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      Physical activity, aerobic fitness, and brain white matter: Their role for executive functions in adolescence

      research-article
      a , * , b , c , d , e , f , g , g , c , a
      Developmental Cognitive Neuroscience
      Elsevier
      AD, axial diffusivity, CANTAB, Cambridge Neuropsychological Automated Test Battery, DWI, diffusion-weighted imaging, FA, fractional anisotropy, MD, mean diffusivity, MRI, magnetic resonance imaging, MVPA, moderate-to-vigorous intensity physical activity, RD, radial diffusivity, RVP, rapid visual information processing, SWM, patial working memory, TBSS, Tract-Based Spatial Statistics, TFCE, threshold-free cluster enhancement, Diffusion tensor imaging, Executive functions, Fitness, Fractional anisotropy, Physical activity, White matter

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          Highlights

          • Aerobic fitness level, but not physical activity, is related to white matter properties in the brain.

          • The relation between physical activity and working memory is moderated by fractional anisotropy (FA) of the corpus callosum.

          • The FA of the corpus callosum and superior corona radiata moderates the relation between aerobic fitness and working memory.

          Abstract

          Physical activity and exercise beneficially link to brain properties and cognitive functions in older adults, but the findings concerning adolescents remain tentative. During adolescence, the brain undergoes significant changes, which are especially pronounced in white matter. Studies provide contradictory evidence regarding the influence of physical activity or aerobic-exercise on executive functions in youth. Little is also known about the link between both fitness and physical activity with the brain’s white matter during puberty. We investigated the connection between aerobic fitness and physical activity with the white matter in 59 adolescents. We further determined whether white matter interacts with the connection of fitness or physical activity with core executive functions. Our results show that only the level of aerobic fitness, but not of physical activity relates to white matter. Furthermore, the white matter of the corpus callosum and the right superior corona radiata moderates the links of aerobic fitness and physical activity with working memory. Our results suggest that aerobic fitness and physical activity have an unequal contribution to the white matter properties in adolescents. We propose that the differences in white matter properties could underlie the variations in the relationship between either physical activity or aerobic fitness with working memory.

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          Most cited references71

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            Executive Functions

            Executive functions (EFs) make possible mentally playing with ideas; taking the time to think before acting; meeting novel, unanticipated challenges; resisting temptations; and staying focused. Core EFs are inhibition [response inhibition (self-control—resisting temptations and resisting acting impulsively) and interference control (selective attention and cognitive inhibition)], working memory, and cognitive flexibility (including creatively thinking “outside the box,” seeing anything from different perspectives, and quickly and flexibly adapting to changed circumstances). The developmental progression and representative measures of each are discussed. Controversies are addressed (e.g., the relation between EFs and fluid intelligence, self-regulation, executive attention, and effortful control, and the relation between working memory and inhibition and attention). The importance of social, emotional, and physical health for cognitive health is discussed because stress, lack of sleep, loneliness, or lack of exercise each impair EFs. That EFs are trainable and can be improved with practice is addressed, including diverse methods tried thus far.
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              A Simple Test for Heteroscedasticity and Random Coefficient Variation

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                Author and article information

                Contributors
                Journal
                Dev Cogn Neurosci
                Dev Cogn Neurosci
                Developmental Cognitive Neuroscience
                Elsevier
                1878-9293
                1878-9307
                04 February 2020
                April 2020
                04 February 2020
                : 42
                : 100765
                Affiliations
                [a ]Department of Psychology, Centre for Interdisciplinary Brain Research, University of Jyväskylä, Jyväskylä, Finland
                [b ]Umeå School of Business, Economics and Statistics, Umeå University, Umeå, Sweden
                [c ]Department of Mathematics and Statistics, University of Jyväskylä, Jyväskylä, Finland
                [d ]Clinical Neurophysiology, University of Helsinki and Helsinki University Hospital, Finland
                [e ]Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
                [f ]AMI Centre, Aalto NeuroImaging, School of Science, Aalto University, Espoo, Finland
                [g ]LIKES Research Centre for Physical Activity and Health, Jyväskylä, Finland
                Author notes
                [* ]Corresponding author at: Department of Psychology, University of Jyväskylä, Kärki, Mattilanniemi 6, FI-40014, Finland. ilona.p.ruotsalainen@ 123456jyu.fi
                Article
                S1878-9293(20)30013-X 100765
                10.1016/j.dcn.2020.100765
                7013351
                32072938
                8facc647-4540-4103-a016-1e618dcaa79a
                © 2020 The Author(s)

                This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

                History
                : 1 July 2019
                : 29 January 2020
                : 29 January 2020
                Categories
                Original Research

                Neurosciences
                ad, axial diffusivity,cantab, cambridge neuropsychological automated test battery,dwi, diffusion-weighted imaging,fa, fractional anisotropy,md, mean diffusivity,mri, magnetic resonance imaging,mvpa, moderate-to-vigorous intensity physical activity,rd, radial diffusivity,rvp, rapid visual information processing,swm, patial working memory,tbss, tract-based spatial statistics,tfce, threshold-free cluster enhancement,diffusion tensor imaging,executive functions,fitness,fractional anisotropy,physical activity,white matter

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