Cargando…

Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions

Quantifying the contribution of individual molecular components to complex cellular processes is a grand challenge in systems biology. Here we establish a general theoretical framework (Functional Decomposition of Metabolism, FDM) to quantify the contribution of every metabolic reaction to metabolic...

Descripción completa

Detalles Bibliográficos
Autores principales: Mori, Matteo, Cheng, Chuankai, Taylor, Brian R., Okano, Hiroyuki, Hwa, Terence
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10345195/
https://www.ncbi.nlm.nih.gov/pubmed/37443156
http://dx.doi.org/10.1038/s41467-023-39724-7
_version_ 1785073032686993408
author Mori, Matteo
Cheng, Chuankai
Taylor, Brian R.
Okano, Hiroyuki
Hwa, Terence
author_facet Mori, Matteo
Cheng, Chuankai
Taylor, Brian R.
Okano, Hiroyuki
Hwa, Terence
author_sort Mori, Matteo
collection PubMed
description Quantifying the contribution of individual molecular components to complex cellular processes is a grand challenge in systems biology. Here we establish a general theoretical framework (Functional Decomposition of Metabolism, FDM) to quantify the contribution of every metabolic reaction to metabolic functions, e.g. the synthesis of biomass building blocks. FDM allowed for a detailed quantification of the energy and biosynthesis budget for growing Escherichia coli cells. Surprisingly, the ATP generated during the biosynthesis of building blocks from glucose almost balances the demand from protein synthesis, the largest energy expenditure known for growing cells. This leaves the bulk of the energy generated by fermentation and respiration unaccounted for, thus challenging the common notion that energy is a key growth-limiting resource. Moreover, FDM together with proteomics enables the quantification of enzymes contributing towards each metabolic function, allowing for a first-principle formulation of a coarse-grained model of global protein allocation based on the structure of the metabolic network.
format Online
Article
Text
id pubmed-10345195
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-103451952023-07-15 Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions Mori, Matteo Cheng, Chuankai Taylor, Brian R. Okano, Hiroyuki Hwa, Terence Nat Commun Article Quantifying the contribution of individual molecular components to complex cellular processes is a grand challenge in systems biology. Here we establish a general theoretical framework (Functional Decomposition of Metabolism, FDM) to quantify the contribution of every metabolic reaction to metabolic functions, e.g. the synthesis of biomass building blocks. FDM allowed for a detailed quantification of the energy and biosynthesis budget for growing Escherichia coli cells. Surprisingly, the ATP generated during the biosynthesis of building blocks from glucose almost balances the demand from protein synthesis, the largest energy expenditure known for growing cells. This leaves the bulk of the energy generated by fermentation and respiration unaccounted for, thus challenging the common notion that energy is a key growth-limiting resource. Moreover, FDM together with proteomics enables the quantification of enzymes contributing towards each metabolic function, allowing for a first-principle formulation of a coarse-grained model of global protein allocation based on the structure of the metabolic network. Nature Publishing Group UK 2023-07-13 /pmc/articles/PMC10345195/ /pubmed/37443156 http://dx.doi.org/10.1038/s41467-023-39724-7 Text en © The Author(s) 2023 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Mori, Matteo
Cheng, Chuankai
Taylor, Brian R.
Okano, Hiroyuki
Hwa, Terence
Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions
title Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions
title_full Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions
title_fullStr Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions
title_full_unstemmed Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions
title_short Functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions
title_sort functional decomposition of metabolism allows a system-level quantification of fluxes and protein allocation towards specific metabolic functions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10345195/
https://www.ncbi.nlm.nih.gov/pubmed/37443156
http://dx.doi.org/10.1038/s41467-023-39724-7
work_keys_str_mv AT morimatteo functionaldecompositionofmetabolismallowsasystemlevelquantificationoffluxesandproteinallocationtowardsspecificmetabolicfunctions
AT chengchuankai functionaldecompositionofmetabolismallowsasystemlevelquantificationoffluxesandproteinallocationtowardsspecificmetabolicfunctions
AT taylorbrianr functionaldecompositionofmetabolismallowsasystemlevelquantificationoffluxesandproteinallocationtowardsspecificmetabolicfunctions
AT okanohiroyuki functionaldecompositionofmetabolismallowsasystemlevelquantificationoffluxesandproteinallocationtowardsspecificmetabolicfunctions
AT hwaterence functionaldecompositionofmetabolismallowsasystemlevelquantificationoffluxesandproteinallocationtowardsspecificmetabolicfunctions