Cargando…
Signaling cascades transmit information downstream and upstream but unlikely simultaneously
BACKGROUND: Signal transduction is the process through which cells communicate with the external environment, interpret stimuli and respond to them. This mechanism is controlled by signaling cascades, which play the role of intracellular transmitter, being able to transmit biochemical information be...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5000522/ https://www.ncbi.nlm.nih.gov/pubmed/27561377 http://dx.doi.org/10.1186/s12918-016-0303-2 |
_version_ | 1782450303023448064 |
---|---|
author | Catozzi, Simona Di-Bella, Juan Pablo Ventura, Alejandra C. Sepulchre, Jacques-Alexandre |
author_facet | Catozzi, Simona Di-Bella, Juan Pablo Ventura, Alejandra C. Sepulchre, Jacques-Alexandre |
author_sort | Catozzi, Simona |
collection | PubMed |
description | BACKGROUND: Signal transduction is the process through which cells communicate with the external environment, interpret stimuli and respond to them. This mechanism is controlled by signaling cascades, which play the role of intracellular transmitter, being able to transmit biochemical information between cell membrane and nucleus. In theory as well as in practice, it has been shown that a perturbation can propagate upstream (and not only downstream) a cascade, by a mechanism known as retroactivity. This study aims to compare the conditions on biochemical parameters which favor one or the other direction of signaling in such a cascade. RESULTS: From a mathematical point of view, we show that the steady states of a cascade of arbitrary length n are described by an iterative map of second order, meaning that the cascade tiers are actually coupled three-by-three. We study the influence of the biochemical parameters in the control of the direction of transmission – upstream and/or downstream – along a signaling cascade. A numerical and statistical approach, based on the random scan of parameters describing a 3-tier signaling cascade, provides complementary findings to the analytical study. In particular, computing the likelihood of parameters with respect to various signaling regimes, we identify conditions on biochemical parameters which enhance a specific direction of propagation corresponding to forward or retro-signaling regimes. A compact graphical representation is designed to relay the gist of these conditions. CONCLUSIONS: The values of biochemical parameters such as kinetic rates, Michaelis-Menten constants, total concentrations of kinases and of phosphatases, determine the propensity of a cascade to favor or impede downstream or upstream signal transmission. We found that generally there is an opposition between parameter sets favoring forward and retro-signaling regimes. Therefore, on one hand our study supports the idea that in most cases, retroactive effects can be neglected when a cascade which is efficient in forward signaling, is perturbed by an external ligand inhibiting the activation at some tier of the cascade. This result is relevant for therapeutic methodologies based on kinase inhibition. On the other hand, our study highlights a less-known part of the parameter space where, although the forward signaling is inefficient, the cascade can interestingly act as a retro-signaling device. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-016-0303-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5000522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-50005222016-08-27 Signaling cascades transmit information downstream and upstream but unlikely simultaneously Catozzi, Simona Di-Bella, Juan Pablo Ventura, Alejandra C. Sepulchre, Jacques-Alexandre BMC Syst Biol Research Article BACKGROUND: Signal transduction is the process through which cells communicate with the external environment, interpret stimuli and respond to them. This mechanism is controlled by signaling cascades, which play the role of intracellular transmitter, being able to transmit biochemical information between cell membrane and nucleus. In theory as well as in practice, it has been shown that a perturbation can propagate upstream (and not only downstream) a cascade, by a mechanism known as retroactivity. This study aims to compare the conditions on biochemical parameters which favor one or the other direction of signaling in such a cascade. RESULTS: From a mathematical point of view, we show that the steady states of a cascade of arbitrary length n are described by an iterative map of second order, meaning that the cascade tiers are actually coupled three-by-three. We study the influence of the biochemical parameters in the control of the direction of transmission – upstream and/or downstream – along a signaling cascade. A numerical and statistical approach, based on the random scan of parameters describing a 3-tier signaling cascade, provides complementary findings to the analytical study. In particular, computing the likelihood of parameters with respect to various signaling regimes, we identify conditions on biochemical parameters which enhance a specific direction of propagation corresponding to forward or retro-signaling regimes. A compact graphical representation is designed to relay the gist of these conditions. CONCLUSIONS: The values of biochemical parameters such as kinetic rates, Michaelis-Menten constants, total concentrations of kinases and of phosphatases, determine the propensity of a cascade to favor or impede downstream or upstream signal transmission. We found that generally there is an opposition between parameter sets favoring forward and retro-signaling regimes. Therefore, on one hand our study supports the idea that in most cases, retroactive effects can be neglected when a cascade which is efficient in forward signaling, is perturbed by an external ligand inhibiting the activation at some tier of the cascade. This result is relevant for therapeutic methodologies based on kinase inhibition. On the other hand, our study highlights a less-known part of the parameter space where, although the forward signaling is inefficient, the cascade can interestingly act as a retro-signaling device. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-016-0303-2) contains supplementary material, which is available to authorized users. BioMed Central 2016-08-25 /pmc/articles/PMC5000522/ /pubmed/27561377 http://dx.doi.org/10.1186/s12918-016-0303-2 Text en © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Catozzi, Simona Di-Bella, Juan Pablo Ventura, Alejandra C. Sepulchre, Jacques-Alexandre Signaling cascades transmit information downstream and upstream but unlikely simultaneously |
title | Signaling cascades transmit information downstream and upstream but unlikely simultaneously |
title_full | Signaling cascades transmit information downstream and upstream but unlikely simultaneously |
title_fullStr | Signaling cascades transmit information downstream and upstream but unlikely simultaneously |
title_full_unstemmed | Signaling cascades transmit information downstream and upstream but unlikely simultaneously |
title_short | Signaling cascades transmit information downstream and upstream but unlikely simultaneously |
title_sort | signaling cascades transmit information downstream and upstream but unlikely simultaneously |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5000522/ https://www.ncbi.nlm.nih.gov/pubmed/27561377 http://dx.doi.org/10.1186/s12918-016-0303-2 |
work_keys_str_mv | AT catozzisimona signalingcascadestransmitinformationdownstreamandupstreambutunlikelysimultaneously AT dibellajuanpablo signalingcascadestransmitinformationdownstreamandupstreambutunlikelysimultaneously AT venturaalejandrac signalingcascadestransmitinformationdownstreamandupstreambutunlikelysimultaneously AT sepulchrejacquesalexandre signalingcascadestransmitinformationdownstreamandupstreambutunlikelysimultaneously |