Decoding Atrial Fibrillation Heterogeneity
- 1Institute of Health Informatics Research, University College London, London, United Kingdom
- 2Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom; UCL British Heart Foundation Center of Excellence, London, United Kingdom; Department of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centres, University of Amsterdam, Amsterdam UMC, the Netherlands
- 3Institute of Health Informatics Research, University College London, London, United Kingdom; Barts Heart Centre, Barts Health NHS Trust, London, United Kingdom
Abstract
Background: Age and sex influence atrial fibrillation (AF) prevalence and outcomes, yet comprehensive data on sex- and age-specific health care utilization in patients newly diagnosed with AF remain limited. Objectives: We aimed to address this gap using a phenome-wide association study (Phe-WAS) approach. Methods: We conducted a retrospective cohort study using nationwide Clinical Practice Research Datalink data linked to Hospital Episodes Statistics. Adults diagnosed with AF between 1998 and 2016 (n = 199,433) were matched 1:1 by age and sex to non-AF control subjects. Primary and secondary care interactions 5 years post diagnosis were analyzed using Phe-WAS with Bonferroni-adjusted significance thresholds. Logistic regression estimated odds ratios for conditions in AF vs control groups, stratified by sex and age. Associations were assessed for novelty through literature review and causality using published Mendelian randomization studies. Results: Patients with AF had higher rates of cardiovascular and noncardiovascular conditions than control subjects, with marked sex- and age-specific patterns. Women had more bleeding complications, pneumonia, Clostridium difficile enterocolitis, cholangitis, and electrolyte disturbances, whereas men had higher rates of alcohol-related disorders, ventricular arrhythmias, cardiac arrest, and cardiomyopathy. Younger patients with AF (<50 years) more often had alcohol-related mental and behavioral disorders, gout, and dilated cardiomyopathy, while older patients (>60 years) more often had heart failure, ischemic stroke, renal failure, and respiratory infections. Of 51 phenotypes more common in AF, 28 were previously reported, and 23 were potentially novel. Mendelian randomization analyses suggested AF was causal for 19 associations. Conclusions: This Phe-WAS demonstrates the broad spectrum of health care interactions in AF beyond traditional cardiovascular complications.
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BibTeX
@article{hiroyukiyoshimura2026decoding,
title = {{Decoding Atrial Fibrillation Heterogeneity}},
author = {Hiroyuki Yoshimura, MSc and Sheng-Chia Chung, PhD and Gregory Y.H. Lip, MD and A. Floriaan Schmidt, PhD and Rui Providencia, MD, PhD},
journal = {JACC: Advances},
year = {2026},
month = oct,
doi = {10.1016/j.jacadv.2026.103352},
url = {https://doi.org/10.1016/j.jacadv.2026.103352},
note = {CC BY 4.0},
}
RIS
TY - JOUR
TI - Decoding Atrial Fibrillation Heterogeneity
AU - Hiroyuki Yoshimura, MSc
AU - Sheng-Chia Chung, PhD
AU - Gregory Y.H. Lip, MD
AU - A. Floriaan Schmidt, PhD
AU - Rui Providencia, MD, PhD
PY - 2026
DA - 2026/10/22
JO - JACC: Advances
DO - 10.1016/j.jacadv.2026.103352
UR - https://doi.org/10.1016/j.jacadv.2026.103352
AB - Background: Age and sex influence atrial fibrillation (AF) prevalence and outcomes, yet comprehensive data on sex- and age-specific health care utilization in patients newly diagnosed with AF remain limited. Objectives: We aimed to address this gap using a phenome-wide association study (Phe-WAS) approach. Methods: We conducted a retrospective cohort study using nationwide Clinical Practice Research Datalink data linked to Hospital Episodes Statistics. Adults diagnosed with AF between 1998 and 2016 (n = 199,433) were matched 1:1 by age and sex to non-AF control subjects. Primary and secondary care interactions 5 years post diagnosis were analyzed using Phe-WAS with Bonferroni-adjusted significance thresholds. Logistic regression estimated odds ratios for conditions in AF vs control groups, stratified by sex and age. Associations were assessed for novelty through literature review and causality using published Mendelian randomization studies. Results: Patients with AF had higher rates of cardiovascular and noncardiovascular conditions than control subjects, with marked sex- and age-specific patterns. Women had more bleeding complications, pneumonia, Clostridium difficile enterocolitis, cholangitis, and electrolyte disturbances, whereas men had higher rates of alcohol-related disorders, ventricular arrhythmias, cardiac arrest, and cardiomyopathy. Younger patients with AF (<50 years) more often had alcohol-related mental and behavioral disorders, gout, and dilated cardiomyopathy, while older patients (>60 years) more often had heart failure, ischemic stroke, renal failure, and respiratory infections. Of 51 phenotypes more common in AF, 28 were previously reported, and 23 were potentially novel. Mendelian randomization analyses suggested AF was causal for 19 associations. Conclusions: This Phe-WAS demonstrates the broad spectrum of health care interactions in AF beyond traditional cardiovascular complications.
SN - 2772-963X
ER -