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Mendelian randomisation and mediation analysis of self-reported walking pace and coronary artery disease

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posted on 2024-05-10, 08:38 authored by Iain R Timmins, Francesco Zaccardi, Thomas Yates, Frank DudbridgeFrank Dudbridge

The aim of this study was to assess the causal relationship between habitual walking pace and cardiovascular disease risk using a Mendelian randomisation approach. We performed both one- and two-sample Mendelian randomisation analyses in a sample of 340,000 European ancestry participants from UK Biobank, applying a range of sensitivity analyses to assess pleiotropy and reverse causality. We used a latent variable framework throughout to model walking pace as a continuous exposure, despite being measured in discrete categories, which provided more robust and interpretable causal effect estimates. Using one-sample Mendelian randomisation, we estimated that a 1 mph (i.e., 1.6 kph) increase in self-reported habitual walking pace corresponds to a 63% (hazard ratio (HR) = 0.37, 95% confidence interval (CI), 0.25–0.55, P = 2.0 × 10–6) reduction in coronary artery disease risk. Using conditional analyses, we also estimated that the proportion of the total effect on coronary artery disease mediated through BMI was 45% (95% CI 16–70%). We further validated findings from UK Biobank using two-sample Mendelian randomisation with outcome data from the CARDIoGRAMplusC4D consortium. Our findings suggest that interventions that seek to encourage individuals to walk more briskly should lead to protective effects on cardiovascular disease risk.

Funding

RESET: REmission of diabetes and improved diastolic function by combining Structured Exercise with meal replacemenT and food reintroduction.

Medical Research Council

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HCM: Using genetic associations to account for selection bias in epidemiology

Medical Research Council

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NIHR Leicester Biomedical Research Centre (BRC)

History

Citation

Timmins, I.R., Zaccardi, F., Yates, T. et al. Mendelian randomisation and mediation analysis of self-reported walking pace and coronary artery disease. Sci Rep 14, 9995 (2024)

Author affiliation

Population Health Sciences

Version

  • VoR (Version of Record)

Published in

Scientific Reports

Volume

14

Publisher

Nature Research

issn

2045-2322

eissn

2045-2322

Acceptance date

2024-04-23

Copyright date

2024

Available date

2024-05-10

Spatial coverage

England

Language

en

Deposited by

Professor Frank Dudbridge

Deposit date

2024-05-10

Data Access Statement

Analysis on UK Biobank data was performed under application number 33266, covered by the general ethical approval for UK Biobank studies from the National Health Service National Research Ethics. Because of the sensitive individual‐level nature of these data, they are not available to share by the authors but can be accessed by application directly to the UK Biobank. Publicly available genome‐wide association summary data from the CARDIoGRAMplusC4D consortium was used for validation analyses, and the details for accessing this data is available at the cited sources. Ethical approval and participant consent were obtained in each of the original studies that generated the data. Other datasets from this study are available from the corresponding author.

Rights Retention Statement

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