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Macroscopic modeling of mammalian cell growth and metabolism
We review major modeling strategies and methods to understand and simulate the macroscopic behavior of mammalian cells. These strategies comprise two important steps: the first step is to identify stoichiometric relationships for the cultured cells connecting the extracellular inputs and outputs. In...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4536272/ https://www.ncbi.nlm.nih.gov/pubmed/26198881 http://dx.doi.org/10.1007/s00253-015-6743-6 |
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author | Ben Yahia, Bassem Malphettes, Laetitia Heinzle, Elmar |
author_facet | Ben Yahia, Bassem Malphettes, Laetitia Heinzle, Elmar |
author_sort | Ben Yahia, Bassem |
collection | PubMed |
description | We review major modeling strategies and methods to understand and simulate the macroscopic behavior of mammalian cells. These strategies comprise two important steps: the first step is to identify stoichiometric relationships for the cultured cells connecting the extracellular inputs and outputs. In a second step, macroscopic kinetic models are introduced. These relationships together with bioreactor and metabolite balances provide a complete description of a system in the form of a set of differential equations. These can be used for the simulation of cell culture performance and further for optimization of production. |
format | Online Article Text |
id | pubmed-4536272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-45362722015-08-20 Macroscopic modeling of mammalian cell growth and metabolism Ben Yahia, Bassem Malphettes, Laetitia Heinzle, Elmar Appl Microbiol Biotechnol Mini-Review We review major modeling strategies and methods to understand and simulate the macroscopic behavior of mammalian cells. These strategies comprise two important steps: the first step is to identify stoichiometric relationships for the cultured cells connecting the extracellular inputs and outputs. In a second step, macroscopic kinetic models are introduced. These relationships together with bioreactor and metabolite balances provide a complete description of a system in the form of a set of differential equations. These can be used for the simulation of cell culture performance and further for optimization of production. Springer Berlin Heidelberg 2015-07-22 2015 /pmc/articles/PMC4536272/ /pubmed/26198881 http://dx.doi.org/10.1007/s00253-015-6743-6 Text en © The Author(s) 2015 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Mini-Review Ben Yahia, Bassem Malphettes, Laetitia Heinzle, Elmar Macroscopic modeling of mammalian cell growth and metabolism |
title | Macroscopic modeling of mammalian cell growth and metabolism |
title_full | Macroscopic modeling of mammalian cell growth and metabolism |
title_fullStr | Macroscopic modeling of mammalian cell growth and metabolism |
title_full_unstemmed | Macroscopic modeling of mammalian cell growth and metabolism |
title_short | Macroscopic modeling of mammalian cell growth and metabolism |
title_sort | macroscopic modeling of mammalian cell growth and metabolism |
topic | Mini-Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4536272/ https://www.ncbi.nlm.nih.gov/pubmed/26198881 http://dx.doi.org/10.1007/s00253-015-6743-6 |
work_keys_str_mv | AT benyahiabassem macroscopicmodelingofmammaliancellgrowthandmetabolism AT malphetteslaetitia macroscopicmodelingofmammaliancellgrowthandmetabolism AT heinzleelmar macroscopicmodelingofmammaliancellgrowthandmetabolism |