Mathematical Modelling of Nitric Oxide/Cyclic GMP/Cyclic AMP Signalling in Platelets
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Published on: January 7, 2019
Rune Kleppe1, Inge Jonassen2, Stein Ove Døskeland3
1Computational Biology Unit, Department of Informatics, University of Bergen, Thormøhlensgate 55, 5008 Bergen, Norway. rune.kleppe@uib.no.
Insights
Mathematical models reveal how nitric oxide (NO) signaling influences cyclic GMP (cGMP) and cyclic AMP (cAMP) in platelets. This understanding offers new strategies for thrombosis prevention by selectively targeting platelet activation pathways.
Area of Science:
- Biochemistry
- Pharmacology
- Computational Biology
Background:
- Platelet activation is crucial for hemostasis but implicated in thrombotic diseases like stroke.
- Cyclic guanosine monophosphate (cGMP) and cyclic adenosine monophosphate (cAMP) signaling pathways inhibit platelet activation.
- Complex cross-talk between cGMP and cAMP pathways hinders selective therapeutic targeting.
Purpose of the Study:
- To quantify the steady-state behavior of nitric oxide (NO)/cGMP/cAMP signaling in platelets using mathematical modeling.
- To assess NO-induced cGMP synthesis, protein kinase G (PKG) activation, and cGMP-mediated cAMP and protein kinase A (PKA) activation.
- To elucidate the role of phosphodiesterases (PDE2, PDE3, PDE5) in platelet cyclic nucleotide signaling.
Main Methods:
- Development and analysis of one- and two-compartment mathematical models of platelet cyclic nucleotide signaling.
- Integration of experimental data from scientific literature to parameterize models.
- In silico simulation to predict signaling dynamics and pathway interactions.
Main Results:
- Models provide insights into how NO-cGMP signaling inhibits platelet shape change.
- Two-compartment models successfully explain NO-mediated PKA activation with unchanged bulk cAMP levels.
- Models predict a significant impact of PDE5 inhibitors on cGMP/cAMP cross-talk, suggesting a hierarchical interplay of phosphodiesterases.
Conclusions:
- Increased NO signaling or PDE5 inhibition can selectively enhance cGMP-cAMP cross-talk in platelets.
- Mathematical modeling offers valuable insights into complex signaling networks for therapeutic development.
- Findings may explain the efficacy of certain PDE5 inhibitors in anti-platelet therapy.
Abstract:
Platelet activation contributes to normal haemostasis but also to pathologic conditions like stroke and cardiac infarction. Signalling by cGMP and cAMP inhibit platelet activation and are therefore attractive targets for thrombosis prevention. However, extensive cross-talk between the cGMP and cAMP signalling pathways in multiple tissues complicates the selective targeting of their activities. We have used mathematical modelling based on experimental data from the literature to quantify the steady state behaviour of nitric oxide (NO)/cGMP/cAMP signalling in platelets. The analysis provides an assessment of NO-induced cGMP synthesis and PKG activation as well as cGMP-mediated cAMP and PKA activation though modulation of phosphodiesterase (PDE2 and 3) activities. Both one- and two-compartment models of platelet cyclic nucleotide signalling are presented. The models provide new insight for understanding how NO signalling to cGMP and indirectly cAMP, can inhibit platelet shape-change, the initial step of platelet activation. Only the two-compartment models could account for the experimental observation that NO-mediated PKA activation can occur when the bulk platelet cAMP level is unchanged. The models revealed also a potential for hierarchical interplay between the different platelet phosphodiesterases. Specifically, the models predict, unexpectedly, a strong effect of pharmacological inhibitors of cGMP-specific PDE5 on the cGMP/cAMP cross-talk. This may explain the successful use of weak PDE5-inhibitors, such as dipyridamole, in anti-platelet therapy. In conclusion, increased NO signalling or PDE5 inhibition are attractive ways of increasing cGMP-cAMP cross-talk selectively in platelets.
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