Mathematical modelling of cell migration

التفاصيل البيبلوغرافية
العنوان: Mathematical modelling of cell migration
المؤلفون: Jonathan D Rudge, Philip R. Dash, George Butler
المصدر: Essays in biochemistry. 63(5)
سنة النشر: 2019
مصطلحات موضوعية: 0303 health sciences, Computational model, Systems Analysis, Process (engineering), Computer science, Scale (chemistry), Complex system, Cell migration, Biochemistry, Models, Biological, 03 medical and health sciences, 0302 clinical medicine, Actin filament branching, Cell Movement, 030220 oncology & carcinogenesis, Experimental work, Computer Simulation, Biochemical engineering, Molecular Biology, Software, 030304 developmental biology
الوصف: The complexity of biological systems creates challenges for fully understanding their behaviour. This is particularly true for cell migration which requires the co-ordinated activity of hundreds of individual components within cells. Mathematical modelling can help understand these complex systems by breaking the system into discrete steps which can then be interrogated in silico. In this review, we highlight scenarios in cell migration where mathematical modelling can be applied and discuss what types of modelling are most suited. Almost any aspect of cell migration is amenable to mathematical modelling from the modelling of intracellular processes such as chemokine receptor signalling and actin filament branching to larger scale processes such as the movement of individual cells or populations of cells through their environment. Two common ways of approaching this modelling are the use of models based on differential equations or agent-based modelling. The application of both these approaches to cell migration are discussed with specific examples along with common software tools to facilitate the process for non-mathematicians. We also highlight the challenges of modelling cell migration and the need for rigorous experimental work to effectively parameterise a model.
تدمد: 1744-1358
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0a1aa565ddffd16b321744856e72d2a6
https://pubmed.ncbi.nlm.nih.gov/31654055
رقم الانضمام: edsair.doi.dedup.....0a1aa565ddffd16b321744856e72d2a6
قاعدة البيانات: OpenAIRE