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GPCR mediated control of calcium dynamics: A systems perspective
Vaibhav Dhyani1, Suman Gare1, Rishikesh Kumar Gupta1
1Department of Chemical Engineering, Indian Institute of Technology Hyderabad, Sangareddy, Telangana, India.
This review integrates mathematical models of G-protein coupled receptor (GPCR) signaling, focusing on calcium dynamics and dose-response curves for drug development in complex diseases.
Area of Science:
- Biochemistry and Pharmacology
- Computational Biology
- Systems Biology
Background:
- G-protein coupled receptor (GPCR) mediated calcium (Ca2+) signaling is vital for complex diseases like neurodegeneration and heart failure.
- Existing reviews lack an integrated view of mathematical models for GPCR signal transduction and dose-response relationships.
- Understanding GPCR-mediated Ca2+ dynamics is crucial for therapeutic target identification.
Purpose of the Study:
- To provide the first integrated review of mathematical descriptions for GPCR signal transduction and Ca2+ dynamics.
- To elucidate the biochemical pathways and molecular mechanisms governing GPCR-mediated Ca2+ oscillations.
- To connect agonist concentration encoding in Ca2+ signals across different GPCR pathways (Gαq, Gαs, Gαi/o).
Main Methods:
- Review of existing literature on GPCR signaling networks and mathematical models.
- Presentation of Ordinary Differential Equation (ODE) formulations for various signaling models.
- Analysis of network motifs and feedback loops controlling intracellular Ca2+ oscillations.
- Compilation of dose-response curves from Ca2+ spiking data for different GPCR pathways.
Main Results:
- Detailed schematics of GPCR signaling networks and their ODE formulations are presented.
- Network motifs are identified to provide insights into agonist-mediated Ca2+ dynamics.
- The interplay of positive and negative feedback loops in controlling Ca2+ oscillations is highlighted.
- Examples of dose-response curves for various GPCR pathways are reviewed.
Conclusions:
- This review offers a systems perspective on GPCR-mediated Ca2+ dynamics, integrating mathematical and experimental findings.
- It facilitates a deeper understanding of how agonist concentrations are translated into Ca2+ signals.
- The findings are valuable for pharmacologists and computational biologists in designing GPCR-targeting drugs for clinical applications.
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