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Record W4387902778 · doi:10.1101/2023.10.23.23297430

Device-measured vigorous intermittent lifestyle physical activity and major cardiovascular events

2023· preprint· en· W4387902778 on OpenAlexaff
Emmanuel Stamatakis, Matthew Ahmadi, Raaj Kishore Biswas, Borja del Pozo Cruz, Cecilie Thøgersen‐Ntoumani, Marie Murphy, Angelo Sabag, Scott A. Lear, Jason M. R. Gill, Clara K Chow, Mark Hamer

Bibliographic record

VenuemedRxiv · 2023
Typepreprint
Languageen
FieldMedicine
TopicCardiovascular and exercise physiology
Canadian institutionsSimon Fraser University
FundersNational Health and Medical Research CouncilMedical Research Council
KeywordsMaceMedicineMyocardial infarctionHeart failurePhysical therapyPhysical activityActigraphyStroke (engine)Internal medicineProspective cohort studyCohortCohort studyCardiologyPercutaneous coronary interventionCircadian rhythm

Abstract

fetched live from OpenAlex

ABSTRACT Importance Vigorous physical activity is a time-efficient and potent preventive intervention for major adverse cardiovascular events (MACE), although longer traditional exercise sessions are unappealing or inaccessible to most adults. Objective We examined the dose-response associations of device-measured vigorous intermittent lifestyle physical activity (VILPA, brief sporadic bouts of higher intensity occurring during daily living) with MACE and its sub-types in women and men. We also undertook analogous analyses in a sample of exercisers. Design, Setting, and Participants Prospective cohort analysis of 13,018 women and 9,350 men non-exercisers from the UK Biobank accelerometry sub-study; the contextual analyses involved 34,364 female/24,284 male exercisers from the same sub-study. Exposures Wrist accelerometer assessed daily VILPA duration of bouts lasting up to 1 and up to 2 minutes. Outcomes and Measures Overall and sex-specific dose-response associations of daily VILPA with MACE and its subtypes (incident myocardial infarction, heart failure and stroke). Results Among female/male non-exercisers there were 331/488 all-MACE events (129/250 myocardial infarction, 96/119 heart failure,106/119 stroke events) over a mean 7.9-year follow-up. Daily VILPA duration exhibited a near-linear dose-response association with all MACE, myocardial infarction, and heart failure in women but not in men. Compared to women with no VILPA, the median daily VILPA duration of 3.4 minutes per day was associated with HRs of 0.55 (0.41, 0.75) for all MACE; and 0.33 (0.18, 0.59) for heart failure. Women’s minimum doses (the dose associated with 50% of the optimal risk reduction) of 1.2-1.6 minutes of VILPA per day were associated with HRs of 0.70 (0.58, 0.86) for all-MACE, 0.67 (0.50, 0.91) for myocardial infarction and 0.60 (0.45, 0.81) for heart failure, respectively. The equivalent analyses in exercisers in the UK Biobank showed comparable beneficial associations of vigorous intensity activity with all MACE, myocardial infarction and heart failure in both sex groups. Conclusions and Relevance Amongst non-exercisers, small amounts of VILPA were associated with substantially lower risk of myocardial infarction and heart failure in women but not in men. No such sex differences were evident among exercisers. VILPA may be a promising physical activity target for CVD prevention in women not willing or able to exercise.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.037
GPT teacher head0.293
Teacher spread0.256 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations6
Published2023
Admission routes1
Has abstractyes

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