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Updated: May 1, 2026

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Published on: December 2, 2016
The influence of accelerated aging-related cardiac remodeling on cardiovascular outcomes: an observational study
Insights
Accelerated biological aging, measured by phenotypic age acceleration (PhenoAgeAccel), is linked to higher risks of cardiovascular disease (CVD) and mortality. Improving cardiac structure and metabolic health may reduce these risks.
Area of Science:
- Cardiology
- Gerontology
- Biomarkers
Background:
- Phenotypic age acceleration (PhenoAgeAccel) is a measure of biological aging.
- Cardiovascular disease (CVD) remains a leading cause of mortality worldwide.
- Understanding factors contributing to CVD risk is crucial for public health.
Purpose of the Study:
- To investigate the association between PhenoAgeAccel and CVD outcomes and mortality.
- To examine the relationship between PhenoAgeAccel and cardiac structure/function using cardiac magnetic resonance imaging (CMR).
- To explore potential mediating pathways, including cardiac remodeling and cardiometabolic diseases.
Main Methods:
- PhenoAgeAccel was calculated as the residual of PhenoAge (derived from nine biomarkers) regressed on chronological age.
- 31,722 UK Biobank participants with complete biomarker and CMR data were analyzed.
- Cox proportional hazards models and multivariable linear regression were used to assess associations and mediating roles.
Main Results:
- Higher PhenoAgeAccel was independently associated with increased risks of CVD, ischemic heart disease, heart failure, and mortality.
- Each SD increase in PhenoAgeAccel correlated with significant increases in CVD and mortality risks, particularly in women.
- PhenoAgeAccel was linked to adverse cardiac remodeling, with partial mediation by cardiac remodeling and cardiometabolic diseases.
Conclusions:
- Accelerated biological aging is associated with adverse cardiac phenotypes and increased CVD risk.
- Cardiac remodeling and cardiometabolic health play a mediating role in the relationship between accelerated aging and CVD outcomes.
- Interventions targeting cardiac remodeling and metabolic health may mitigate CVD risk associated with biological aging.
Background:
This study aimed to investigate the associations between phenotypic age acceleration (PhenoAgeAccel) and different CVD outcomes and mortality, examine its relationship with cardiac structure and function using cardiac magnetic resonance imaging (CMR), and explore potential mediating pathways involving cardiac remodeling and cardiometabolic diseases.
Methods:
PhenoAgeAccel was defined as the residual of PhenoAge, derived from 9 biomarkers, regressed on chronological age. We included 31 722 UK Biobank participants (mean age 54.6 years; 48.1% male) with complete baseline biomarker and CMR data. Multiple Cox proportional hazards models were used to assess associations with CVD outcomes and mortality. Multivariable linear regression examined associations with CMR-derived cardiac measures, and multiple mediation analyses were performed to evaluate potential mediating roles.
Results:
Higher PhenoAgeAccel was independently associated with increased risks of any CVD, ischemic heart disease (IHD), heart failure, all-cause mortality, and CVD mortality. Each standard deviation increase in PhenoAgeAccel (4.63 years) was associated with 7%, 9%, 29%, 14%, and 16% higher risks of these outcomes, respectively, but not with arrhythmias or cerebrovascular disease. Associations with any CVD, IHD, and CVD mortality were stronger in women. Higher PhenoAgeAccel was also associated with adverse cardiac remodeling, including lower left ventricular volume, stroke volume, mass, LVGFI, and ejection fraction. Cardiac remodeling and cardiometabolic diseases partially mediated these associations.
Conclusions:
Our study examines the association between accelerated aging and cardiac phenotypes and their important independent mediating role in the accelerated aging-cardiovascular outcome relationship. Improving cardiac remodeling and metabolic health may mitigate the effects of biological aging on CVD risk.
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