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The “Stressful” Life of Cell Adhesion Molecules: On the Mechanosensitivity of Integrin Adhesome
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Cells have evolved into complex sensory machines that communicate with their microenvironment via mechanochemical signaling. Extracellular mechanical cues trigger complex biochemical pathways in the cell, which regulate ...
Bridging Finite Element and Machine Learning Modeling: Stress Prediction of Arterial Walls in Atherosclerosis
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Finite element and machine learning modeling are two predictive paradigms that have rarely been bridged. In this study, we develop a parametric model to generate arterial geometries and accumulate a database of 12,172 2D ...
Multiscale Kinematic Growth Coupled With Mechanosensitive Systems Biology in Open-Source Software
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Multiscale coupling between cell-scale biology and tissue-scale mechanics is a promising approach for modeling disease growth. In such models, tissue-level growth and remodeling (G&R) are driven by cell-level signaling ...
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