Imaging plaques or imaging fat.
Saima Mushtaq1, Mahmoud Al Rifai2, Gianluca Pontone3
1Perioperative Cardiology and Cardiovascular Imaging Department, Centro Cardiologico Monzino IRCCS, Milan, Italy.
Atherosclerosis
|February 11, 2026
Summary
Coronary computed tomography angiography (CCTA) is a key tool for assessing coronary artery disease (CAD). Advanced AI analytics and body composition analysis enhance CCTA
Area of Science:
- Cardiovascular Imaging
- Preventive Cardiology
- Radiology
Background:
- Coronary computed tomography angiography (CCTA) is crucial for non-invasive coronary artery disease (CAD) assessment.
- CCTA provides detailed visualization of coronary anatomy and plaque characteristics.
- It offers prognostic value beyond traditional risk stratification.
Purpose of the Study:
- To review the expanding role of CCTA in preventive cardiology.
- To highlight advancements in CCTA analysis, including AI and body composition.
- To discuss CCTA's utility in risk prediction and therapeutic monitoring.
Main Methods:
- Review of current literature on CCTA applications in CAD.
- Discussion of AI-driven analytics for plaque quantification and functional assessment (FFR-CT).
- Exploration of CCTA-derived adipose tissue metrics (FAI, PCAT) and their prognostic implications.
Main Results:
- CCTA accurately assesses plaque burden, composition, and high-risk features.
- AI enhances automated plaque quantification and FFR-CT integration.
- CCTA-derived adipose tissue metrics predict adverse cardiac events and reflect inflammation.
- Serial CCTA demonstrates therapeutic efficacy in plaque regression and stabilization.
Conclusions:
- CCTA is a pivotal modality in preventive cardiology.
- Integrating CCTA with AI and body composition analysis refines personalized risk prediction.
- CCTA guides preventive strategies and monitors therapeutic interventions.
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