Related Experiment Video
Updated: Aug 14, 2025

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Age-Dependent Association Between Modifiable Risk Factors and Incident Cardiovascular Disease
Hidehiro Kaneko1,2, Yuichiro Yano3,4, Akira Okada5
1Department of Cardiovascular Medicine The University of Tokyo Japan.
Insights
Modifiable risk factors like obesity, hypertension, and diabetes have a greater impact on cardiovascular disease (CVD) development in younger individuals. Preventive strategies targeting these risk factors may be more effective in younger populations.
Area of Science:
- Cardiology
- Preventive Medicine
- Epidemiology
Background:
- Limited data exist on the age-dependent relationship between risk factors and specific cardiovascular disease (CVD) subtypes.
- Understanding how modifiable risk factors influence CVD incidence across different age groups is crucial for targeted prevention.
Purpose of the Study:
- To assess age-related associations between modifiable risk factors (obesity, hypertension, diabetes) and the incidence of major CVD events.
- To determine if the impact of these risk factors on CVD development varies across different age categories.
Main Methods:
- Analysis of 3,027,839 participants without prior CVD history from the JMDC Claims Database.
- Participants categorized into three age groups: 20-49, 50-59, and 60-75 years.
- Cox proportional hazards models and relative risk reduction were used to identify associations between risk factors and incident CVD (myocardial infarction, angina pectoris, stroke, heart failure).
Main Results:
- The incidence of myocardial infarction, angina pectoris, stroke, and heart failure increased with age.
- Hazard ratios for obesity, hypertension, and diabetes decreased with increasing age across all CVD subtypes.
- The relative risk reduction attributed to obesity, hypertension, and diabetes for CVD events was significantly lower in older age groups compared to younger ones.
Conclusions:
- The contribution of modifiable risk factors to CVD development is more substantial in younger individuals.
- Preventive interventions focused on risk factor modification may yield greater effectiveness in younger populations.
- Age is a significant modifier in the relationship between modifiable risk factors and cardiovascular disease incidence.
Abstract:
Background There have been limited data examining the age-dependent relationship of wide-range risk factors with the incidence of each subtype of cardiovascular disease (CVD) event. We assessed age-related associations between modifiable risk factors and the incidence of CVD. Methods and Results We analyzed 3 027 839 participants without a CVD history enrolled in the JMDC Claims Database (mean age, 44.8±11.0 years; 57.6% men). Each participant was categorized as aged 20 to 49 years (n=2 008 559), 50 to 59 years (n=712 273), and 60 to 75 years (n=307 007). Using Cox proportional hazards models and the relative risk reduction, we identified associations between risk factors and incident CVD, consisting of myocardial infarction, angina pectoris, stroke, and heart failure (HF). We assessed whether the association of risk factors for developing CVD would be modified by age category. Over a mean follow-up of 1133 days, 6315 myocardial infarction, 56 447 angina pectoris, 28 079 stroke, and 56 369 HF events were recorded. The incidence of myocardial infarction, angina pectoris, stroke, and HF increased with age category. Hazard ratios of obesity, hypertension, and diabetes in the multivariable Cox regression analyses for myocardial infarction, angina pectoris, stroke, and HF decreased with age category. The relative risk reduction of obesity, hypertension, and diabetes for CVD events decreased with age category. For example, the relative risk reduction of hypertension for HF decreased from 59.2% in participants aged 20 to 49 years to 38.1% in those aged 60 to 75 years. Conclusions The contribution of modifiable risk factor to the development of CVD is greater in younger compared with older individuals. Preventive efforts for risk factor modification may be more effective in younger people.
More Related Videos
09:37A Phenotyping Regimen for Genetically Modified Mice Used to Study Genes Implicated in Human Diseases of Aging
Published on: July 14, 2016
13:07Optical Coherence Tomography Based Biomechanical Fluid-Structure Interaction Analysis of Coronary Atherosclerosis Progression
Published on: January 15, 2022
Related Concept Videos
Coronary Artery Disease I: Introduction
Coronary Artery Disease IV: Preventive Measures
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Atherosclerosis III: Management
Psychoneuroimmunology: Cardiovascular Disease
A key area of focus in PNI is the relationship between stress and coronary...
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...