Mathematical models for the EP2 and EP4 signaling pathways and their crosstalk
Alessandra Cambi, Diane S Lidke, Mariya Ptashnyk, Willemijn Smit, Stefanie Sonner

TL;DR
This paper develops mathematical models of EP2 and EP4 receptor signaling pathways to understand their crosstalk and predict cell responses to PGE2, aiding potential anti-tumor therapy design.
Contribution
The paper introduces novel mathematical models for EP2 and EP4 signaling pathways and their crosstalk, capturing ligand binding dynamics and predicting experimental cAMP levels.
Findings
Models qualitatively match experimental cAMP data
Ligand binding dynamics are crucial for receptor activity
Models suggest mechanisms for receptor crosstalk
Abstract
The G-protein coupled receptors EP2 and EP4 both transduce the signal of the lipid messenger Prostaglandin E2 (PGE2). Changes in the cell response to PGE2 can have important effects on immunity and development of diseases, however, a thorough understanding of the EP2-EP4 receptors' signaling pathways is lacking. Experimental data show that receptor activity (indicated by cAMP expression) has a different kinetics depending on which receptor is triggered by PGE2 and that crosstalk exists between EP2 and EP4. To better understand the underlying mechanisms and be able to predict cell responses to PGE2, we develop novel mathematical models for the cAMP signaling pathways of EP2 and EP4 and their crosstalk. Ligand binding dynamics plays a crucial role for both, the single receptor activity and their crosstalk. The mathematical models can predict the qualitative cAMP levels observed…
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Taxonomy
TopicsInflammatory mediators and NSAID effects · Cancer, Stress, Anesthesia, and Immune Response · Cancer, Lipids, and Metabolism
MethodsSoftmax · Attention Is All You Need
