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

Authors :
Edda Klipp
Marcus Krantz
Ulrike Muenzner
Source :
Nature Communications, Nature Communications, Vol 10, Iss 1, Pp 1-12 (2019)
Publication Year :
2018

Abstract

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.<br />Whole-cell models hold great promise for fundamental and translational biology, but genome-scale modelling of signalling networks has been a challenge. Here, the authors present a genome-scale, mechanistic and executable model of the network controlling and executing the S. cerevisiae cell cycle.

Details

ISSN :
20411723
Volume :
10
Issue :
1
Database :
OpenAIRE
Journal :
Nature communications
Accession number :
edsair.doi.dedup.....a3aaa5f26e16d9285623c74c0afd0165