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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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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. |
format | Online Article Text |
id | pubmed-3188480 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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