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      Association of Accelerometer-Measured Light-Intensity Physical Activity With Brain Volume : The Framingham Heart Study

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          Key Points

          Question

          Is light-intensity physical activity associated with brain volume?

          Findings

          In this community-based cohort study of 2354 participants, each additional hour spent in light-intensity physical activity was associated with larger brain volume, equivalent to approximately 1.1 years less brain aging. Achieving 10 000 or more steps per day was associated with higher brain volume compared with those achieving fewer than 5000 steps per day.

          Meaning

          Incremental physical activity, even at a more practical light intensity, may be involved in the maintenance of brain structures into older age.

          Abstract

          This community-based cohort study investigates the association of total steps walked per day and total intensity and duration of physical activity with brain volumes on magnetic resonance imaging among Framingham Heart Study participants.

          Abstract

          Importance

          Dementia risk may be attenuated by physical activity (PA); however, the specific activity levels optimal for dementia prevention are unclear. Moreover, most older adults are unable to meet the nationally recommended PA guidelines, set at 150 minutes of moderate to vigorous PA per week.

          Objective

          To assess the association of total steps walked per day and total dose (intensity × duration) of PA with brain volumes on magnetic resonance imaging (MRI) among Framingham Heart Study participants.

          Design, Setting, and Participants

          This cross-sectional, community-based cohort study of the association of accelerometry-determined PA with brain MRI measures in Framingham, Massachusetts, included the Framingham Heart Study third-generation (examination 2, 2008-2011) and offspring (examination 9, 2011-2014) cohorts. Of 4021 participants who agreed to wear an accelerometer and had valid data (≥10 hours/day for ≥3 days), 1667 participants who did not undergo brain MRI (n = 1604) or had prevalent dementia or stroke (n = 63) were excluded. Data analysis began in 2016 and was completed in February 2019.

          Exposures

          Physical activity achieved using accelerometry-derived total activity (steps per day) and 2 intensity levels (light intensity and moderate to vigorous intensity).

          Main Outcomes and Measures

          Differences in total brain volume and other MRI markers of brain aging.

          Results

          The study sample of 2354 participants had a mean (SD) age of 53 (13) years, 1276 (54.2%) were women, and 1099 (46.7%) met the PA guidelines. Incremental light-intensity PA was associated with higher total brain volume; each additional hour of light-intensity PA was associated with approximately 1.1 years less brain aging (β estimate, 0.22; SD, 0.07; P = .003). Among individuals not meeting the PA guidelines, each hour of light-intensity PA (β estimate, 0.28; SD, 0.11; P = .01) and achieving 7500 steps or more per day (β estimate, 0.44; SD, 0.18; P = .02) were associated with higher total brain volume, equivalent to approximately 1.4 to 2.2 years less brain aging. After adjusting for light-intensity PA, neither increasing moderate to vigorous PA levels nor meeting the threshold moderate to vigorous PA level recommended by the PA guidelines were significantly associated with total brain volume.

          Conclusions and Relevance

          Every additional hour of light-intensity PA was associated with higher brain volumes, even among individuals not meeting current PA guidelines. These data are consistent with the notion that the potential benefits of PA on brain aging may accrue at a lower, more achievable level of intensity or duration.

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          Most cited references30

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          Physical Activity and Public Health: Updated Recommendation for Adults From the American College of Sports Medicine and the American Heart Association

          In 1995 the American College of Sports Medicine and the Centers for Disease Control and Prevention published national guidelines on Physical Activity and Public Health. The Committee on Exercise and Cardiac Rehabilitation of the American Heart Association endorsed and supported these recommendations. The purpose of the present report is to update and clarify the 1995 recommendations on the types and amounts of physical activity needed by healthy adults to improve and maintain health. Development of this document was by an expert panel of scientists, including physicians, epidemiologists, exercise scientists, and public health specialists. This panel reviewed advances in pertinent physiologic, epidemiologic, and clinical scientific data, including primary research articles and reviews published since the original recommendation was issued in 1995. Issues considered by the panel included new scientific evidence relating physical activity to health, physical activity recommendations by various organizations in the interim, and communications issues. Key points related to updating the physical activity recommendation were outlined and writing groups were formed. A draft manuscript was prepared and circulated for review to the expert panel as well as to outside experts. Comments were integrated into the final recommendation. To promote and maintain health, all healthy adults aged 18 to 65 yr need moderate-intensity aerobic (endurance) physical activity for a minimum of 30 min on five days each week or vigorous-intensity aerobic physical activity for a minimum of 20 min on three days each week. [I (A)] Combinations of moderate- and vigorous-intensity activity can be performed to meet this recommendation. [IIa (B)] For example, a person can meet the recommendation by walking briskly for 30 min twice during the week and then jogging for 20 min on two other days. Moderate-intensity aerobic activity, which is generally equivalent to a brisk walk and noticeably accelerates the heart rate, can be accumulated toward the 30-min minimum by performing bouts each lasting 10 or more minutes. [I (B)] Vigorous-intensity activity is exemplified by jogging, and causes rapid breathing and a substantial increase in heart rate. In addition, every adult should perform activities that maintain or increase muscular strength and endurance a minimum of two days each week. [IIa (A)] Because of the dose-response relation between physical activity and health, persons who wish to further improve their personal fitness, reduce their risk for chronic diseases and disabilities or prevent unhealthy weight gain may benefit by exceeding the minimum recommended amounts of physical activity. [I (A)]
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            Physical activity in U.S.: adults compliance with the Physical Activity Guidelines for Americans.

            To date, no study has objectively measured physical activity levels among U.S. adults according to the 2008 Physical Activity Guidelines for Americans (PAGA). The purpose of this study was to assess self-reported and objectively measured physical activity among U.S. adults according to the PAGA. Using data from the NHANES 2005-2006, the PAGA were assessed using three physical activity calculations: moderate plus vigorous physical activity ≥150 minutes/week (MVPA); moderate plus two instances of vigorous physical activity ≥150 minutes/week (M2VPA); and time spent above 3 METs ≥500 MET-minutes/week (METPA). Self-reported physical activity included leisure, transportation, and household activities. Objective activity was measured using Actigraph accelerometers that were worn for 7 consecutive days. Analyses were conducted in 2009-2010. U.S. adults reported 324.5 ± 18.6 minutes/week (M ± SE) of moderate physical activity and 73.6 ± 3.9 minutes/week of vigorous physical activity, although accelerometry estimates were 45.1 ± 4.6 minutes/week of moderate physical activity and 18.6 ± 6.6 minutes/week of vigorous physical activity. The proportion of adults meeting the PAGA according to M2VPA was 62.0% for self-report and 9.6% for accelerometry. According to the NHANES 2005-2006, fewer than 10% of U.S. adults met the PAGA according to accelerometry. However, physical activity estimates vary substantially depending on whether self-reported or measured via accelerometer. Copyright © 2011 American Journal of Preventive Medicine. Published by Elsevier Inc. All rights reserved.
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              The Third Generation Cohort of the National Heart, Lung, and Blood Institute's Framingham Heart Study: design, recruitment, and initial examination.

              For nearly 60 years, the Framingham Heart Study has examined the natural history, risk factors, and prognosis of cardiovascular, lung, and other diseases. Recruitment of the Original Cohort began in 1948. Twenty-three years later, 3,548 children of the Original Cohort, along with 1,576 of their spouses, enrolled in the Offspring Cohort. Beginning in 2002, 4,095 adults having at least one parent in the Offspring Cohort enrolled in the Third Generation Cohort, along with 103 parents of Third Generation Cohort participants who were not previously enrolled in the Offspring Cohort. The objective of new recruitment was to complement phenotypic and genotypic information obtained from prior generations, with priority assigned to larger families. From a pool of 6,553 eligible individuals, 1,912 men and 2,183 women consented and attended the first examination (mean age: 40 (standard deviation: 9) years; range: 19-72 years). The examination included clinical and laboratory assessments of vascular risk factors and imaging for subclinical atherosclerosis, as well as assessment of cardiac structure and function. The comparison of Third Generation Cohort data with measures previously collected from the first two generations will facilitate investigations of genetic and environmental risk factors for subclinical and overt diseases, with a focus on cardiovascular and lung disorders.
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                Author and article information

                Journal
                JAMA Netw Open
                JAMA Netw Open
                JAMA Netw Open
                JAMA Network Open
                American Medical Association
                2574-3805
                19 April 2019
                April 2019
                19 April 2019
                : 2
                : 4
                : e192745
                Affiliations
                [1 ]Department of Endocrinology, Diabetes, Nutrition and Weight Management, Boston University School of Medicine, Boston, Massachusetts
                [2 ]Framingham Heart Study, Framingham, Massachusetts
                [3 ]Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
                [4 ]Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
                [5 ]Department of Internal Medicine, Glostrup Hospital, Glostrup, Denmark
                [6 ]Melbourne Dementia Research Centre, The Florey Institute for Neuroscience and Mental Health, Melbourne, Victoria, Australia
                [7 ]Faculty of Medicine, Dentistry, and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
                [8 ]Centre for Human Psychopharmacology, Swinburne University of Technology, Melbourne, Victoria, Australia
                [9 ]Department of Neurology and Center for Neuroscience, University of California, Davis
                [10 ]Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
                [11 ]Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
                [12 ]Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio
                Author notes
                Article Information
                Accepted for Publication: March 4, 2019.
                Published: April 19, 2019. doi:10.1001/jamanetworkopen.2019.2745
                Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2019 Spartano NL et al. JAMA Network Open.
                Corresponding Author: Nicole L. Spartano, PhD, Department of Endocrinology, Diabetes, Nutrition and Weight Management, Boston University School of Medicine, 720 Harrison Ave, Ste 8100, Boston, MA 02118 ( spartano@ 123456bu.edu ).
                Author Contributions: Drs Beiser and Seshadri had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
                Concept and design: Spartano, Andersson, Pase, Murabito, Beiser, Vasan, Seshadri.
                Acquisition, analysis, or interpretation of data: Spartano, Davis-Plourde, Himali, Pase, Maillard, DeCarli, Beiser, Vasan, Seshadri.
                Drafting of the manuscript: Spartano, Seshadri.
                Critical revision of the manuscript for important intellectual content: All authors.
                Statistical analysis: Davis-Plourde, Himali, Maillard, Beiser.
                Obtained funding: Spartano, DeCarli, Vasan, Seshadri.
                Administrative, technical, or material support: Spartano, DeCarli, Vasan.
                Supervision: Himali, Pase, DeCarli, Beiser, Vasan, Seshadri.
                Conflict of Interest Disclosures: Drs Himali and Vasan reported grants from National Institutes of Health during the conduct of the study. Dr Beiser reported grants from Boston University during the conduct of the study. No other disclosures were reported.
                Funding/Support: This study was funded by grants N01-HC25195 and R01-HL131029 from the National Heart, Lung, and Blood Institute, grant HHSN268201500001I from the National Institutes of Health, grants R01-AG054076, R01-AG049607, and R01-AG047645 from the National Institute on Aging, grant R01-NS017950 from the National Institute of Neurological Disorders and Strokes, and grants 15GPSGC24800006 and 16MCPRP30310001 from the American Heart Association. Dr Vasan is supported in part by the Evans Medical Foundation and the Jay and Louis Coffman Endowment, Department of Medicine, Boston University School of Medicine. Dr Pase is funded by a National Heart Foundation of Australia Future Leader Fellowship (102052).
                Role of Funder: The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
                Article
                zoi190123
                10.1001/jamanetworkopen.2019.2745
                6481600
                31002329
                09eee6bd-c355-41ec-9ea6-f7942c14b5b8
                Copyright 2019 Spartano NL et al. JAMA Network Open.

                This is an open access article distributed under the terms of the CC-BY License.

                History
                : 1 February 2019
                : 3 March 2019
                : 4 March 2019
                Funding
                Funded by: National Heart, Lung, and Blood Institute
                Funded by: National Institutes of Health
                Funded by: National Institute on Aging
                Funded by: National Institute of Neurological Disorders and Strokes
                Funded by: American Heart Association
                Funded by: Evans Medical Foundation
                Funded by: Jay and Louis Coffman Endowment
                Funded by: National Heart Foundation of Australia
                Categories
                Research
                Original Investigation
                Online Only
                Neurology

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