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TaggedAPTARAEnd134                                                                     M. Rodriguez-Ayllon et al.
         by severe progressive memory impairments related to deposition  positive and 2 null associations). In 2019, Frederiksen et al. 21
         of amyloid beta (Ab) plaques in brain extracellular spaces causing  carried out a systematic review of observational studies to
                                       2
         cortical dysfunction and neuronal loss. Ab accumulation can be  explore the association of physical activity with AD
         detected in a preclinical stage of AD, before clinical symptoms  biomarkers. In brief, they concluded the majority of the identi-
               3
         emerge, and can be measured in the brain and the cerebrospinal  fied studies did not find a significant association between phys-
         fluid (CSF) via positron emission tomography (PET) and lumbar  ical activity and Ab. 21  This, together with the lack of
                           4
         puncture, respectively. Several studies indicated an inverse corre-  quantitative synthesis of data (e.g., a meta-analysis), and the
         lation between global cortical amyloid PET and CSF Ab  fact that literature in the field has grown substantially over the
         levels. 57  One of the hypotheses is that Ab levels gradually  past few years, has limited the ability of prior work to draw
         decrease in the CSF in AD because of the preferential sequestra-  solid conclusions about the effect of physical activity on Ab in
                                       5
         tion as insoluble deposits in brain. Recently, an increasing  humans. Consequently, an updated systematic review is needed
         number of studies have also explored blood Ab as a blood  to understand the role of physical activity on Ab levels—and it
         biomarker for AD. However, the published results regarding the  must include both intervention studies, to provide causal
         correlation of blood Ab with brain and CSF Ab are conflicting,  evidence, and observational studies, to provide complementary
         and many factors have been reported to impact blood Ab levels  information in an emerging field that is still in its infancy.TaggedAPTARAEnd
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         and their association with AD biomarkers. TaggedAPTARAEnd  TaggedAPTARAPTherefore, the aim of the current systematic review was to
            TaggedAPTARAPPotentially modifiable factors (e.g., lifestyle factors) have  determine the overall effect of physical activity on Ab by
         garnered increased attention as possible approaches for  conducting a systematic review and meta-analysis of available
         reducing Ab accumulation in the brain and, in turn, delaying  intervention studies (including randomized controlled trials
                            9
         the progression of AD. Animal models indicate that physical  (RCTs) and non-RCTs). Due to the expected lack of interven-
         activity may delay, prevent, or treat AD by impacting Ab  tion studies, we also aimed to synthesize the observational
         plaque deposition. 1012  In humans, researchers have used  evidence by conducting a meta-analysis of observational
         several measurements of Ab in the brain, CSF, and blood to  studies (including cross-sectional and prospective longitudinal
         explore the effects of physical activity on Ab levels. However,  studies) testing the association between physical activity and
         the results obtained were inconsistent. 1317  For instance, some  Ab in middle-aged and older adults.TaggedAPTARAEnd
         intervention studies have found that the level of Ab in the brain
         does not change after a physical activity intervention. 13,14
                                                               TaggedAPTARAH12. MethodsTaggedAPTARAEnd
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         Similar results were found by Jensen et al.,  who concluded
         that physical activity did not affect CSF Ab after a 16-week  TaggedAPTARAPThis study was conducted in accordance with Preferred Reporting
         intervention. In contrast, other studies established that physical  Items for Systematic Reviews and Meta-Analyses (PRISMA)
                                                                        22
         activity reduces the levels of blood circulating Ab. 16,17  There  guidelines.  Additionally, the systematic review protocol
         are several possible explanations for these inconsistencies,  was registered in the international Prospective Register of
         including the study design, population characteristics, or Ab  Systematic Reviews (PROSPERO) (CRD42020184203).TaggedAPTARAEnd
         measurement. Therefore, a systematic synthesis of the current
         evidence that considers potential moderators is needed to  TaggedAPTARAH22.1. Search strategyTaggedAPTARAEnd
         confirm or refute the hypothesis that physical activity modu-  TaggedAPTARAPThe literature search was carried out from inception to April
         lates Ab levels. Clarity on this issue would improve our under-  28, 2022 in PubMed, Web of Science, PsycINFO, Cochrane
         standing of whether Ab modulation is one of the mechanisms  Central Register of Controlled Trials, and SPORTDiscus. The
         through which physical activity might decrease dementia risk.  search strategy used for all databases is described in Table 1.
         This knowledge would no doubt contribute to the development  We extracted all studies from the different databases into an
         of more effective physical activity interventions for reducing  EndNote Library (Version X7; Clarivate, Philadelphia, PA,
                                                               USA). Relevant articles were screened by titles and abstract
         cognitive decline in older adults.TaggedAPTARAEnd
            TaggedAPTARAPTwo previous narrative reviews have explored the relation-  by 2 independent researchers (CAA and MAO). Full-text


         ship between physical activity and Ab. 18,19  Specifically, Ebra-  articles considered acceptable for review were examined to
         himi et al. 18  suggested that physical activity could improve  determine final eligibility by the same 2 researchers (CAA and


         cognitive function by reducing Ab levels. In contrast, Brown  MAO). In case of disagreement, consensus was achieved
         et al. 19  concluded that although evidence in animals seems  through discussion and, when required, the opinion of a third
         consistent, evidence of the influence of physical activity on Ab
                                                               researcher (MRA) was considered.TaggedAPTARAEnd
         in humans is still scarce. While these reviews contributed
         important insights to the field, the absence of objective and
                                                               TaggedAPTARAH22.2. Eligibility criteriaTaggedAPTARAEnd
         systematic study selection criteria arguably leads to a number
         of methodological biases (e.g., the author’s interpretation and  TaggedAPTARAPOverall, the inclusion criteria were: (a) age criterion: adults
         conclusions). In 2015, de Souto Barreto et al. 20  performed a  aged 45 years and older; (b) language criterion: no restrictions; (c)
         systematic review to explore the association of physical activity  exposure: physical activity; for experimental studies, physical
         and AD biomarkers, including Ab, in humans. However,  exercise interventions (a form of physical activity that is planned,
         evidence at that time was limited. Only 5 cross-sectional studies  structured, repetitive, and performed to improve health or fitness)
         were included, and their results were contradictory (i.e., 3  not combined with another type of intervention (e.g., cognitive/
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