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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6428898 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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