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Research Article
Originally Published 6 November 2024
Open Access

Device-Measured 24-Hour Movement Behaviors and Blood Pressure: A 6-Part Compositional Individual Participant Data Analysis in the ProPASS Consortium

Joanna M. Blodgett, PhD https://orcid.org/0000-0001-7684-3571 [email protected], Matthew N. Ahmadi, PhD https://orcid.org/0000-0002-3115-338X, Andrew J. Atkin, PhD https://orcid.org/0000-0002-3819-3448, Richard M. Pulsford, PhD https://orcid.org/0000-0001-6880-7597, Vegar Rangul, PhD https://orcid.org/0000-0001-8863-0557, Sebastien Chastin, PhD https://orcid.org/0000-0003-1421-9348, Hsiu-Wen Chan, PhD https://orcid.org/0000-0003-1545-0488, Show All , Kristin Suorsa, PhD https://orcid.org/0000-0002-3520-8069, Esmée A. Bakker, PhD https://orcid.org/0000-0003-3899-471X, Nidhi Gupta, PhD https://orcid.org/0000-0002-0035-9342, Pasan Hettiarachchi, PhD https://orcid.org/0000-0003-1377-1923, Peter J. Johansson, PhD https://orcid.org/0000-0001-9354-6704, Lauren B. Sherar, PhD https://orcid.org/0000-0002-9942-5433, Borja del Pozo Cruz, PhD https://orcid.org/0000-0003-3944-2212, Nicholas Koemel, PhD, Gita D. Mishra, PhD https://orcid.org/0000-0001-9610-5904, Thijs M.H. Eijsvogels, PhD https://orcid.org/0000-0003-0747-4471, Sari Stenholm, PhD, Alun D. Hughes, PhD https://orcid.org/0000-0001-5432-5271, Armando Teixeira-Pinto, PhD https://orcid.org/0000-0002-9389-2516, Ulf Ekelund, PhD https://orcid.org/0000-0003-2115-9267, I-Min Lee, PhD https://orcid.org/0000-0002-1083-6907, Andreas Holtermann, PhD https://orcid.org/0000-0003-4825-5697, Annemarie Koster, PhD https://orcid.org/0000-0003-1583-7391, Emmanuel Stamatakis, PhD https://orcid.org/0000-0001-7323-3225 [email protected], and Mark Hamer, PhD https://orcid.org/0000-0002-8726-7992 [email protected] ProPASS CollaborationAuthor Info & Affiliations

Abstract

BACKGROUND:

Blood pressure (BP)–lowering effects of structured exercise are well-established. Effects of 24-hour movement behaviors captured in free-living settings have received less attention. This cross-sectional study investigated associations between a 24-hour behavior composition comprising 6 parts (sleeping, sedentary behavior, standing, slow walking, fast walking, and combined exercise-like activity [eg, running and cycling]) and systolic BP (SBP) and diastolic BP (DBP).

METHODS:

Data from thigh-worn accelerometers and BP measurements were collected from 6 cohorts in the Prospective Physical Activity, Sitting and Sleep consortium (ProPASS) (n=14 761; mean±SD, 54.2±9.6 years). Individual participant analysis using compositional data analysis was conducted with adjustments for relevant harmonized covariates. Based on the average sample composition, reallocation plots examined estimated BP reductions through behavioral replacement; the theoretical benefits of optimal (ie, clinically meaningful improvement in SBP [2 mm Hg] or DBP [1 mm Hg]) and minimal (ie, 5-minute reallocation) behavioral replacements were identified.

RESULTS:

The average 24-hour composition consisted of sleeping (7.13±1.19 hours), sedentary behavior (10.7±1.9 hours), standing (3.2±1.1 hours), slow walking (1.6±0.6 hours), fast walking (1.1±0.5 hours), and exercise-like activity (16.0±16.3 minutes). More time spent exercising or sleeping, relative to other behaviors, was associated with lower BP. An additional 5 minutes of exercise-like activity was associated with estimated reductions of –0.68 mm Hg (95% CI, –0.15, –1.21) SBP and –0.54 mm Hg (95% CI, –0.19, 0.89) DBP. Clinically meaningful improvements in SBP and DBP were estimated after 20 to 27 minutes and 10 to 15 minutes of reallocation of time in other behaviors into additional exercise. Although more time spent being sedentary was adversely associated with SBP and DBP, there was minimal impact of standing or walking.

CONCLUSIONS:

Study findings reiterate the importance of exercise for BP control, suggesting that small additional amounts of exercise are associated with lower BP in a free-living setting.

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Information & Authors

Information

Published In

Go to Circulation
Go to Circulation
Circulation
PubMed: 39504653

History

Received: 27 March 2024
Accepted: 18 September 2024
Published online: 6 November 2024

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Keywords

  1. cardiometabolic risk factors
  2. epidemiology
  3. exercise
  4. observational study
  5. sedentary behavior
  6. sleep
  7. walking

Subjects

Authors

Affiliations

Institute of Sport Exercise and Health, Division of Surgery and Interventional Sciences, University College London, United Kingdom. (J.M.B., M.H.)
University College London Hospitals, National Institute for Health and Care Research Biomedical Research Centre, United Kingdom (J.M.B., A.D.H., M.H.).
Mackenzie Wearables Research Hub, Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Australia. (M.N.A., N.K., E.S.)
School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Australia. (M.N.A., N.K., E.S.)
School of Health Sciences and Norwich Epidemiology Centre, University of East Anglia, United Kingdom (A.J.A.).
Richard M. Pulsford, PhD https://orcid.org/0000-0001-6880-7597
Faculty of Health and Life Sciences, University of Exeter, United Kingdom (R.M.P.).
HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Levanger (V.R.).
School of Health and Life Science, Glasgow Caledonian University, United Kingdom (S.C.).
Department of Movement and Sport Sciences, Ghent University, Belgium (S.C.).
School of Public Health, University of Queensland, Brisbane, Australia (H.-W.C., G.D.M.).
Department of Public Health, University of Turku and Turku University Hospital, Finland. (K.S., S.S.)
Centre for Population Health Research, University of Turku and Turku University Hospital, Finland. (K.S., S.S.)
Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute, University of Granada, Spain (E.A.B., T.M.H.E.).
Department of Medical BioSciences, Exercise Physiology Research Group, Radboud University Medical Center, Nijmegen, The Netherlands (E.A.B.).
National Research Centre for the Working Environment, Copenhagen, Denmark (N.G., A.H.).
Pasan Hettiarachchi, PhD https://orcid.org/0000-0003-1377-1923
Occupational and Environmental Medicine, Department of Medical Sciences, Uppsala University, Sweden. (P.H., P.J.J.)
Occupational and Environmental Medicine, Department of Medical Sciences, Uppsala University, Sweden. (P.H., P.J.J.)
Occupational and Environmental Medicine, Uppsala University Hospital, Sweden (P.J.J.).
School of Sport, Exercise and Health Sciences, Loughborough University, United Kingdom (L.B.S.).
Borja del Pozo Cruz, PhD https://orcid.org/0000-0003-3944-2212
Faculty of Sport Sciences, and Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain (B.d.P.C.).
Department of Sports Science and Clinical Biomechanics, Faculty of Health, Southern Denmark University, Odense, Denmark (B.d.P.C., A.H.).
Nicholas Koemel, PhD
Mackenzie Wearables Research Hub, Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Australia. (M.N.A., N.K., E.S.)
School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Australia. (M.N.A., N.K., E.S.)
School of Public Health, University of Queensland, Brisbane, Australia (H.-W.C., G.D.M.).
Thijs M.H. Eijsvogels, PhD https://orcid.org/0000-0003-0747-4471
Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute, University of Granada, Spain (E.A.B., T.M.H.E.).
Sari Stenholm, PhD
Department of Public Health, University of Turku and Turku University Hospital, Finland. (K.S., S.S.)
Centre for Population Health Research, University of Turku and Turku University Hospital, Finland. (K.S., S.S.)
Research Services, University of Turku and Turku University Hospital, Finland. (S.S.)
University College London British Heart Foundation Research Accelerator, University College London, United Kingdom. (A.D.H.)
University College London Hospitals, National Institute for Health and Care Research Biomedical Research Centre, United Kingdom (J.M.B., A.D.H., M.H.).
Department of Population Science & Experimental Medicine, UCL Institute of Cardiovascular Science, UCL, United Kingdom (A.D.H.).
Armando Teixeira-Pinto, PhD https://orcid.org/0000-0002-9389-2516
School of Public Health, Faculty of Medicine and Health, University of Sydney, Australia. (A.T.-P.)
Department of Sport Medicine, Norwegian School of Sport Sciences, Oslo (U.E.).
Department of Chronic Diseases, Norwegian Public Health Institute, Oslo (U.E.).
Division of Preventive Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA (I.M.L.).
Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA (I.M.L.).
National Research Centre for the Working Environment, Copenhagen, Denmark (N.G., A.H.).
Department of Sports Science and Clinical Biomechanics, Faculty of Health, Southern Denmark University, Odense, Denmark (B.d.P.C., A.H.).
Maastricht University CAPRHI Care and Public Health Research Institute, Department of Social Medicine Maastricht, The Netherlands (A.K.).
Mackenzie Wearables Research Hub, Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Australia. (M.N.A., N.K., E.S.)
School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Australia. (M.N.A., N.K., E.S.)
Institute of Sport Exercise and Health, Division of Surgery and Interventional Sciences, University College London, United Kingdom. (J.M.B., M.H.)
University College London Hospitals, National Institute for Health and Care Research Biomedical Research Centre, United Kingdom (J.M.B., A.D.H., M.H.).
ProPASS Collaboration

Notes

E. Stamatakis and M. Hamer contributed equally.
Supplemental Material is available at Supplemental Material.
A complete list of the ProPASS investigators is provided in the Appendix.
For Sources of Funding and Disclosures, see page XXX.
Correspondence to: Joanna M. Blodgett, PhD, Institute of Sports Exercise and Health, Division of Surgery and Interventional Science, 170 Tottenham Court Rd, London, UK, Email [email protected]
Emmanuel Stamatakis, PhD, Mackenzie Wearables Research Hub, Charles Perkins Centre, Johns Hopkins Dr, Camperdown NSW 2050, Australia, Email [email protected]
Mark Hamer, PhD, Institute of Sports Exercise and Health, Division of Surgery and Interventional Science, 170 Tottenham Court Rd, London, UK, Email [email protected]

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