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Relationship of device measured physical activity type and posture with cardiometabolic health markers: pooled dose–response associations from the Prospective Physical Activity, Sitting and Sleep Consortium

  • Matthew N. Ahmadi*
  • , Joanna M. Blodgett
  • , Andrew J. Atkin
  • , Hsiu Wen Chan
  • , Borja del Pozo Cruz
  • , Kristin Suorsa
  • , Esmee A. Bakker
  • , Richard M. Pulsford
  • , Gregore I. Mielke
  • , Peter J. Johansson
  • , Pasan Hettiarachchi
  • , Dick H.J. Thijssen
  • , Sari Stenholm
  • , Gita D. Mishra
  • , Armando Teixeira-Pinot
  • , Vegar Rangul
  • , Lauren B. Sherar
  • , Ulf Ekelund
  • , Alun D. Hughes
  • , I. Min Lee
  • ProPASS collaboration, Andreas Holtermann, Annemarie Koster, Mark Hamer, Emmanuel Stamatakis
*Corresponding author for this work
  • The University of Sydney
  • University College London
  • University of East Anglia
  • The University of Queensland
  • University of Cádiz
  • University of Turku
  • Radboud University Medical Center
  • University of Granada
  • University of Exeter
  • Uppsala University
  • Uppsala University Hospital
  • Norwegian University of Science and Technology
  • Loughborough University
  • Norwegian School of Sport Sciences
  • Norwegian Institute of Public Health
  • University College London Hospitals NHS Foundation Trust
  • Brigham and Women's Hospital
  • Harvard T.H. Chan School of Public Health
  • National Research Centre for the Working Environment
  • Maastricht University

Research output: Contribution to journal › Journal article › Research › peer-review

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Abstract

AIMS/HYPOTHESIS: The aim of this study was to examine the dose-response associations of device-measured physical activity types and postures (sitting and standing time) with cardiometabolic health.

METHODS: We conducted an individual participant harmonised meta-analysis of 12,095 adults (mean ± SD age 54.5±9.6 years; female participants 54.8%) from six cohorts with thigh-worn accelerometry data from the Prospective Physical Activity, Sitting and Sleep (ProPASS) Consortium. Associations of daily walking, stair climbing, running, standing and sitting time with a composite cardiometabolic health score (based on standardised z scores) and individual cardiometabolic markers (BMI, waist circumference, triglycerides, HDL-cholesterol, HbA 1c and total cholesterol) were examined cross-sectionally using generalised linear modelling and cubic splines.

RESULTS: We observed more favourable composite cardiometabolic health (i.e. z score <0) with approximately 64 min/day walking (z score [95% CI] -0.14 [-0.25, -0.02]) and 5 min/day stair climbing (-0.14 [-0.24, -0.03]). We observed an equivalent magnitude of association at 2.6 h/day standing. Any amount of running was associated with better composite cardiometabolic health. We did not observe an upper limit to the magnitude of the dose-response associations for any activity type or standing. There was an inverse dose-response association between sitting time and composite cardiometabolic health that became markedly less favourable when daily durations exceeded 12.1 h/day. Associations for sitting time were no longer significant after excluding participants with prevalent CVD or medication use. The dose-response pattern was generally consistent between activity and posture types and individual cardiometabolic health markers.

CONCLUSIONS/INTERPRETATION: In this first activity type-specific analysis of device-based physical activity, ~64 min/day of walking and ~5.0 min/day of stair climbing were associated with a favourable cardiometabolic risk profile. The deleterious associations of sitting time were fully attenuated after exclusion of participants with prevalent CVD and medication use. Our findings on cardiometabolic health and durations of different activities of daily living and posture may guide future interventions involving lifestyle modification.

Original languageEnglish
JournalDiabetologia
Volume67
Issue number6
Pages (from-to)1051-1065
ISSN0012-186X
DOIs
Publication statusPublished - Jun 2024

Keywords

  • Cardiometabolic health
  • Individual participant meta-analysis
  • Physical activity type
  • Posture
  • Running
  • Sitting
  • Stair climbing
  • Standing
  • Walking
  • Wearables
  • Waist Circumference/physiology
  • Prospective Studies
  • Cardiovascular Diseases/prevention & control
  • Humans
  • Middle Aged
  • Male
  • Posture/physiology
  • Sleep/physiology
  • Standing Position
  • Walking/physiology
  • Female
  • Adult
  • Biomarkers/blood
  • Stair Climbing/physiology
  • Body Mass Index
  • Cross-Sectional Studies
  • Exercise/physiology
  • Sitting Position
  • Cholesterol, HDL/blood
  • Triglycerides/blood
  • Aged
  • Accelerometry
  • Sedentary Behavior

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