Cargando…

Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies

When conditions change, unicellular organisms rewire their metabolism to sustain cell maintenance and cellular growth. Such rewiring may be understood as resource re-allocation under cellular constraints. Eukaryal cells contain metabolically active organelles such as mitochondria, competing for cyto...

Descripción completa

Detalles Bibliográficos
Autores principales: Elsemman, Ibrahim E., Rodriguez Prado, Angelica, Grigaitis, Pranas, Garcia Albornoz, Manuel, Harman, Victoria, Holman, Stephen W., van Heerden, Johan, Bruggeman, Frank J., Bisschops, Mark M. M., Sonnenschein, Nikolaus, Hubbard, Simon, Beynon, Rob, Daran-Lapujade, Pascale, Nielsen, Jens, Teusink, Bas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8831649/
https://www.ncbi.nlm.nih.gov/pubmed/35145105
http://dx.doi.org/10.1038/s41467-022-28467-6
_version_ 1784648551731560448
author Elsemman, Ibrahim E.
Rodriguez Prado, Angelica
Grigaitis, Pranas
Garcia Albornoz, Manuel
Harman, Victoria
Holman, Stephen W.
van Heerden, Johan
Bruggeman, Frank J.
Bisschops, Mark M. M.
Sonnenschein, Nikolaus
Hubbard, Simon
Beynon, Rob
Daran-Lapujade, Pascale
Nielsen, Jens
Teusink, Bas
author_facet Elsemman, Ibrahim E.
Rodriguez Prado, Angelica
Grigaitis, Pranas
Garcia Albornoz, Manuel
Harman, Victoria
Holman, Stephen W.
van Heerden, Johan
Bruggeman, Frank J.
Bisschops, Mark M. M.
Sonnenschein, Nikolaus
Hubbard, Simon
Beynon, Rob
Daran-Lapujade, Pascale
Nielsen, Jens
Teusink, Bas
author_sort Elsemman, Ibrahim E.
collection PubMed
description When conditions change, unicellular organisms rewire their metabolism to sustain cell maintenance and cellular growth. Such rewiring may be understood as resource re-allocation under cellular constraints. Eukaryal cells contain metabolically active organelles such as mitochondria, competing for cytosolic space and resources, and the nature of the relevant cellular constraints remain to be determined for such cells. Here, we present a comprehensive metabolic model of the yeast cell, based on its full metabolic reaction network extended with protein synthesis and degradation reactions. The model predicts metabolic fluxes and corresponding protein expression by constraining compartment-specific protein pools and maximising growth rate. Comparing model predictions with quantitative experimental data suggests that under glucose limitation, a mitochondrial constraint limits growth at the onset of ethanol formation—known as the Crabtree effect. Under sugar excess, however, a constraint on total cytosolic volume dictates overflow metabolism. Our comprehensive model thus identifies condition-dependent and compartment-specific constraints that can explain metabolic strategies and protein expression profiles from growth rate optimisation, providing a framework to understand metabolic adaptation in eukaryal cells.
format Online
Article
Text
id pubmed-8831649
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-88316492022-03-04 Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies Elsemman, Ibrahim E. Rodriguez Prado, Angelica Grigaitis, Pranas Garcia Albornoz, Manuel Harman, Victoria Holman, Stephen W. van Heerden, Johan Bruggeman, Frank J. Bisschops, Mark M. M. Sonnenschein, Nikolaus Hubbard, Simon Beynon, Rob Daran-Lapujade, Pascale Nielsen, Jens Teusink, Bas Nat Commun Article When conditions change, unicellular organisms rewire their metabolism to sustain cell maintenance and cellular growth. Such rewiring may be understood as resource re-allocation under cellular constraints. Eukaryal cells contain metabolically active organelles such as mitochondria, competing for cytosolic space and resources, and the nature of the relevant cellular constraints remain to be determined for such cells. Here, we present a comprehensive metabolic model of the yeast cell, based on its full metabolic reaction network extended with protein synthesis and degradation reactions. The model predicts metabolic fluxes and corresponding protein expression by constraining compartment-specific protein pools and maximising growth rate. Comparing model predictions with quantitative experimental data suggests that under glucose limitation, a mitochondrial constraint limits growth at the onset of ethanol formation—known as the Crabtree effect. Under sugar excess, however, a constraint on total cytosolic volume dictates overflow metabolism. Our comprehensive model thus identifies condition-dependent and compartment-specific constraints that can explain metabolic strategies and protein expression profiles from growth rate optimisation, providing a framework to understand metabolic adaptation in eukaryal cells. Nature Publishing Group UK 2022-02-10 /pmc/articles/PMC8831649/ /pubmed/35145105 http://dx.doi.org/10.1038/s41467-022-28467-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Elsemman, Ibrahim E.
Rodriguez Prado, Angelica
Grigaitis, Pranas
Garcia Albornoz, Manuel
Harman, Victoria
Holman, Stephen W.
van Heerden, Johan
Bruggeman, Frank J.
Bisschops, Mark M. M.
Sonnenschein, Nikolaus
Hubbard, Simon
Beynon, Rob
Daran-Lapujade, Pascale
Nielsen, Jens
Teusink, Bas
Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
title Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
title_full Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
title_fullStr Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
title_full_unstemmed Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
title_short Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
title_sort whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8831649/
https://www.ncbi.nlm.nih.gov/pubmed/35145105
http://dx.doi.org/10.1038/s41467-022-28467-6
work_keys_str_mv AT elsemmanibrahime wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT rodriguezpradoangelica wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT grigaitispranas wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT garciaalbornozmanuel wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT harmanvictoria wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT holmanstephenw wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT vanheerdenjohan wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT bruggemanfrankj wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT bisschopsmarkmm wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT sonnenscheinnikolaus wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT hubbardsimon wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT beynonrob wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT daranlapujadepascale wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT nielsenjens wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies
AT teusinkbas wholecellmodelinginyeastpredictscompartmentspecificproteomeconstraintsthatdrivemetabolicstrategies