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On the geometry of elementary flux modes

Elementary flux modes (EFMs) play a prominent role in the constraint-based analysis of metabolic networks. They correspond to minimal functional units of the metabolic network at steady-state and as such have been studied for almost 30 years. The set of all EFMs in a metabolic network tends to be ve...

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Autores principales: Wieder, Frederik, Henk, Martin, Bockmayr, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10468954/
https://www.ncbi.nlm.nih.gov/pubmed/37646830
http://dx.doi.org/10.1007/s00285-023-01982-w
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author Wieder, Frederik
Henk, Martin
Bockmayr, Alexander
author_facet Wieder, Frederik
Henk, Martin
Bockmayr, Alexander
author_sort Wieder, Frederik
collection PubMed
description Elementary flux modes (EFMs) play a prominent role in the constraint-based analysis of metabolic networks. They correspond to minimal functional units of the metabolic network at steady-state and as such have been studied for almost 30 years. The set of all EFMs in a metabolic network tends to be very large and may have exponential size in the number of reactions. Hence, there is a need to elucidate the structure of this set. Here we focus on geometric properties of EFMs. We analyze the distribution of EFMs in the face lattice of the steady-state flux cone of the metabolic network and show that EFMs in the relative interior of the cone occur only in very special cases. We introduce the concept of degree of an EFM as a measure how elementary it is and study the decomposition of flux vectors and EFMs depending on their degree. Geometric analysis can help to better understand the structure of the set of EFMs, which is important from both the mathematical and the biological viewpoint.
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spelling pubmed-104689542023-09-01 On the geometry of elementary flux modes Wieder, Frederik Henk, Martin Bockmayr, Alexander J Math Biol Article Elementary flux modes (EFMs) play a prominent role in the constraint-based analysis of metabolic networks. They correspond to minimal functional units of the metabolic network at steady-state and as such have been studied for almost 30 years. The set of all EFMs in a metabolic network tends to be very large and may have exponential size in the number of reactions. Hence, there is a need to elucidate the structure of this set. Here we focus on geometric properties of EFMs. We analyze the distribution of EFMs in the face lattice of the steady-state flux cone of the metabolic network and show that EFMs in the relative interior of the cone occur only in very special cases. We introduce the concept of degree of an EFM as a measure how elementary it is and study the decomposition of flux vectors and EFMs depending on their degree. Geometric analysis can help to better understand the structure of the set of EFMs, which is important from both the mathematical and the biological viewpoint. Springer Berlin Heidelberg 2023-08-30 2023 /pmc/articles/PMC10468954/ /pubmed/37646830 http://dx.doi.org/10.1007/s00285-023-01982-w 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
Wieder, Frederik
Henk, Martin
Bockmayr, Alexander
On the geometry of elementary flux modes
title On the geometry of elementary flux modes
title_full On the geometry of elementary flux modes
title_fullStr On the geometry of elementary flux modes
title_full_unstemmed On the geometry of elementary flux modes
title_short On the geometry of elementary flux modes
title_sort on the geometry of elementary flux modes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10468954/
https://www.ncbi.nlm.nih.gov/pubmed/37646830
http://dx.doi.org/10.1007/s00285-023-01982-w
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