Molecular mechanisms of detection and discrimination of dynamic signals

Abstract Many molecules decode not only the concentration of cellular signals, but also their temporal dynamics. However, little is known about the mechanisms that underlie the detection and discrimination of dynamic signals. We used computational modelling of the interaction of a ligand with multip...

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Main Authors: G. Antunes, A. C. Roque, F. M. Simoes-de-Souza
Format: Article
Language:English
Published: Nature Publishing Group 2018-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-018-20842-y
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spelling doaj-fb4eef05566248a68fa7b3cd3074cb2e2020-12-08T06:21:52ZengNature Publishing GroupScientific Reports2045-23222018-02-018111410.1038/s41598-018-20842-yMolecular mechanisms of detection and discrimination of dynamic signalsG. Antunes0A. C. Roque1F. M. Simoes-de-Souza2Laboratory of Neural Systems (SisNe), Department of Physics, University of São PauloLaboratory of Neural Systems (SisNe), Department of Physics, University of São PauloCenter for Mathematics, Computation and Cognition, Federal University of ABCAbstract Many molecules decode not only the concentration of cellular signals, but also their temporal dynamics. However, little is known about the mechanisms that underlie the detection and discrimination of dynamic signals. We used computational modelling of the interaction of a ligand with multiple targets to investigate how kinetic and thermodynamic parameters regulate their capabilities to respond to dynamic signals. Our results demonstrated that the detection and discrimination of temporal features of signal inputs occur for reactions proceeding outside mass-action equilibrium. For these reactions, thermodynamic parameters such as affinity do not predict their outcomes. Additionally, we showed that, at non-equilibrium, the association rate constants determine the amount of product formed in reversible reactions. In contrast, the dissociation rate constants regulate the time interval required for reversible reactions to achieve equilibrium and, consequently, control their ability to detect and discriminate dynamic features of cellular signals.https://doi.org/10.1038/s41598-018-20842-y
collection DOAJ
language English
format Article
sources DOAJ
author G. Antunes
A. C. Roque
F. M. Simoes-de-Souza
spellingShingle G. Antunes
A. C. Roque
F. M. Simoes-de-Souza
Molecular mechanisms of detection and discrimination of dynamic signals
Scientific Reports
author_facet G. Antunes
A. C. Roque
F. M. Simoes-de-Souza
author_sort G. Antunes
title Molecular mechanisms of detection and discrimination of dynamic signals
title_short Molecular mechanisms of detection and discrimination of dynamic signals
title_full Molecular mechanisms of detection and discrimination of dynamic signals
title_fullStr Molecular mechanisms of detection and discrimination of dynamic signals
title_full_unstemmed Molecular mechanisms of detection and discrimination of dynamic signals
title_sort molecular mechanisms of detection and discrimination of dynamic signals
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2018-02-01
description Abstract Many molecules decode not only the concentration of cellular signals, but also their temporal dynamics. However, little is known about the mechanisms that underlie the detection and discrimination of dynamic signals. We used computational modelling of the interaction of a ligand with multiple targets to investigate how kinetic and thermodynamic parameters regulate their capabilities to respond to dynamic signals. Our results demonstrated that the detection and discrimination of temporal features of signal inputs occur for reactions proceeding outside mass-action equilibrium. For these reactions, thermodynamic parameters such as affinity do not predict their outcomes. Additionally, we showed that, at non-equilibrium, the association rate constants determine the amount of product formed in reversible reactions. In contrast, the dissociation rate constants regulate the time interval required for reversible reactions to achieve equilibrium and, consequently, control their ability to detect and discriminate dynamic features of cellular signals.
url https://doi.org/10.1038/s41598-018-20842-y
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