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In silico modelling of organ-on-a-chip devices: an overview

Yue Wang, Lucia Marucci, Martin Homer

2025Frontiers in Bioengineering and Biotechnology9 citationsDOIOpen Access PDF

Abstract

human physiology. Different from traditional culture systems, OOACs are capable of replicating the biochemical microenvironment, tissue-tissue interactions, and mechanical dynamics of organs thanks to the precise control offered by microfluidic technology. Diverse OOAC devices specific to different organs have been proposed for experimental research and applications such as disease modelling, personalized medicine and drug screening. Previous studies have demonstrated that the mathematical modelling of OOAC can facilitate the optimization of chips' microenvironments, serving as an essential tool to design and improve microdevices which allow reproducible growth of cell culture, reducing the time and cost of experimental testing. Here, we review recent modelling approaches for various OOAC devices, categorized according to the type of organs. We discuss the opportunities for integrating multiphysics with multicellular computational models to better characterize and predict cell culture dynamics. Additionally, we explore how developing more detailed OOAC models would support a more rapid and effective development of microdevices, and the design of robust protocols to grow and control cell cultures.

Topics & Concepts

MultiphysicsComputer scienceOrgan-on-a-chipMulticellular organismMicroscale chemistryIn silicoMicrofluidicsComputational modelBiochemical engineeringNanotechnologyBiologyArtificial intelligenceCellEngineeringMaterials scienceMathematics educationGeneticsFinite element methodGeneMathematicsBiochemistryStructural engineering3D Printing in Biomedical ResearchMicrofluidic and Bio-sensing TechnologiesInnovative Microfluidic and Catalytic Techniques Innovation
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