Related Experiment Video
Updated: Feb 14, 2026

Transesophageal Atrial Burst Pacing for Atrial Fibrillation Induction in Rats
Published on: February 14, 2022
Atrial Fibrillation and Coronary Events: Competing Risks and Bidirectional Mediation in a Longitudinal Swedish Cohort
Xue Bao1,2, Songjiang Yin3, Biao Xu1
1Department of Cardiology, Cardiovascular Disease Center, Jiangsu Key Laboratory for Cardiovascular Information and Health Engineering Medicine, Nanjing Drum Tower Hospital, Medical School, Nanjing University, China (X.B., B.X.).
Insights
Atrial fibrillation (AF) and coronary events (CEs) share risk factors and show bidirectional mediation. Understanding these links is key for integrated prevention strategies for these common comorbidities.
Area of Science:
- Cardiovascular Medicine
- Epidemiology
- Biostatistics
Background:
- Atrial fibrillation (AF) and coronary events (CEs) frequently coexist.
- The interplay of risk factors and mediation pathways between AF and CEs is not well understood.
Purpose of the Study:
- To investigate the differential associations of risk factors with incident AF and CEs.
- To examine the bidirectional mediation effects between AF and CEs.
Main Methods:
- A large Swedish cohort study analyzed 25,963 subjects without prior AF, CEs, stroke, or heart failure.
- Multivariable-adjusted Cox models and competing risk analysis assessed risk factor associations.
- Mediation models evaluated bidirectional pathways between AF and CEs.
Main Results:
- Adiposity indices were more strongly associated with AF, while traditional risk factors predominantly linked to CEs.
- Higher apolipoprotein A1 (apoA1) levels correlated with higher AF risk but lower CEs risk; higher apolipoprotein B (apoB) showed opposite associations.
- Diabetes-associated AF risk was significantly mediated by prior CEs (41.5%); prior AF mediated 26.1% of adiposity index effects on CEs.
Conclusions:
- AF and CEs exhibit distinct risk profiles and significant bidirectional mediation.
- Findings support refined risk stratification for AF, CEs, and their co-occurrence.
- Integrated prevention strategies are crucial for managing the comorbidity of AF and CEs.
Background:
The prevalence of atrial fibrillation (AF) and coronary events (CEs) overlap, yet their differential associations with risk factors and reciprocal mediation remain poorly characterized.
Methods:
In a large Swedish cohort study (baseline: 1991-1996), subjects without preexisting AF, CEs, stroke, or heart failure were analyzed. Associations between baseline risk factors (age, sex, body mass index or waist circumference, smoking, alcohol intake, systolic blood pressure, diabetes, apoA1 (apolipoprotein A1) and apoB (apolipoprotein B) levels, leukocyte counts, education, physical activity, and medications) and incident AF or CEs were assessed using multivariable-adjusted Cox models, with association strengths compared using competing risk analysis. For each risk factor, we performed multivariable-adjusted mediation models for survival data separately, first with AF as a time-varying mediator for CEs, then reciprocally with CEs for AF, to estimate bidirectional mediation pathways.
Results:
Among 25 963 subjects (aged 58.0±7.60 years, 62.0% women), 5447 incident AF and 3462 incident CEs occurred (1125 overlapped cases) over a median follow-up of 24.6 and 24.9 years, respectively. Various traditional risk factors were predominantly associated with CEs, whereas certain ones, particularly adiposity indices, demonstrated stronger associations with AF. Notably, higher apoA1 levels were associated with higher AF risk but lower CEs risk, whereas higher apoB showed opposite associations (P for equal associations <0.0001). Significant bidirectional mediation effects were found between AF and CEs. Prior CEs mediated 41.5% (95% CI, 8.5%-84.4%; P=0.0031) of the diabetes-associated AF risk, representing the highest degree of mediation among all risk factors analyzed. Conversely, prior AF mediated 26.1% (11.8%-48.2%; P<0.0001) of the effects of adiposity indices on subsequent CEs development.
Conclusions:
AF and CEs demonstrated divergent risk profiles and bidirectional mediation effects. These findings inform risk stratification for AF, CEs, and their co-occurrence, and highlight the need for integrated prevention strategies for the comorbidity of AF and CEs.
Related Concept Videos
Amyloid Fibrils
Amyloid deposits were observed as early as 1639 in the liver and the spleen. In 1854, Rudolph Virchow performed iodine staining,...
Amyloid Fibrils
Longitudinal Research
Fibril-associated Collagen
For example, the type II collagen fibrils in cartilage have covalently bound type IX fibril-associated collagens at regular intervals. Other types of fibril-associated collagens are...
Longitudinal Studies
Relative Risk

