Literature DB >> 34142308

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

Mohammed A A Saleh1, Chi Fong Loo1, Jeroen Elassaiss-Schaap1,2, Elizabeth C M De Lange3.   

Abstract

Predicting brain pharmacokinetics is critical for central nervous system (CNS) drug development yet difficult due to ethical restrictions of human brain sampling. CNS pharmacokinetic (PK) profiles are often altered in CNS diseases due to disease-specific pathophysiology. We previously published a comprehensive CNS physiologically-based PK (PBPK) model that predicted the PK profiles of small drugs at brain and cerebrospinal fluid compartments. Here, we improved this model with brain non-specific binding and pH effect on drug ionization and passive transport. We refer to this improved model as Leiden CNS PBPK predictor V3.0 (LeiCNS-PK3.0). LeiCNS-PK3.0 predicted the unbound drug concentrations of brain ECF and CSF compartments in rats and humans with less than two-fold error. We then applied LeiCNS-PK3.0 to study the effect of altered cerebrospinal fluid (CSF) dynamics, CSF volume and flow, on brain extracellular fluid (ECF) pharmacokinetics. The effect of altered CSF dynamics was simulated using LeiCNS-PK3.0 for six drugs and the resulting drug exposure at brain ECF and lumbar CSF were compared. Simulation results showed that altered CSF dynamics changed the CSF PK profiles, but not the brain ECF profiles, irrespective of the drug's physicochemical properties. Our analysis supports the notion that lumbar CSF drug concentration is not an accurate surrogate of brain ECF, particularly in CNS diseases. Systems approaches account for multiple levels of CNS complexity and are better suited to predict brain PK.
© 2021. The Author(s).

Entities:  

Keywords:  Brain; CNS; Drug development; Physiologically-based pharmacokinetic models

Mesh:

Year:  2021        PMID: 34142308      PMCID: PMC8405486          DOI: 10.1007/s10928-021-09768-7

Source DB:  PubMed          Journal:  J Pharmacokinet Pharmacodyn        ISSN: 1567-567X            Impact factor:   2.745


  67 in total

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Authors:  W Kielbasa; R E Stratford
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3.  Intracellular Drug Bioavailability: Effect of Neutral Lipids and Phospholipids.

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Journal:  Mol Pharm       Date:  2018-05-11       Impact factor: 4.939

4.  Cerebrospinal fluid production is reduced in healthy aging.

Authors:  C May; J A Kaye; J R Atack; M B Schapiro; R P Friedland; S I Rapoport
Journal:  Neurology       Date:  1990-03       Impact factor: 9.910

5.  Identification and quantification of blood-brain barrier transporters in isolated rat brain microvessels.

Authors:  Hajar Al Feteisi; Zubida M Al-Majdoub; Brahim Achour; Narciso Couto; Amin Rostami-Hodjegan; Jill Barber
Journal:  J Neurochem       Date:  2018-08-01       Impact factor: 5.372

6.  The human multidrug resistance protein MRP4 functions as a prostaglandin efflux transporter and is inhibited by nonsteroidal antiinflammatory drugs.

Authors:  Glen Reid; Peter Wielinga; Noam Zelcer; Ingrid van der Heijden; Annemieke Kuil; Marcel de Haas; Jan Wijnholds; Piet Borst
Journal:  Proc Natl Acad Sci U S A       Date:  2003-06-30       Impact factor: 11.205

7.  Unbound brain concentration determines receptor occupancy: a correlation of drug concentration and brain serotonin and dopamine reuptake transporter occupancy for eighteen compounds in rats.

Authors:  Xingrong Liu; Olga Vilenski; Joyce Kwan; Subbu Apparsundaram; Robert Weikert
Journal:  Drug Metab Dispos       Date:  2009-04-23       Impact factor: 3.922

Review 8.  CSF as a surrogate for assessing CNS exposure: an industrial perspective.

Authors:  Jiunn H Lin
Journal:  Curr Drug Metab       Date:  2008-01       Impact factor: 3.731

9.  A Generic Multi-Compartmental CNS Distribution Model Structure for 9 Drugs Allows Prediction of Human Brain Target Site Concentrations.

Authors:  Yumi Yamamoto; Pyry A Välitalo; Dirk-Jan van den Berg; Robin Hartman; Willem van den Brink; Yin Cheong Wong; Dymphy R Huntjens; Johannes H Proost; An Vermeulen; Walter Krauwinkel; Suruchi Bakshi; Vincent Aranzana-Climent; Sandrine Marchand; Claire Dahyot-Fizelier; William Couet; Meindert Danhof; Johan G C van Hasselt; Elizabeth C M de Lange
Journal:  Pharm Res       Date:  2016-11-18       Impact factor: 4.200

10.  Cerebrospinal fluid volumetric net flow rate and direction in idiopathic normal pressure hydrocephalus.

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Journal:  Neuroimage Clin       Date:  2018-09-14       Impact factor: 4.881

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  6 in total

Review 1.  In Vitro to In Vivo Extrapolation Linked to Physiologically Based Pharmacokinetic Models for Assessing the Brain Drug Disposition.

Authors:  Yukiko Murata; Sibylle Neuhoff; Amin Rostami-Hodjegan; Hiroyuki Takita; Zubida M Al-Majdoub; Kayode Ogungbenro
Journal:  AAPS J       Date:  2022-01-13       Impact factor: 4.009

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

Authors:  Irena Loryan; Andreas Reichel; Bo Feng; Christoffer Bundgaard; Christopher Shaffer; Cory Kalvass; Dallas Bednarczyk; Denise Morrison; Dominique Lesuisse; Edmund Hoppe; Georg C Terstappen; Holger Fischer; Li Di; Nicola Colclough; Scott Summerfield; Stephen T Buckley; Tristan S Maurer; Markus Fridén
Journal:  Pharm Res       Date:  2022-04-11       Impact factor: 4.580

3.  The Extension of the LeiCNS-PK3.0 Model in Combination with the "Handshake" Approach to Understand Brain Tumor Pathophysiology.

Authors:  Makoto Hirasawa; Mohammed A A Saleh; Elizabeth C M de Lange
Journal:  Pharm Res       Date:  2022-03-07       Impact factor: 4.580

4.  PBPK-PD modeling for the preclinical development and clinical translation of tau antibodies for Alzheimer's disease.

Authors:  Peter Bloomingdale; Daniela Bumbaca-Yadav; Jonathan Sugam; Steve Grauer; Brad Smith; Svetlana Antonenko; Michael Judo; Glareh Azadi; Ka Lai Yee
Journal:  Front Pharmacol       Date:  2022-09-02       Impact factor: 5.988

Review 5.  Understanding the Blood-Brain Barrier and Beyond: Challenges and Opportunities for Novel CNS Therapeutics.

Authors:  Elizabeth C M de Lange; Margareta Hammarlund Udenaes
Journal:  Clin Pharmacol Ther       Date:  2022-02-27       Impact factor: 6.903

6.  Drug Distribution in Brain and Cerebrospinal Fluids in Relation to IC50 Values in Aging and Alzheimer's Disease, Using the Physiologically Based LeiCNS-PK3.0 Model.

Authors:  Mohammed A A Saleh; Julia S Bloemberg; Jeroen Elassaiss-Schaap; Elizabeth C M de Lange
Journal:  Pharm Res       Date:  2022-05-23       Impact factor: 4.580

  6 in total

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