Cargando…
The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis
Chemotaxis, the migration of cells in the direction of a chemical gradient, is of utmost importance in various biological processes. In recent years, research has demonstrated that the underlying mechanism that controls cell migration is an excitable network. One of the properties that characterizes...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6066244/ https://www.ncbi.nlm.nih.gov/pubmed/30059517 http://dx.doi.org/10.1371/journal.pone.0201283 |
_version_ | 1783342940443115520 |
---|---|
author | Bhattacharya, Sayak Iglesias, Pablo A. |
author_facet | Bhattacharya, Sayak Iglesias, Pablo A. |
author_sort | Bhattacharya, Sayak |
collection | PubMed |
description | Chemotaxis, the migration of cells in the direction of a chemical gradient, is of utmost importance in various biological processes. In recent years, research has demonstrated that the underlying mechanism that controls cell migration is an excitable network. One of the properties that characterizes excitability is the presence of a threshold for activation. Here, we show that excitable systems possess noise filtering capabilities that enable faster and more efficient directed migration compared to other systems that also include a threshold, such as ultrasensitive switches. We demonstrate that this filtering ability is a consequence of the varying responses of excitable systems to step and pulse stimuli. Whereas the response to step inputs is determined solely by the magnitude of the stimulus, for pulse stimuli, the response depends on both the magnitude and duration of the stimulus. We then show that these two forms of threshold behavior can be decoupled from one another, allowing finer control in chemotaxis. Finally, we use a simple model of chemotaxis to demonstrate that cells that rely on an excitable system display faster and more effective directed migration that a hypothetical cell guided by an ultra-sensitive switch. |
format | Online Article Text |
id | pubmed-6066244 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-60662442018-08-10 The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis Bhattacharya, Sayak Iglesias, Pablo A. PLoS One Research Article Chemotaxis, the migration of cells in the direction of a chemical gradient, is of utmost importance in various biological processes. In recent years, research has demonstrated that the underlying mechanism that controls cell migration is an excitable network. One of the properties that characterizes excitability is the presence of a threshold for activation. Here, we show that excitable systems possess noise filtering capabilities that enable faster and more efficient directed migration compared to other systems that also include a threshold, such as ultrasensitive switches. We demonstrate that this filtering ability is a consequence of the varying responses of excitable systems to step and pulse stimuli. Whereas the response to step inputs is determined solely by the magnitude of the stimulus, for pulse stimuli, the response depends on both the magnitude and duration of the stimulus. We then show that these two forms of threshold behavior can be decoupled from one another, allowing finer control in chemotaxis. Finally, we use a simple model of chemotaxis to demonstrate that cells that rely on an excitable system display faster and more effective directed migration that a hypothetical cell guided by an ultra-sensitive switch. Public Library of Science 2018-07-30 /pmc/articles/PMC6066244/ /pubmed/30059517 http://dx.doi.org/10.1371/journal.pone.0201283 Text en © 2018 Bhattacharya, Iglesias http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bhattacharya, Sayak Iglesias, Pablo A. The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis |
title | The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis |
title_full | The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis |
title_fullStr | The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis |
title_full_unstemmed | The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis |
title_short | The threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis |
title_sort | threshold of an excitable system serves as a control mechanism for noise filtering during chemotaxis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6066244/ https://www.ncbi.nlm.nih.gov/pubmed/30059517 http://dx.doi.org/10.1371/journal.pone.0201283 |
work_keys_str_mv | AT bhattacharyasayak thethresholdofanexcitablesystemservesasacontrolmechanismfornoisefilteringduringchemotaxis AT iglesiaspabloa thethresholdofanexcitablesystemservesasacontrolmechanismfornoisefilteringduringchemotaxis AT bhattacharyasayak thresholdofanexcitablesystemservesasacontrolmechanismfornoisefilteringduringchemotaxis AT iglesiaspabloa thresholdofanexcitablesystemservesasacontrolmechanismfornoisefilteringduringchemotaxis |