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Hydrophobicity and Charge Shape Cellular Metabolite Concentrations

What governs the concentrations of metabolites within living cells? Beyond specific metabolic and enzymatic considerations, are there global trends that affect their values? We hypothesize that the physico-chemical properties of metabolites considerably affect their in-vivo concentrations. The recen...

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Autores principales: Bar-Even, Arren, Noor, Elad, Flamholz, Avi, Buescher, Joerg M., Milo, Ron
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3188480/
https://www.ncbi.nlm.nih.gov/pubmed/21998563
http://dx.doi.org/10.1371/journal.pcbi.1002166
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author Bar-Even, Arren
Noor, Elad
Flamholz, Avi
Buescher, Joerg M.
Milo, Ron
author_facet Bar-Even, Arren
Noor, Elad
Flamholz, Avi
Buescher, Joerg M.
Milo, Ron
author_sort Bar-Even, Arren
collection PubMed
description What governs the concentrations of metabolites within living cells? Beyond specific metabolic and enzymatic considerations, are there global trends that affect their values? We hypothesize that the physico-chemical properties of metabolites considerably affect their in-vivo concentrations. The recently achieved experimental capability to measure the concentrations of many metabolites simultaneously has made the testing of this hypothesis possible. Here, we analyze such recently available data sets of metabolite concentrations within E. coli, S. cerevisiae, B. subtilis and human. Overall, these data sets encompass more than twenty conditions, each containing dozens (28-108) of simultaneously measured metabolites. We test for correlations with various physico-chemical properties and find that the number of charged atoms, non-polar surface area, lipophilicity and solubility consistently correlate with concentration. In most data sets, a change in one of these properties elicits a ∼100 fold increase in metabolite concentrations. We find that the non-polar surface area and number of charged atoms account for almost half of the variation in concentrations in the most reliable and comprehensive data set. Analyzing specific groups of metabolites, such as amino-acids or phosphorylated nucleotides, reveals even a higher dependence of concentration on hydrophobicity. We suggest that these findings can be explained by evolutionary constraints imposed on metabolite concentrations and discuss possible selective pressures that can account for them. These include the reduction of solute leakage through the lipid membrane, avoidance of deleterious aggregates and reduction of non-specific hydrophobic binding. By highlighting the global constraints imposed on metabolic pathways, future research could shed light onto aspects of biochemical evolution and the chemical constraints that bound metabolic engineering efforts.
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spelling pubmed-31884802011-10-13 Hydrophobicity and Charge Shape Cellular Metabolite Concentrations Bar-Even, Arren Noor, Elad Flamholz, Avi Buescher, Joerg M. Milo, Ron PLoS Comput Biol Research Article What governs the concentrations of metabolites within living cells? Beyond specific metabolic and enzymatic considerations, are there global trends that affect their values? We hypothesize that the physico-chemical properties of metabolites considerably affect their in-vivo concentrations. The recently achieved experimental capability to measure the concentrations of many metabolites simultaneously has made the testing of this hypothesis possible. Here, we analyze such recently available data sets of metabolite concentrations within E. coli, S. cerevisiae, B. subtilis and human. Overall, these data sets encompass more than twenty conditions, each containing dozens (28-108) of simultaneously measured metabolites. We test for correlations with various physico-chemical properties and find that the number of charged atoms, non-polar surface area, lipophilicity and solubility consistently correlate with concentration. In most data sets, a change in one of these properties elicits a ∼100 fold increase in metabolite concentrations. We find that the non-polar surface area and number of charged atoms account for almost half of the variation in concentrations in the most reliable and comprehensive data set. Analyzing specific groups of metabolites, such as amino-acids or phosphorylated nucleotides, reveals even a higher dependence of concentration on hydrophobicity. We suggest that these findings can be explained by evolutionary constraints imposed on metabolite concentrations and discuss possible selective pressures that can account for them. These include the reduction of solute leakage through the lipid membrane, avoidance of deleterious aggregates and reduction of non-specific hydrophobic binding. By highlighting the global constraints imposed on metabolic pathways, future research could shed light onto aspects of biochemical evolution and the chemical constraints that bound metabolic engineering efforts. Public Library of Science 2011-10-06 /pmc/articles/PMC3188480/ /pubmed/21998563 http://dx.doi.org/10.1371/journal.pcbi.1002166 Text en Bar-Even et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Bar-Even, Arren
Noor, Elad
Flamholz, Avi
Buescher, Joerg M.
Milo, Ron
Hydrophobicity and Charge Shape Cellular Metabolite Concentrations
title Hydrophobicity and Charge Shape Cellular Metabolite Concentrations
title_full Hydrophobicity and Charge Shape Cellular Metabolite Concentrations
title_fullStr Hydrophobicity and Charge Shape Cellular Metabolite Concentrations
title_full_unstemmed Hydrophobicity and Charge Shape Cellular Metabolite Concentrations
title_short Hydrophobicity and Charge Shape Cellular Metabolite Concentrations
title_sort hydrophobicity and charge shape cellular metabolite concentrations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3188480/
https://www.ncbi.nlm.nih.gov/pubmed/21998563
http://dx.doi.org/10.1371/journal.pcbi.1002166
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