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Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Advancements in risk stratification and management strategies in primary cardiovascular prevention
Fotios Barkas1, Yusuf Ziya Sener2, Pelin Arabacilar Golforoush3
1Department of Internal Medicine, Faculty of Medicine, School of Health Sciences, University of Ioannina, Ioannina, Greece.
Insights
Novel strategies for atherosclerotic cardiovascular disease (ASCVD) prevention are emerging. Advanced biomarkers, imaging, and AI improve risk assessment, while new drugs target plaque regression for personalized cardiovascular care.
Area of Science:
- Cardiovascular Medicine
- Preventive Cardiology
- Biomarkers and Diagnostics
Background:
- Atherosclerotic cardiovascular disease (ASCVD) is a major global health burden.
- Current risk assessment tools for ASCVD have limitations in predicting future events.
- Identifying individuals with subclinical atherosclerosis remains challenging.
Purpose of the Study:
- To review novel approaches for ASCVD risk assessment and management.
- To explore advancements in biomarkers, genetics, imaging, and artificial intelligence.
- To discuss interventions for atherosclerosis prevention and plaque regression.
Main Methods:
- Review of recent literature on biomarkers, genetics, and advanced imaging (e.g., coronary artery calcium scoring, CT angiography).
- Discussion of artificial intelligence applications in cardiovascular risk stratification.
- Analysis of pharmacological interventions including statins, PCSK9 inhibitors, and anti-inflammatory agents.
Main Results:
- Polygenic risk scores and advanced imaging enhance cardiovascular risk stratification.
- Emerging interventions show promise for preventing atherosclerosis and promoting plaque regression.
- Efficacy of various drugs requires further investigation for optimal treatment.
Conclusions:
- Personalized approaches using novel strategies can improve primary ASCVD prevention.
- Further research is crucial to refine interventions and maximize their effectiveness.
- Advancements offer promising avenues for safeguarding cardiovascular health.
Abstract:
Atherosclerotic cardiovascular disease (ASCVD) remains a leading cause of morbidity and mortality worldwide, highlighting the urgent need for advancements in risk assessment and management strategies. Although significant progress has been made recently, identifying and managing apparently healthy individuals at a higher risk of developing atherosclerosis and those with subclinical atherosclerosis still poses significant challenges. Traditional risk assessment tools have limitations in accurately predicting future events and fail to encompass the complexity of the atherosclerosis trajectory. In this review, we describe novel approaches in biomarkers, genetics, advanced imaging techniques, and artificial intelligence that have emerged to address this gap. Moreover, polygenic risk scores and imaging modalities such as coronary artery calcium scoring, and coronary computed tomography angiography offer promising avenues for enhancing primary cardiovascular risk stratification and personalised intervention strategies. On the other hand, interventions aiming against atherosclerosis development or promoting plaque regression have gained attention in primary ASCVD prevention. Therefore, the potential role of drugs like statins, ezetimibe, proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors, omega-3 fatty acids, antihypertensive agents, as well as glucose-lowering and anti-inflammatory drugs are also discussed. Since findings regarding the efficacy of these interventions vary, further research is still required to elucidate their mechanisms of action, optimize treatment regimens, and determine their long-term effects on ASCVD outcomes. In conclusion, advancements in strategies addressing atherosclerosis prevention and plaque regression present promising avenues for enhancing primary ASCVD prevention through personalised approaches tailored to individual risk profiles. Nevertheless, ongoing research efforts are imperative to refine these strategies further and maximise their effectiveness in safeguarding cardiovascular health.
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