Related Experiment Video
Updated: Jun 11, 2026

Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
Published on: February 21, 2025
Joint association of genetic risk and accelerometer-based step count with cardiovascular disease: a UK-Biobank cohort
Panagiota Birmpili1, Laura Brocklebank1, Laura Portas1
1Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom.
Aims:
This population-based prospective cohort study investigated whether accelerometer-measured step count is associated with incident cardiovascular disease (CVD), independently from genetic risk.
Methods:
The study included UK Biobank participants with valid accelerometer and genetic data and without prevalent CVD at baseline. Genetic risk for CVD was categorised as low (1st fifth), moderate (2nd-4th fifths), and high (5th fifth). Median daily step count was categorised as low (<6,500), moderate (6,500-12,499), and high (≥12,500). The association of genetic risk and step count with incident CVD, defined as a composite of coronary artery disease and ischaemic stroke, was examined using adjusted Cox proportional hazards models.
Results:
Of 84,286 participants, 4,847 developed CVD during follow-up (median 7.9 years). High genetic risk and low step count were independently associated with higher risk of CVD, with no evidence of a multiplicative interaction (P for interaction = 0.46). Compared with the reference group (low genetic risk and high step count; absolute risk: 62 per 1,000), the highest risk of CVD was observed in participants with high genetic risk and low step count (hazard ratio: 2.81, 95% confidence interval: 2.27-3.46, p < 0.0001; absolute risk: 174 per 1,000). There was an inverse dose-response association between the hazard of CVD and step counts up to 10,000 steps/day, which then plateaued in moderate and high genetic risk groups.
Conclusions:
High daily step count was associated with lower CVD risk in individuals with moderate and high genetic risk, indicating that walking should be encouraged for all, especially those predisposed to CVD.
Related Concept Videos
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Coronary Artery Disease I: Introduction
Bias in Epidemiological Studies
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
Human Genetics
The complex relationship between genetics and psychology is observable through common biological components such...
Assessment of blood pressure in brachial artery(two-step method)