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

dc.contributor.authorAhmadi MN
dc.contributor.authorBlodgett JM
dc.contributor.authorAtkin AJ
dc.contributor.authorChan HW
dc.contributor.authorDel Pozo Cruz B
dc.contributor.authorSuorsa K
dc.contributor.authorBakker EA
dc.contributor.authorPulsford RM
dc.contributor.authorMielke GI
dc.contributor.authorJohansson PJ
dc.contributor.authorHettiarachchi P
dc.contributor.authorThijssen DHJ
dc.contributor.authorStenholm S
dc.contributor.authorMishra GD
dc.contributor.authorTeixeira-Pinot A
dc.contributor.authorRangul V
dc.contributor.authorSherar LB
dc.contributor.authorEkelund U
dc.contributor.authorHughes AD
dc.contributor.authorLee IM
dc.contributor.authorHoltermann A
dc.contributor.authorKoster A
dc.contributor.authorHamer M
dc.contributor.authorStamatakis E
dc.contributor.authorProPASS collaboration
dc.contributor.organizationfi=kansanterveystiede|en=Public Health|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.94792640685
dc.contributor.organization-code2607008
dc.converis.publication-id387701442
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/387701442
dc.date.accessioned2025-08-28T02:29:05Z
dc.date.available2025-08-28T02:29:05Z
dc.description.abstract<p>AIMS/HYPOTHESIS</p><p>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.<br></p><p>METHODS</p><p>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<sub>1c</sub> and total cholesterol) were examined cross-sectionally using generalised linear modelling and cubic splines.<br></p><p>RESULTS</p><p>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.<br></p><p>CONCLUSIONS/INTERPRETATION</p><p>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.</p>
dc.format.pagerange1051
dc.format.pagerange1065
dc.identifier.eissn1432-0428
dc.identifier.jour-issn0012-186X
dc.identifier.olddbid209171
dc.identifier.oldhandle10024/192198
dc.identifier.urihttps://www.utupub.fi/handle/11111/39518
dc.identifier.urlhttps://doi.org/10.1007/s00125-024-06090-y
dc.identifier.urnURN:NBN:fi-fe2025082792272
dc.language.isoen
dc.okm.affiliatedauthorSuorsa, Kristin
dc.okm.affiliatedauthorStenholm, Sari
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer
dc.publisher.countryGermanyen_GB
dc.publisher.countrySaksafi_FI
dc.publisher.country-codeDE
dc.relation.doi10.1007/s00125-024-06090-y
dc.relation.ispartofjournalDiabetologia
dc.relation.issue6
dc.relation.volume67
dc.source.identifierhttps://www.utupub.fi/handle/10024/192198
dc.titleRelationship 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
dc.year.issued2024

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