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Ten steps to investigate a cellular system with mathematical modeling

Cellular and intracellular processes are inherently complex due to the large number of components and interactions, which are often nonlinear and occur at different spatiotemporal scales. Because of this complexity, mathematical modeling is increasingly used to simulate such systems and perform expe...

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Detalles Bibliográficos
Autores principales: King, Jasia, Eroumé, Kerbaï Saïd, Truckenmüller, Roman, Giselbrecht, Stefan, Cowan, Ann E., Loew, Leslie, Carlier, Aurélie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8118325/
https://www.ncbi.nlm.nih.gov/pubmed/33983922
http://dx.doi.org/10.1371/journal.pcbi.1008921
Descripción
Sumario:Cellular and intracellular processes are inherently complex due to the large number of components and interactions, which are often nonlinear and occur at different spatiotemporal scales. Because of this complexity, mathematical modeling is increasingly used to simulate such systems and perform experiments in silico, many orders of magnitude faster than real experiments and often at a higher spatiotemporal resolution. In this article, we will focus on the generic modeling process and illustrate it with an example model of membrane lipid turnover.