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Quantitative modelling of amino acid transport and homeostasis in mammalian cells

Homeostasis is one of the fundamental concepts in physiology. Despite remarkable progress in our molecular understanding of amino acid transport, metabolism and signaling, it remains unclear by what mechanisms cytosolic amino acid concentrations are maintained. We propose that amino acid transporter...

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Autores principales: Gauthier-Coles, Gregory, Vennitti, Jade, Zhang, Zhiduo, Comb, William C., Xing, Shuran, Javed, Kiran, Bröer, Angelika, Bröer, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8421413/
https://www.ncbi.nlm.nih.gov/pubmed/34489418
http://dx.doi.org/10.1038/s41467-021-25563-x
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author Gauthier-Coles, Gregory
Vennitti, Jade
Zhang, Zhiduo
Comb, William C.
Xing, Shuran
Javed, Kiran
Bröer, Angelika
Bröer, Stefan
author_facet Gauthier-Coles, Gregory
Vennitti, Jade
Zhang, Zhiduo
Comb, William C.
Xing, Shuran
Javed, Kiran
Bröer, Angelika
Bröer, Stefan
author_sort Gauthier-Coles, Gregory
collection PubMed
description Homeostasis is one of the fundamental concepts in physiology. Despite remarkable progress in our molecular understanding of amino acid transport, metabolism and signaling, it remains unclear by what mechanisms cytosolic amino acid concentrations are maintained. We propose that amino acid transporters are the primary determinants of intracellular amino acid levels. We show that a cell’s endowment with amino acid transporters can be deconvoluted experimentally and used this data to computationally simulate amino acid translocation across the plasma membrane. Transport simulation generates cytosolic amino acid concentrations that are close to those observed in vitro. Perturbations of the system are replicated in silico and can be applied to systems where only transcriptomic data are available. This work explains amino acid homeostasis at the systems-level, through a combination of secondary active transporters, functionally acting as loaders, harmonizers and controller transporters to generate a stable equilibrium of all amino acid concentrations.
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spelling pubmed-84214132021-09-22 Quantitative modelling of amino acid transport and homeostasis in mammalian cells Gauthier-Coles, Gregory Vennitti, Jade Zhang, Zhiduo Comb, William C. Xing, Shuran Javed, Kiran Bröer, Angelika Bröer, Stefan Nat Commun Article Homeostasis is one of the fundamental concepts in physiology. Despite remarkable progress in our molecular understanding of amino acid transport, metabolism and signaling, it remains unclear by what mechanisms cytosolic amino acid concentrations are maintained. We propose that amino acid transporters are the primary determinants of intracellular amino acid levels. We show that a cell’s endowment with amino acid transporters can be deconvoluted experimentally and used this data to computationally simulate amino acid translocation across the plasma membrane. Transport simulation generates cytosolic amino acid concentrations that are close to those observed in vitro. Perturbations of the system are replicated in silico and can be applied to systems where only transcriptomic data are available. This work explains amino acid homeostasis at the systems-level, through a combination of secondary active transporters, functionally acting as loaders, harmonizers and controller transporters to generate a stable equilibrium of all amino acid concentrations. Nature Publishing Group UK 2021-09-06 /pmc/articles/PMC8421413/ /pubmed/34489418 http://dx.doi.org/10.1038/s41467-021-25563-x Text en © The Author(s) 2021 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
Gauthier-Coles, Gregory
Vennitti, Jade
Zhang, Zhiduo
Comb, William C.
Xing, Shuran
Javed, Kiran
Bröer, Angelika
Bröer, Stefan
Quantitative modelling of amino acid transport and homeostasis in mammalian cells
title Quantitative modelling of amino acid transport and homeostasis in mammalian cells
title_full Quantitative modelling of amino acid transport and homeostasis in mammalian cells
title_fullStr Quantitative modelling of amino acid transport and homeostasis in mammalian cells
title_full_unstemmed Quantitative modelling of amino acid transport and homeostasis in mammalian cells
title_short Quantitative modelling of amino acid transport and homeostasis in mammalian cells
title_sort quantitative modelling of amino acid transport and homeostasis in mammalian cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8421413/
https://www.ncbi.nlm.nih.gov/pubmed/34489418
http://dx.doi.org/10.1038/s41467-021-25563-x
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