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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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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 |
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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 |
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