Cargando…

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...

Descripción completa

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
_version_ 1783691727117221888
author King, Jasia
Eroumé, Kerbaï Saïd
Truckenmüller, Roman
Giselbrecht, Stefan
Cowan, Ann E.
Loew, Leslie
Carlier, Aurélie
author_facet King, Jasia
Eroumé, Kerbaï Saïd
Truckenmüller, Roman
Giselbrecht, Stefan
Cowan, Ann E.
Loew, Leslie
Carlier, Aurélie
author_sort King, Jasia
collection PubMed
description 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.
format Online
Article
Text
id pubmed-8118325
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-81183252021-05-24 Ten steps to investigate a cellular system with mathematical modeling King, Jasia Eroumé, Kerbaï Saïd Truckenmüller, Roman Giselbrecht, Stefan Cowan, Ann E. Loew, Leslie Carlier, Aurélie PLoS Comput Biol Education 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. Public Library of Science 2021-05-13 /pmc/articles/PMC8118325/ /pubmed/33983922 http://dx.doi.org/10.1371/journal.pcbi.1008921 Text en © 2021 King et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Education
King, Jasia
Eroumé, Kerbaï Saïd
Truckenmüller, Roman
Giselbrecht, Stefan
Cowan, Ann E.
Loew, Leslie
Carlier, Aurélie
Ten steps to investigate a cellular system with mathematical modeling
title Ten steps to investigate a cellular system with mathematical modeling
title_full Ten steps to investigate a cellular system with mathematical modeling
title_fullStr Ten steps to investigate a cellular system with mathematical modeling
title_full_unstemmed Ten steps to investigate a cellular system with mathematical modeling
title_short Ten steps to investigate a cellular system with mathematical modeling
title_sort ten steps to investigate a cellular system with mathematical modeling
topic Education
url 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
work_keys_str_mv AT kingjasia tenstepstoinvestigateacellularsystemwithmathematicalmodeling
AT eroumekerbaisaid tenstepstoinvestigateacellularsystemwithmathematicalmodeling
AT truckenmullerroman tenstepstoinvestigateacellularsystemwithmathematicalmodeling
AT giselbrechtstefan tenstepstoinvestigateacellularsystemwithmathematicalmodeling
AT cowananne tenstepstoinvestigateacellularsystemwithmathematicalmodeling
AT loewleslie tenstepstoinvestigateacellularsystemwithmathematicalmodeling
AT carlieraurelie tenstepstoinvestigateacellularsystemwithmathematicalmodeling