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Updated: Jan 29, 2026

Optical Coherence Tomography Based Biomechanical Fluid-Structure Interaction Analysis of Coronary Atherosclerosis Progression
Published on: January 15, 2022
Mechanisms, precision therapies, and technological frontiers in coronary atherosclerosis: a comprehensive review
Zi-Xuan Qiu1, Ruo-Yu Wang1, Yi Zhang1
1Center for Drug Safety Evaluation and Research of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China.
Insights
Precision medicine advances, including multiomics and AI, refine coronary artery disease risk assessment. Novel therapies like gene editing and nanotechnology offer personalized atherosclerosis management, aiming to reduce global cardiovascular burden.
Area of Science:
- Cardiovascular Medicine
- Genetics
- Pharmacology
Background:
- Coronary atherosclerosis remains a major global health issue, driven by complex mechanisms like lipid dysregulation and inflammation.
- Current therapies leave significant residual risk, especially in genetically predisposed or underserved populations.
Purpose of the Study:
- To review current understanding of coronary atherosclerosis mechanisms.
- To explore emerging precision medicine strategies and novel therapeutic interventions.
Main Methods:
- Synthesis of contemporary research on disease mechanisms.
- Analysis of advancements in precision medicine, multiomics, and imaging.
- Review of novel therapeutic targets and technologies.
Main Results:
- Precision medicine tools (e.g., single-cell transcriptomics, polygenic risk scores, AI plaque analysis) enhance cardiovascular risk stratification.
- Emerging therapies include targeting PCSK, inflammatory pathways, cell-based regeneration, CRISPR-Cas9 gene editing, nanotechnology, and gut microbiota modulation.
Conclusions:
- Innovative approaches promise personalized atherosclerosis management and durable lipid lowering.
- Challenges in accessibility, health equity, and implementation must be addressed for widespread clinical adoption.
- Integrating multimodal data analytics with targeted therapeutics signifies a new era in precision cardiology for reducing coronary artery disease burden.
Abstract:
Coronary atherosclerosis is a leading cause of morbidity and mortality worldwide and is characterized by complex molecular and cellular mechanisms involving lipid dysregulation, endothelial dysfunction, immune-inflammatory processes, and vascular remodeling. Despite advancements in conventional therapies, including statins and antiplatelet agents, significant residual risk persists, particularly in patients with genetic dyslipidemias, persistent inflammation, or limited access to advanced care. Recent breakthroughs in precision medicine, multiomics technologies, and high-resolution imaging are transforming our approach to cardiovascular risk assessment by enabling refined stratification through single-cell transcriptomics, polygenic risk scoring, and artificial intelligence-powered plaque analysis. This review synthesizes the contemporary understanding of disease mechanisms and emerging therapeutic strategies, highlighting novel interventions targeting PCSK, inflammatory pathways, and vascular regeneration through cell-based therapies. We further explored the transformative potential of CRISPR-Cas9 gene editing for durable lipid lowering, nanotechnology-enabled drug delivery, and gut microbiota modulation targeting metabolites such as trimethylamine N-oxide. Although these innovations promise personalized atherosclerosis management, challenges remain in terms of accessibility, health equity, and clinical implementation. The integration of multimodal data analytics with targeted therapeutics heralds a new era of precision cardiology aimed at reducing the global burden of coronary artery disease.
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