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A Translational Model-Based Meta-Analysis to Predict Tremor Incidence Associated with Serotonin Reuptake Transporter
Sheetal K Panday1, Benjamin J Lang1, Georgi I Kapitanov1
1Applied BioMath, LLC, Concord, Massachusetts, USA.
A model-based meta-analysis predicts tremors, a serotonin syndrome sign, based on drug properties and serotonin reuptake transporter (SERT) inhibition. This aids in assessing new drug safety and selecting appropriate doses.
Area of Science:
- Pharmacology
- Neuroscience
- Drug Development
Background:
- The serotonin reuptake transporter (SERT) regulates synaptic serotonin levels, making it a key target for central nervous system (CNS) disorders.
- Inhibition of SERT can cause serotonin toxicity, leading to serotonin syndrome (SS), a range of adverse events from mild to life-threatening.
Purpose of the Study:
- To develop a model-based meta-analysis (MBMA) to predict the dose-dependent incidence of tremors, a characteristic SS manifestation.
- To establish a relationship between drug pharmacokinetic properties, SERT inhibitory potency, and tremor occurrence.
Main Methods:
- A literature survey was conducted to gather data on tremor incidence, pharmacokinetic parameters, and SERT inhibitory potency (IC50) for 20 known SERT inhibitors.
- An Emax model was employed to analyze the relationship between tremor incidence and the ratio of brain unbound exposure to SERT IC50.
Main Results:
- A quantifiable relationship was identified between tremor incidence and the ratio of brain unbound exposure to SERT IC50 for SERT inhibitors.
- This model effectively predicts the likelihood of tremor occurrence based on drug characteristics.
Conclusions:
- The developed MBMA provides a valuable predictive tool for assessing the risk of tremors in investigational drugs targeting SERT.
- Findings can inform safety assessments and guide dose selection for new CNS disorder therapeutics.
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