Cargando…

Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases

There are several antibody therapeutics in preclinical and clinical development, industry-wide, for the treatment of central nervous system (CNS) disorders. Due to the limited permeability of antibodies across brain barriers, the quantitative understanding of antibody exposure in the CNS is importan...

Descripción completa

Detalles Bibliográficos
Autores principales: Bloomingdale, Peter, Bakshi, Suruchi, Maass, Christian, van Maanen, Eline, Pichardo-Almarza, Cesar, Yadav, Daniela Bumbaca, van der Graaf, Piet, Mehrotra, Nitin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604880/
https://www.ncbi.nlm.nih.gov/pubmed/34378151
http://dx.doi.org/10.1007/s10928-021-09776-7
_version_ 1784602053257986048
author Bloomingdale, Peter
Bakshi, Suruchi
Maass, Christian
van Maanen, Eline
Pichardo-Almarza, Cesar
Yadav, Daniela Bumbaca
van der Graaf, Piet
Mehrotra, Nitin
author_facet Bloomingdale, Peter
Bakshi, Suruchi
Maass, Christian
van Maanen, Eline
Pichardo-Almarza, Cesar
Yadav, Daniela Bumbaca
van der Graaf, Piet
Mehrotra, Nitin
author_sort Bloomingdale, Peter
collection PubMed
description There are several antibody therapeutics in preclinical and clinical development, industry-wide, for the treatment of central nervous system (CNS) disorders. Due to the limited permeability of antibodies across brain barriers, the quantitative understanding of antibody exposure in the CNS is important for the design of antibody drug characteristics and determining appropriate dosing regimens. We have developed a minimal physiologically-based pharmacokinetic (mPBPK) model of the brain for antibody therapeutics, which was reduced from an existing multi-species platform brain PBPK model. All non-brain compartments were combined into a single tissue compartment and cerebral spinal fluid (CSF) compartments were combined into a single CSF compartment. The mPBPK model contains 16 differential equations, compared to 100 in the original PBPK model, and improved simulation speed approximately 11-fold. Area under the curve ratios for minimal versus full PBPK models were close to 1 across species for both brain and plasma compartments, which indicates the reduced model simulations are similar to those of the original model. The minimal model retained detailed physiological processes of the brain while not significantly affecting model predictability, which supports the law of parsimony in the context of balancing model complexity with added predictive power. The minimal model has a variety of applications for supporting the preclinical development of antibody therapeutics and can be expanded to include target information for evaluating target engagement to inform clinical dose selection. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10928-021-09776-7.
format Online
Article
Text
id pubmed-8604880
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-86048802021-12-03 Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases Bloomingdale, Peter Bakshi, Suruchi Maass, Christian van Maanen, Eline Pichardo-Almarza, Cesar Yadav, Daniela Bumbaca van der Graaf, Piet Mehrotra, Nitin J Pharmacokinet Pharmacodyn Original Paper There are several antibody therapeutics in preclinical and clinical development, industry-wide, for the treatment of central nervous system (CNS) disorders. Due to the limited permeability of antibodies across brain barriers, the quantitative understanding of antibody exposure in the CNS is important for the design of antibody drug characteristics and determining appropriate dosing regimens. We have developed a minimal physiologically-based pharmacokinetic (mPBPK) model of the brain for antibody therapeutics, which was reduced from an existing multi-species platform brain PBPK model. All non-brain compartments were combined into a single tissue compartment and cerebral spinal fluid (CSF) compartments were combined into a single CSF compartment. The mPBPK model contains 16 differential equations, compared to 100 in the original PBPK model, and improved simulation speed approximately 11-fold. Area under the curve ratios for minimal versus full PBPK models were close to 1 across species for both brain and plasma compartments, which indicates the reduced model simulations are similar to those of the original model. The minimal model retained detailed physiological processes of the brain while not significantly affecting model predictability, which supports the law of parsimony in the context of balancing model complexity with added predictive power. The minimal model has a variety of applications for supporting the preclinical development of antibody therapeutics and can be expanded to include target information for evaluating target engagement to inform clinical dose selection. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10928-021-09776-7. Springer US 2021-08-10 2021 /pmc/articles/PMC8604880/ /pubmed/34378151 http://dx.doi.org/10.1007/s10928-021-09776-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Paper
Bloomingdale, Peter
Bakshi, Suruchi
Maass, Christian
van Maanen, Eline
Pichardo-Almarza, Cesar
Yadav, Daniela Bumbaca
van der Graaf, Piet
Mehrotra, Nitin
Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases
title Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases
title_full Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases
title_fullStr Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases
title_full_unstemmed Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases
title_short Minimal brain PBPK model to support the preclinical and clinical development of antibody therapeutics for CNS diseases
title_sort minimal brain pbpk model to support the preclinical and clinical development of antibody therapeutics for cns diseases
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604880/
https://www.ncbi.nlm.nih.gov/pubmed/34378151
http://dx.doi.org/10.1007/s10928-021-09776-7
work_keys_str_mv AT bloomingdalepeter minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases
AT bakshisuruchi minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases
AT maasschristian minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases
AT vanmaaneneline minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases
AT pichardoalmarzacesar minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases
AT yadavdanielabumbaca minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases
AT vandergraafpiet minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases
AT mehrotranitin minimalbrainpbpkmodeltosupportthepreclinicalandclinicaldevelopmentofantibodytherapeuticsforcnsdiseases