Plaques Do Not Act Alone: Time to Redefine Coronary Vulnerability from Lesion to Phenotype
Sara Sgreva, Sara Essa Alsubai, Emiliano Bianchini, Foziyah Alqahtani, Paolo Alberto Del Sole, Hesham Elzomor, Ruth Sharif, Simone Fezzi, Faisal Sharif

TL;DR
This paper argues that coronary vulnerability should be redefined by combining plaque biology, inflammation, and blood flow factors for better risk prediction.
Contribution
Proposes a new framework for coronary vulnerability integrating plaque biology, systemic inflammation, and haemodynamics.
Findings
Traditional plaque morphology fails to reliably predict clinical risk.
Multidimensional assessment using imaging and biomarkers improves risk stratification.
A dynamic, patient-specific phenotype is essential for personalized prevention strategies.
Abstract
The classical concept of plaque vulnerability, centred on specific morphological features, has failed to deliver reliable risk prediction in clinical practice. Recent evidence highlights the need to redefine coronary vulnerability as a dynamic, patient-specific phenotype shaped by plaque biology, systemic inflammation, and haemodynamic forces. Advanced imaging modalities, artificial intelligence, and circulating biomarkers now enable a multidimensional assessment of this complex phenotype. This integrative approach may offer a more precise framework for risk stratification and personalised prevention in coronary artery disease.
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCoronary Interventions and Diagnostics · Cardiac Imaging and Diagnostics · Atherosclerosis and Cardiovascular Diseases
