of AD (<xref ref-type="bibr" rid="B5">Chatterjee et al., 2019</xref>). Although neuroinflammation is likely to play a role in AD (<xref ref-type="bibr" rid="B1">Amor et al., 2010</xref>), it is reasonable to assume that this will be low-grade inflammation relative to multiple sclerosis. Exercise produces an anti-inflammatory response, but studies in mild cognitive impairment and AD have been inconsistent with some showing an effect in the direction of an anti-inflammatory effect (<xref ref-type="bibr" rid="B51">Tsai et al., 2019</xref>; <xref ref-type="bibr" rid="B12">Eust&#x00E1;quio et al., 2020</xref>) and others not (<xref ref-type="bibr" rid="B40">Nascimento et al., 2014</xref>; <xref ref-type="bibr" rid="B27">Jensen et al., 2019a</xref>). Further, a meta-analysis of the effect of exercise on inflammatory markers did not show an effect in AD and MCI on inflammatory markers linked to AD pathology (<xref ref-type="bibr" rid="B25">Huang et al., 2021</xref>). In healthy controls, exercise was also found to affect the kynurenine pathway, but not NfL (<xref ref-type="bibr" rid="B26">Isung et al., 2021</xref>). In summary, in AD, other drivers of pathology than neuroinflammation may be more important and less amenable to exercise, although this is speculative.</p>
<p>We did not find an effect of APOE genotype in terms of an effect of exercise on NfL. In contrast, in a previous analysis of results from the ADEX study, it was found that <italic>APOE</italic>-&#x03B5;4 carriers benefitted more from the intervention on a number of cognition and physical function outcomes (<xref ref-type="bibr" rid="B29">Jensen et al., 2019b</xref>). Observational studies have also suggested a moderating effect of <italic>APOE</italic> status on the relationship between physical activity and risk of dementia, beta-amyloid status, gray and white matter volume, and cerebral blood flow, with some studies showing benefit for <italic>APOE</italic>-&#x03B5;4 carriers (<xref ref-type="bibr" rid="B32">Kivipelto et al., 2008</xref>; <xref ref-type="bibr" rid="B22">Head et al., 2012</xref>; <xref ref-type="bibr" rid="B4">Brown et al., 2013</xref>; <xref ref-type="bibr" rid="B49">Smith et al., 2014</xref>; <xref ref-type="bibr" rid="B56">Zlatar et al., 2014</xref>) and others for <italic>APOE</italic>-&#x03B5;4 non-carriers (<xref ref-type="bibr" rid="B45">Rovio et al., 2007</xref>; <xref ref-type="bibr" rid="B34">Kulmala et al., 2014</xref>; <xref ref-type="bibr" rid="B37">Luck et al., 2014</xref>). Evidence from differential responses in carriers versus non-carriers has also been reported in anti-amyloid therapy (<xref ref-type="bibr" rid="B8">Cummings et al., 2021</xref>), but it is generally assumed that this is related to amyloid removal, and so far there is no evidence to suggest that exercise modifies cortical amyloid deposition (<xref ref-type="bibr" rid="B18">Frederiksen et al., 2019b</xref>; <xref ref-type="bibr" rid="B53">Vidoni et al., 2021</xref>). It is also worth noting that it is uncertain if the difference in change in NfL is of a size that is clinically meaningful. In a large longitudinal study of changes in NfL in blood a mean change of 4.9 ng/mL was reported in AD dementia (<xref ref-type="bibr" rid="B41">Palmqvist et al., 2019</xref>) but whether for example halving this rate would translate into measurable effects on clinical measures remains to be determined.</p>
<p>Apart from a lack of an effect of exercise on neurodegeneration, other factors may explain the negative findings in the present study. For example, the intervention may not have been long enough to affect mechanisms related to the underlying disease mechanism in AD, the intervention may not have been at a sufficient intensity or the population may not have been the right one, e.g., too advanced along the AD pathophysiological pathway for exercise to be effective on NfL. A number of observations do, however, counter these explanations. Firstly, and as already mentioned, shorter interventions have been shown to be able to affect serum NfL (<xref ref-type="bibr" rid="B10">Ercan et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Joisten et al., 2021</xref>), although not in AD patients. Secondly, the intervention was able to improve symptoms of AD including cognitive function (<xref ref-type="bibr" rid="B24">Hoffmann et al., 2016</xref>). Lastly, effects of exercise on NfL may be short-lived and were not captured due to the time from the intervention ended and blood samples were obtained. We did not find the intervention to improve measures of physical function and fitness, as opposed to findings in the whole cohort (<xref ref-type="bibr" rid="B50">Sobol et al., 2016</xref>). This was quite surprising and may also have played a role in the negative findings in the present study as an effect on NfL could be mediated through an improvement in, e.g., VO2max. In summary, although it cannot be ruled out, several observations may be taken to indicate that the intervention should have been able to attenuate the neurodegenerative processes, but studies with longer interventions are needed to test this.</p>
<p>This study has limitations. As already addressed, the length of the intervention could play a role in our negative findings. Further, it may be speculated that the intervention would have been more effective in earlier disease stages. However, finding treatments for patients at the dementia stage remains important. Another limitation is the absence of measures of other markers of neuroinflammation (or candidate markers) whose effects might be studied along with NfL.</p>
<p>Strengths of the study are a rigorous methodology and a relatively large sample size. Moreover, the patient population was well characterized, and all patients had a diagnosis of AD based on published criteria and assessed by experienced clinicians. The intervention was well-planned and designed specifically to patients with dementia ensuring target engagement in terms of physical fitness. In addition, all exercise sessions were supervised by a physical therapist and all participating subject wore pulse watch monitors to ensure that workout load was maintained.</p>
<p>In conclusion our findings do not support an effect of a 16-week intervention of moderate aerobic exercise on a single measure of neurodegeneration. Results regarding exercise in patients with AD are still sparse and although the findings do not support an effect, caution is needed, and the results do not dispel a possible disease-modifying effect of exercise. Studies examining effects on markers of AD and neurodegeneration in CSF are needed to further complement the present findings. Further studies are needed in AD examining longer interventions and applying a multimodal approach to untangle underlying mechanisms of exercise as a possible therapy in AD.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this article are not readily available because data cannot be shared due to legal restrictions outside Denmark. Requests to access the datasets should be directed to KF, <email>kristian.steen.frederiksen@regionh.dk</email>.</p>
</sec>
<sec id="S6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and ADEX trial was approved by the Committees of Biomedical Research Ethics for the Capital Region (protocol no.: H-3-2011-128) and the Danish Data Protection Agency (file no.: 30-0718) and carried out in accord with the Helsinki Declaration of 1975. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>KF drafted the initial version of the manuscript. All authors contributed and revised the manuscript and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This ADEX study was supported by the Innovation Foundation Denmark (J no. 10-092814), the Absalon Foundation of May 1st 1978, and the Danish Alzheimer&#x2019;s Research Foundation.</p>
</sec>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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