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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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 |
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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 |
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