Related Experiment Video
Updated: Jun 19, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
An urgent matter-identifying your patients' cardiovascular risk and improving their outcomes. Commentary
1Department of Family and Community Medicine, University of Illinois School of Medicine, Peoria, USA. Peter.Toth@srfc.com
Insights
Coronary Heart Disease (CHD) risk is high, with many experiencing events or silent heart attacks. Early detection of subclinical atherosclerosis is crucial for preventing future cardiovascular events in seemingly healthy individuals.
Area of Science:
- Cardiology
- Preventive Medicine
- Public Health
Background:
- Coronary Heart Disease (CHD) poses a significant health burden, with high rates of initial and recurrent coronary events, including silent myocardial infarctions (MI).
- Subclinical atherosclerosis is prevalent, particularly in older adults, and significantly increases the risk of developing clinically apparent cardiovascular disease.
- Current diagnostic approaches for CHD often identify the disease only after symptoms manifest, missing opportunities for early intervention.
Purpose of the Study:
- To highlight the prevalence and impact of subclinical atherosclerosis.
- To emphasize the need for improved risk factor assessment and management strategies for Coronary Heart Disease.
- To advocate for earlier detection of Coronary Heart Disease in at-risk populations.
Main Methods:
- Review of epidemiological data on Coronary Heart Disease events and prevalence of subclinical atherosclerosis.
- Analysis of the Cardiovascular Health Study findings regarding subclinical cardiovascular disease.
- Discussion of the implications of subclinical atherosclerosis for disease progression.
Main Results:
- Subclinical atherosclerosis is common, affecting a substantial percentage of individuals aged 65 and older.
- The presence of subclinical cardiovascular disease approximately doubles the rate of developing clinically apparent disease over an 8-year period.
- Individuals with metabolic syndrome or diabetes mellitus also show increased risk progression with subclinical disease.
Conclusions:
- Early identification and management of Coronary Heart Disease risk factors are essential, even in asymptomatic individuals.
- Subclinical atherosclerosis represents a critical window for intervention to prevent future cardiovascular events.
- Enhanced screening and risk stratification are needed to diagnose Coronary Heart Disease earlier and improve patient outcomes.
Abstract:
Coronary Heart Disease (CHD) risk factor assessment and management is no insignificant undertaking. In 2009, 785,000 Americans will experience their first coronary event, 470,000 will have a recurrent event, and an additional 195,000 will suffer a silent myocardial infarction (MI). As family physicians, we see many patients who have angina or MI, and we work aggressively with them to prevent myocardial ischemia and acute coronary syndromes. However, many of our otherwise healthy patients have subclinical atherosclerosis and are at increased risk for a first coronary event. Subclinical atherosclerosis is common, occurring in 39% of men and 36% of women aged > or =65 years in the Cardiovascular Health Study. The presence of subclinical cardiovascular disease roughly doubles the rate of development of clinically apparent disease over an 8-year period in healthy individuals, as well as in those with metabolic syndrome or diabetes mellitus. Unfortunately, for most patients, CHD is not diagnosed during routine screening. Rather, the diagnosis of CHD often is made only after symptoms occur, or when the patient is evaluated incidentally for another health problem.
Related Concept Videos
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...
Errors occurring during blood pressure monitoring
Several factors...
Introduction Cardiac Emergencies
Acute Coronary Syndrome IV: Interprofessional Care
Pericarditis IV: Nursing Management
Cardiomyopathy V: Interprofessional Care