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A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae

Understanding how cellular functions emerge from the underlying molecular mechanisms is a key challenge in biology. This will require computational models, whose predictive power is expected to increase with coverage and precision of formulation. Genome-scale models revolutionised the metabolic fiel...

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Autores principales: Münzner, Ulrike, Klipp, Edda, Krantz, Marcus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428898/
https://www.ncbi.nlm.nih.gov/pubmed/30899000
http://dx.doi.org/10.1038/s41467-019-08903-w
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author Münzner, Ulrike
Klipp, Edda
Krantz, Marcus
author_facet Münzner, Ulrike
Klipp, Edda
Krantz, Marcus
author_sort Münzner, Ulrike
collection PubMed
description Understanding how cellular functions emerge from the underlying molecular mechanisms is a key challenge in biology. This will require computational models, whose predictive power is expected to increase with coverage and precision of formulation. Genome-scale models revolutionised the metabolic field and made the first whole-cell model possible. However, the lack of genome-scale models of signalling networks blocks the development of eukaryotic whole-cell models. Here, we present a comprehensive mechanistic model of the molecular network that controls the cell division cycle in Saccharomyces cerevisiae. We use rxncon, the reaction-contingency language, to neutralise the scalability issues preventing formulation, visualisation and simulation of signalling networks at the genome-scale. We use parameter-free modelling to validate the network and to predict genotype-to-phenotype relationships down to residue resolution. This mechanistic genome-scale model offers a new perspective on eukaryotic cell cycle control, and opens up for similar models—and eventually whole-cell models—of human cells.
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spelling pubmed-64288982019-03-25 A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae Münzner, Ulrike Klipp, Edda Krantz, Marcus Nat Commun Article Understanding how cellular functions emerge from the underlying molecular mechanisms is a key challenge in biology. This will require computational models, whose predictive power is expected to increase with coverage and precision of formulation. Genome-scale models revolutionised the metabolic field and made the first whole-cell model possible. However, the lack of genome-scale models of signalling networks blocks the development of eukaryotic whole-cell models. Here, we present a comprehensive mechanistic model of the molecular network that controls the cell division cycle in Saccharomyces cerevisiae. We use rxncon, the reaction-contingency language, to neutralise the scalability issues preventing formulation, visualisation and simulation of signalling networks at the genome-scale. We use parameter-free modelling to validate the network and to predict genotype-to-phenotype relationships down to residue resolution. This mechanistic genome-scale model offers a new perspective on eukaryotic cell cycle control, and opens up for similar models—and eventually whole-cell models—of human cells. Nature Publishing Group UK 2019-03-21 /pmc/articles/PMC6428898/ /pubmed/30899000 http://dx.doi.org/10.1038/s41467-019-08903-w Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Münzner, Ulrike
Klipp, Edda
Krantz, Marcus
A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae
title A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae
title_full A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae
title_fullStr A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae
title_full_unstemmed A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae
title_short A comprehensive, mechanistically detailed, and executable model of the cell division cycle in Saccharomyces cerevisiae
title_sort comprehensive, mechanistically detailed, and executable model of the cell division cycle in saccharomyces cerevisiae
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428898/
https://www.ncbi.nlm.nih.gov/pubmed/30899000
http://dx.doi.org/10.1038/s41467-019-08903-w
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