Literature DB >> 26869440

Insights From an Integrated Physiologically Based Pharmacokinetic Model for Brain Penetration.

Patrick E Trapa1, Elena Belova2, Jenny L Liras2, Dennis O Scott2, Stefan J Steyn2.   

Abstract

Central-nervous-system, physiologically based pharmacokinetic (PBPK) models predict exposure profiles in the brain, that is, the rate and extent of distribution. The current work develops one such model and presents improved methods for determining key input parameters. A simple linear regression statistical model estimates the passive permeability at the blood-brain barrier from brain uptake index data and descriptors, and a novel analysis extracts the relative active transport parameter from in vitro assays taking into consideration both paracellular transport and unstirred water layers. The integrated PBPK model captures the concentration profiles of both rate-restricted and effluxed compounds with high passive permeability. In many cases, compounds distribute rapidly into the brain and are, therefore, not rate limited. The PBPK model is then simplified to a straightforward equation to describe brain-to-plasma ratios at steady state. The equation can estimate brain penetration either from in vitro efflux data or from in vivo results from another species and, therefore, is a valuable tool in the discovery setting.
Copyright © 2016 American Pharmacists Association®. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  blood-brain barrier; distribution; efflux pumps; in vitro models; mathematical models; physiologically based pharmacokinetic models

Mesh:

Substances:

Year:  2016        PMID: 26869440     DOI: 10.1016/j.xphs.2015.12.005

Source DB:  PubMed          Journal:  J Pharm Sci        ISSN: 0022-3549            Impact factor:   3.534


  13 in total

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Review 2.  Clinical Pharmacokinetics and Pharmacodynamics of Drugs in the Central Nervous System.

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Review 3.  Microdialysis: the Key to Physiologically Based Model Prediction of Human CNS Target Site Concentrations.

Authors:  Yumi Yamamoto; Meindert Danhof; Elizabeth C M de Lange
Journal:  AAPS J       Date:  2017-03-09       Impact factor: 4.009

4.  In Vitro - in Vivo Extrapolation of Hepatic Clearance in Preclinical Species.

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Journal:  Pharm Res       Date:  2022-03-07       Impact factor: 4.200

5.  Direct Comparison of the Prediction of the Unbound Brain-to-Plasma Partitioning Utilizing Machine Learning Approach and Mechanistic Neuropharmacokinetic Model.

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Journal:  Pharmacol Res Perspect       Date:  2021-04

7.  Unbound Brain-to-Plasma Partition Coefficient, Kp,uu,brain-a Game Changing Parameter for CNS Drug Discovery and Development.

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Review 8.  The need for mathematical modelling of spatial drug distribution within the brain.

Authors:  Esmée Vendel; Vivi Rottschäfer; Elizabeth C M de Lange
Journal:  Fluids Barriers CNS       Date:  2019-05-16

9.  Lumbar cerebrospinal fluid-to-brain extracellular fluid surrogacy is context-specific: insights from LeiCNS-PK3.0 simulations.

Authors:  Mohammed A A Saleh; Chi Fong Loo; Jeroen Elassaiss-Schaap; Elizabeth C M De Lange
Journal:  J Pharmacokinet Pharmacodyn       Date:  2021-06-17       Impact factor: 2.745

10.  Predicting Drug Concentration-Time Profiles in Multiple CNS Compartments Using a Comprehensive Physiologically-Based Pharmacokinetic Model.

Authors:  Yumi Yamamoto; Pyry A Välitalo; Dymphy R Huntjens; Johannes H Proost; An Vermeulen; Walter Krauwinkel; Margot W Beukers; Dirk-Jan van den Berg; Robin Hartman; Yin Cheong Wong; Meindert Danhof; John G C van Hasselt; Elizabeth C M de Lange
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2017-10-13
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