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Updated: Aug 18, 2026

Intravascular Ultrasound Image-Based Finite Element Modeling Approach for Quantifying In Vivo Mechanical Properties of Human Coronary Artery
Published on: December 6, 2024
Impact of different definitions on the interpretation of coronary remodeling determined by intravascular ultrasound
Kiyoshi Hibi1, Michael R Ward, Yasuhiro Honda
1Division of Cardiovascular Medicine, Stanford University Medical Center, Stanford, California 94305, USA.
Insights
Three definitions for arterial remodeling yield different results. Standardizing these definitions is crucial for accurate atherosclerosis research and understanding its determinants.
Area of Science:
- Cardiovascular Research
- Medical Imaging
- Atherosclerosis Studies
Background:
- Arterial remodeling is critical in atherosclerosis.
- Current definitions for arterial remodeling lack consensus.
- This ambiguity leads to conflicting analyses of influencing factors.
Purpose of the Study:
- To compare categorizations and determinants of arterial remodeling using three common definitions.
- To highlight the impact of varying definitions on study outcomes.
- To emphasize the need for a standardized methodology in remodeling research.
Main Methods:
- Analysis of pre-interventional intravascular ultrasound (IVUS) images from 514 native coronary artery lesions.
- Application of three distinct definitions to categorize arterial remodeling (outward, intermediate, inward).
- Multivariate logistic analysis to identify clinical and IVUS determinants of remodeling.
Main Results:
- Significant differences in remodeling distributions were observed across the three definitions (P < 0.0001).
- Definition 3 was the only one where younger age was a determinant of outward remodeling.
- Consistent determinants across definitions included smaller reference lumen CSA and larger lesion plaque + media CSA.
Conclusions:
- Different definitions of arterial remodeling significantly impact incidence and determinant identification.
- The variability in categorization underscores the need for a standardized definition.
- Standardization is essential for consistent and reliable atherosclerosis research.
Abstract:
The objective of this study was to compare the categorizations and determinants related to remodeling by the three definitions commonly used. Several morphological and intravascular ultrasound (IVUS) studies have demonstrated the fundamental importance of arterial remodeling in atherosclerosis. However, lack of consensus on how to define remodeling has led to conflicting analyses of factors that influence this process. Analysis of pre-interventional IVUS images of 514 lesions in native coronary arteries was performed. Arterial remodeling was defined as outward by definition 1, when [cross-sectional area (CSA) of the external elastic membrane (EEM) at the lesion site (EEM(lesion))]/[EEM CSA either at the proximal (EEM(prox ref)) or distal (EEM(distal ref)) reference site with the least amount of plaque] was > 1.05, intermediate when this ratio was between 0.95 and 1.05, and inward when < 0.95. Remodeling was defined as outward by definition 2 when EEM(lesion) > both EEM(prox ref) and EEM(distal ref), inward when EEM(lesion) < both EEM(prox ref) and EEM(distal ref), and intermediate when EEM(lesion) was intermediate between EEM(prox ref) and EEM(distal ref). By definition 3, vessel remodeling was defined as outward when EEM(lesion) > (EEM(prox ref) + EEM(distal ref))/2 and intermediate/inward when EEM(lesion) < or = (EEM(prox ref) + EEM(distal ref))/2. The frequency of outward remodeling was significantly higher by definitions 1 and 3 than by definition 2, whereas a higher frequency of inward remodeling was observed in definition 1, resulting in significantly different remodeling distributions between the three definitions (P < 0.0001). By multivariate logistic analysis, the only clinical determinants related to outward remodeling was younger age, and only by definition 3. IVUS determinants varied significantly between the three definitions. The only consistent determinants among the three definitions were smaller lumen CSA at the reference site and larger plaque + media CSA at the lesion site. This study demonstrates the significant impact of different remodeling definitions on the incidence and determinants of remodeling patterns. The marked variability in categorization of remodeling underscores the importance of developing a standard methodology.
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