Cargando…

A dynamical systems model of progesterone receptor interactions with inflammation in human parturition

BACKGROUND: Progesterone promotes uterine relaxation and is essential for the maintenance of pregnancy. Withdrawal of progesterone activity and increased inflammation within the uterine tissues are key triggers for parturition. Progesterone actions in myometrial cells are mediated by two progesteron...

Descripción completa

Detalles Bibliográficos
Autores principales: Brubaker, Douglas, Barbaro, Alethea, R. Chance, Mark, Mesiano, Sam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4992259/
https://www.ncbi.nlm.nih.gov/pubmed/27543267
http://dx.doi.org/10.1186/s12918-016-0320-1
_version_ 1782448985795985408
author Brubaker, Douglas
Barbaro, Alethea
R. Chance, Mark
Mesiano, Sam
author_facet Brubaker, Douglas
Barbaro, Alethea
R. Chance, Mark
Mesiano, Sam
author_sort Brubaker, Douglas
collection PubMed
description BACKGROUND: Progesterone promotes uterine relaxation and is essential for the maintenance of pregnancy. Withdrawal of progesterone activity and increased inflammation within the uterine tissues are key triggers for parturition. Progesterone actions in myometrial cells are mediated by two progesterone receptor (PR) isoforms, PR-A and PR-B, that function as ligand-activated transcription factors. PR-B mediates relaxatory actions of progesterone, in part, by decreasing myometrial cell responsiveness to pro-inflammatory stimuli. These same pro-inflammatory stimuli promote the expression of PR-A which inhibits the anti-inflammatory activity of PR-B. Competitive interaction between the progesterone receptors then augments myometrial responsiveness to pro-inflammatory stimuli. The interaction between PR-B transcriptional activity and inflammation in the pregnancy myometrium is examined using a dynamical systems model in which quiescence and labor are represented as phase-space equilibrium points. Our model shows that PR-B transcriptional activity and the inflammatory load determine the stability of the quiescent and laboring phenotypes. The model is tested using published transcriptome datasets describing the mRNA abundances in the myometrium before and after the onset of labor at term. Surrogate transcripts were selected to reflect PR-B transcriptional activity and inflammation status. RESULTS: The model coupling PR-B activity and inflammation predicts contractile status (i.e., laboring or quiescent) with high precision and recall and outperforms uncoupled single and two-gene classifiers. Linear stability analysis shows that phase space bifurcations exist in our model that may reflect the phenotypic states of the pregnancy uterus. The model describes a possible tipping point for the transition of the quiescent to the contractile laboring phenotype. CONCLUSIONS: Our model describes the functional interaction between the PR-A:PR-B hypothesis and tissue level inflammation in the pregnancy uterus and is a first step in more sophisticated dynamical systems modeling of human partition. The model explains observed biochemical dynamics and as such will be useful for the development of a range of systems-based models using emerging data to predict preterm birth and identify strategies for its prevention.
format Online
Article
Text
id pubmed-4992259
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-49922592016-08-21 A dynamical systems model of progesterone receptor interactions with inflammation in human parturition Brubaker, Douglas Barbaro, Alethea R. Chance, Mark Mesiano, Sam BMC Syst Biol Research Article BACKGROUND: Progesterone promotes uterine relaxation and is essential for the maintenance of pregnancy. Withdrawal of progesterone activity and increased inflammation within the uterine tissues are key triggers for parturition. Progesterone actions in myometrial cells are mediated by two progesterone receptor (PR) isoforms, PR-A and PR-B, that function as ligand-activated transcription factors. PR-B mediates relaxatory actions of progesterone, in part, by decreasing myometrial cell responsiveness to pro-inflammatory stimuli. These same pro-inflammatory stimuli promote the expression of PR-A which inhibits the anti-inflammatory activity of PR-B. Competitive interaction between the progesterone receptors then augments myometrial responsiveness to pro-inflammatory stimuli. The interaction between PR-B transcriptional activity and inflammation in the pregnancy myometrium is examined using a dynamical systems model in which quiescence and labor are represented as phase-space equilibrium points. Our model shows that PR-B transcriptional activity and the inflammatory load determine the stability of the quiescent and laboring phenotypes. The model is tested using published transcriptome datasets describing the mRNA abundances in the myometrium before and after the onset of labor at term. Surrogate transcripts were selected to reflect PR-B transcriptional activity and inflammation status. RESULTS: The model coupling PR-B activity and inflammation predicts contractile status (i.e., laboring or quiescent) with high precision and recall and outperforms uncoupled single and two-gene classifiers. Linear stability analysis shows that phase space bifurcations exist in our model that may reflect the phenotypic states of the pregnancy uterus. The model describes a possible tipping point for the transition of the quiescent to the contractile laboring phenotype. CONCLUSIONS: Our model describes the functional interaction between the PR-A:PR-B hypothesis and tissue level inflammation in the pregnancy uterus and is a first step in more sophisticated dynamical systems modeling of human partition. The model explains observed biochemical dynamics and as such will be useful for the development of a range of systems-based models using emerging data to predict preterm birth and identify strategies for its prevention. BioMed Central 2016-08-19 /pmc/articles/PMC4992259/ /pubmed/27543267 http://dx.doi.org/10.1186/s12918-016-0320-1 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
Brubaker, Douglas
Barbaro, Alethea
R. Chance, Mark
Mesiano, Sam
A dynamical systems model of progesterone receptor interactions with inflammation in human parturition
title A dynamical systems model of progesterone receptor interactions with inflammation in human parturition
title_full A dynamical systems model of progesterone receptor interactions with inflammation in human parturition
title_fullStr A dynamical systems model of progesterone receptor interactions with inflammation in human parturition
title_full_unstemmed A dynamical systems model of progesterone receptor interactions with inflammation in human parturition
title_short A dynamical systems model of progesterone receptor interactions with inflammation in human parturition
title_sort dynamical systems model of progesterone receptor interactions with inflammation in human parturition
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4992259/
https://www.ncbi.nlm.nih.gov/pubmed/27543267
http://dx.doi.org/10.1186/s12918-016-0320-1
work_keys_str_mv AT brubakerdouglas adynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition
AT barbaroalethea adynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition
AT rchancemark adynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition
AT mesianosam adynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition
AT brubakerdouglas dynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition
AT barbaroalethea dynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition
AT rchancemark dynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition
AT mesianosam dynamicalsystemsmodelofprogesteronereceptorinteractionswithinflammationinhumanparturition