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Translational Modeling in Schizophrenia: Predicting Human Dopamine D2 Receptor Occupancy
Martin Johnson1,2, Magdalena Kozielska1,3, Venkatesh Pilla Reddy1,2
1Department of Pharmacokinetics, Toxicology and Targeting, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands.
This study adapted a rat physiology-based pharmacokinetic-pharmacodynamic (PBPKPD) model to predict dopamine D2 receptor occupancy (D2RO) in humans. The model accurately predicted D2RO for most antipsychotics, demonstrating its utility in human drug development.
Area of Science:
- Pharmacology
- Pharmacokinetics
- Neuroscience
Background:
- Physiology-based pharmacokinetic-pharmacodynamic (PBPKPD) models are crucial for predicting drug effects.
- Previous models were developed in rats to understand dopamine D2 receptor occupancy (D2RO).
- Translating these models from rats to humans presents significant challenges.
Purpose of the Study:
- To evaluate a hybrid PBPKPD model's ability to predict human D2RO.
- To assess the model's accuracy for antipsychotic drugs in the human striatum.
Main Methods:
- A hybrid PBPKPD model, initially developed in rats, was adapted for human predictions.
- Rat physiological and pharmacokinetic parameters were replaced with human data.
- Blood-brain barrier transport and receptor binding were scaled from rat to human.
Main Results:
- The adapted model accurately predicted human D2RO for five out of six antipsychotics.
- In vitro data integration improved D2RO predictions for most compounds.
- Haloperidol's D2RO was under-predicted by the model.
Conclusions:
- The hybrid PBPKPD model structure, incorporating in vitro and human data, provides a valid basis for predicting human D2RO.
- This approach supports the prediction of antipsychotic drug effects in humans.
- Further refinement may be needed for specific compounds like haloperidol.
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