ArticleActa biomaterialia2024
An image-driven micromechanical approach to characterize multiscale remodeling in infarcted myocardium.
Article in Acta biomaterialia, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed, 27 citations in OpenAlex.
- Full-field analysis indicates late reperfusion therapy broadens and mechanically smooths the borderzone during post-infarction inflammation.Acta biomaterialia · 2026Article
- Computational modeling of left ventricular flow using PC-CMR-derived four-dimensional wall motion.International journal of engineering science · 2026Article
- Optimal design for multi-compartment cell elasticity estimation using AFM and super-resolution imaging.Computer methods and programs in biomedicine · 2026Article
- Mechanical Modeling of Cardiac Fibrosis With Explicit Spatial Representation of Cellular Structure and Collagen Alignment.Journal of biomechanical engineering · 2026Article
- A Computational Journey Toward an Optimal Design for Metamaterial Epicardial Passive Sleeves.Advanced healthcare materials · 2026Article
- Adaptive bioactivable nanosystems for synergistic myocardial infarction therapy using traditional pharmaceutics.Bioactive materials · 2025Article
- Correlation between echocardiographic and stereological parameters in rabbit models of myocardial infarction.Scientific reports · 2025Article
- Transcriptomic dynamics of cardiac remodeling after myocardial infarction.Scientific reports · 2025Article
- A multi-scale finite element method for investigating fiber remodeling in hypertrophic cardiomyopathy.Scientific reports · 2025Article
- Non-Invasive Diagnosis of Chronic Myocardial Infarction via Composite In-Silico-Human Data Learning.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Dissecting contributions of pulmonary arterial remodeling to right ventricular afterload in pulmonary hypertension.Bioengineering & translational medicine · 2025Article
- Right Ventricular Stiffening and Anisotropy Alterations in Pulmonary Hypertension: Mechanisms and Relations to Right Heart Failure.Journal of the American Heart Association · 2025Article
- Hydrogel-based cardiac patches for myocardial infarction therapy: Recent advances and challenges.Materials today. Bio · 2024Review
- In-silico heart model phantom to validate cardiac strain imaging.bioRxiv : the preprint server for biology · 2024Article
- Multi-Modality Deep Infarct: Non-invasive identification of infarcted myocardium using composite in-silico-human data learning.Research square · 2024Article
- Multi-Modality Deep Infarct: Non-invasive identification of infarcted myocardium using composite in-silico-human data learning.bioRxiv : the preprint server for biology · 2024Article
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8 authors at 6 institutions in 1 country.
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Abstract
Myocardial infarction (MI) is accompanied by the formation of a fibrotic scar in the left ventricle (LV) and initiates significant alterations in the architecture and constituents of the LV free wall (LVFW). Previous studies have shown that LV adaptation is highly individual, indicating that the identification of remodeling mechanisms post-MI demands a fully subject-specific approach that can integrate a host of structural alterations at the fiber-level to changes in bulk biomechanical adaptation at the tissue-level. We present an image-driven micromechanical approach to characterize remodeling, assimilating new biaxial mechanical data, histological studies, and digital image correlation data within an in-silico framework to elucidate the fiber-level remodeling mechanisms that drive tissue-level adaptation for each subject. We found that a progressively diffused collagen fiber structure combined with similarly disorganized myofiber architecture in the healthy region leads to the loss of LVFW anisotropy post-MI, offering an important tissue-level hallmark for LV maladaptation. In contrast, our results suggest that reductions in collagen undulation are an adaptive mechanism competing against LVFW thinning. Additionally, we show that the inclusion of subject-specific geometry when modeling myocardial tissue is essential for accurate prediction of tissue kinematics. Our approach serves as an essential step toward identifying fiber-level remodeling indices that govern the transition of MI to systolic heart failure. These indices complement the traditional, organ-level measures of LV anatomy and function that often fall short of early prognostication of heart failure in MI. In addition, our approach offers an integrated methodology to advance the design of personalized interventions, such as hydrogel injection, to reinforce and suppress native adaptive and maladaptive mechanisms, respectively, to prevent the transition of MI to heart failure. STATEMENT OF SIGNIFICANCE: Biomechanical and architectural adaptation of the LVFW remains a central, yet overlooked, remodeling process post-MI. Our study indicates the biomechanical adaptation of the LVFW post-MI is highly individual and driven by altered fiber network architecture and collective changes in collagen fiber content, undulation, and stiffness. Our findings demonstrate the possibility of using cardiac strains to infer such fiber-level remodeling events through in-silico modeling, paving the way for in-vivo characterization of multiscale biomechanical indices in humans. Such indices will complement the traditional, organ-level measures of LV anatomy and function that often fall short of early prognostication of heart failure in MI.
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