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Inflammatory aetiology of human myometrial activation tested using directed graphs.

ABSTRACT: There are three main hypotheses for the activation of the human uterus at labour: functional progesterone withdrawal, inflammatory stimulation, and oxytocin receptor activation. To test these alternatives we have taken information and data from the literature to develop causal pathway models for the activation of human myometrium. The data provided quantitative RT-PCR results on key genes from samples taken before and during labour. Principal component analysis showed that pre-labour samples form a homogenous group compared to those during labour. We therefore modelled the alternative causal pathways in non-laboring samples using directed graphs and statistically compared the likelihood of the different models using structural equations and D-separation approaches. Using the computer program LISREL, inflammatory activation as a primary event was highly consistent with the data (p = 0.925), progesterone withdrawal, as a primary event, is plausible (p = 0.499), yet comparatively unlikely, oxytocin receptor mediated initiation is less compatible with the data (p = 0.091). DGraph, a software program that creates directed graphs, produced similar results (p= 0.684, p= 0.280, and p = 0.04, respectively). This outcome supports an inflammatory aetiology for human labour. Our results demonstrate the value of directed graphs in determining the likelihood of causal relationships in biology in situations where experiments are not possible.

SUBMITTER: Bisits AM

PROVIDER: S-EPMC1185645 | biostudies-literature | 2005 Jul

REPOSITORIES: biostudies-literature

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Inflammatory aetiology of human myometrial activation tested using directed graphs.

Bisits Andrew M AM Smith Roger R Mesiano Sam S Yeo George G Kwek Kenneth K MacIntyre David D Chan Eng C EC

PLoS computational biology 20050722 2

There are three main hypotheses for the activation of the human uterus at labour: functional progesterone withdrawal, inflammatory stimulation, and oxytocin receptor activation. To test these alternatives we have taken information and data from the literature to develop causal pathway models for the activation of human myometrium. The data provided quantitative RT-PCR results on key genes from samples taken before and during labour. Principal component analysis showed that pre-labour samples for ...[more]

PMID: 16110333

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Project description:Spontaneous term labour is associated with amplified inflammatory events in the myometrium including cytokine production and leukocyte infiltration; however, potential mechanisms regulating such events are not fully understood. We hypothesized that mechanical stretch of the uterine wall by the growing fetus facilitates peripheral leukocyte extravasation into the term myometrium through the release of various cytokines by uterine myocytes. Human myometrial cells (hTERT-HM) were subjected to static mechanical stretch; stretch-conditioned media was collected and analysed using 48-plex Luminex assay and ELISA. Effect of stretch-conditioned media on cell adhesion molecule expression of human uterine microvascular endothelial cells (UtMVEC-Myo) was detected by quantitative polymerase chain reaction (qPCR) and flow cytometry; functional assays testing leukocyte-endothelial interactions: adhesion of leukocytes to endothelial cells and transendothelial migration of calcein-labelled primary human neutrophils as well as migration of THP-1 monocytic cells were assessed by fluorometry. The current in vitro study demonstrated that mechanical stretch (i) directly induces secretion of multiple cytokines and chemokines by hTERT-HM cells (IL-6, CXCL8, CXCL1, migration inhibitory factor (MIF), VEGF, G-CSF, IL-12p70, bFGF and platelet-derived growth factor subunit B (PDGF-bb), P<0.05); stretch-induced cytokines (ii) enhance leukocyte adhesion to the endothelium of the surrounding uterine microvasculature by (iii) inducing the expression of endothelial cell adhesion molecules and (iv) directing the transendothelial migration of peripheral leukocytes. (vi) Chemokine-neutralizing antibodies and broad-spectrum chemokine inhibitor block leukocyte migration. Our data provide a proof of mechanical regulation for leukocyte recruitment from the uterine blood vessels to the myometrium, suggesting a putative mechanism for the leukocyte infiltrate into the uterus during labour and postpartum involution.

Dataset Information

Inflammatory aetiology of human myometrial activation tested using directed graphs.

Publications

Inflammatory aetiology of human myometrial activation tested using directed graphs.

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