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Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain
A key challenge in the development of central nervous system drugs is the availability of drug target specific blood‐based biomarkers. As a new approach, we applied cluster‐based pharmacokinetic/pharmacodynamic (PK/PD) analysis in brain extracellular fluid (brain(ECF)) and plasma simultaneously afte...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389346/ https://www.ncbi.nlm.nih.gov/pubmed/30680960 http://dx.doi.org/10.1002/psp4.12370 |
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author | van den Brink, Willem J. Hartman, Robin van den Berg, Dirk‐Jan Flik, Gunnar Gonzalez‐Amoros, Belén Koopman, Nanda Elassais‐Schaap, Jeroen van der Graaf, Piet Hein Hankemeier, Thomas de Lange, Elizabeth C.M. |
author_facet | van den Brink, Willem J. Hartman, Robin van den Berg, Dirk‐Jan Flik, Gunnar Gonzalez‐Amoros, Belén Koopman, Nanda Elassais‐Schaap, Jeroen van der Graaf, Piet Hein Hankemeier, Thomas de Lange, Elizabeth C.M. |
author_sort | van den Brink, Willem J. |
collection | PubMed |
description | A key challenge in the development of central nervous system drugs is the availability of drug target specific blood‐based biomarkers. As a new approach, we applied cluster‐based pharmacokinetic/pharmacodynamic (PK/PD) analysis in brain extracellular fluid (brain(ECF)) and plasma simultaneously after 0, 0.17, and 0.86 mg/kg of the dopamine D(2/3) agonist quinpirole (QP) in rats. We measured 76 biogenic amines in plasma and brain(ECF) after single and 8‐day administration, to be analyzed by cluster‐based PK/PD analysis. Multiple concentration‐effect relations were observed with potencies ranging from 0.001–383 nM. Many biomarker responses seem to distribute over the blood‐brain barrier (BBB). Effects were observed for dopamine and glutamate signaling in brain(ECF), and branched‐chain amino acid metabolism and immune signaling in plasma. Altogether, we showed for the first time how cluster‐based PK/PD could describe a systems‐response across plasma and brain, thereby identifying potential blood‐based biomarkers. This concept is envisioned to provide an important connection between drug discovery and early drug development. |
format | Online Article Text |
id | pubmed-6389346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63893462019-03-07 Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain van den Brink, Willem J. Hartman, Robin van den Berg, Dirk‐Jan Flik, Gunnar Gonzalez‐Amoros, Belén Koopman, Nanda Elassais‐Schaap, Jeroen van der Graaf, Piet Hein Hankemeier, Thomas de Lange, Elizabeth C.M. CPT Pharmacometrics Syst Pharmacol Research A key challenge in the development of central nervous system drugs is the availability of drug target specific blood‐based biomarkers. As a new approach, we applied cluster‐based pharmacokinetic/pharmacodynamic (PK/PD) analysis in brain extracellular fluid (brain(ECF)) and plasma simultaneously after 0, 0.17, and 0.86 mg/kg of the dopamine D(2/3) agonist quinpirole (QP) in rats. We measured 76 biogenic amines in plasma and brain(ECF) after single and 8‐day administration, to be analyzed by cluster‐based PK/PD analysis. Multiple concentration‐effect relations were observed with potencies ranging from 0.001–383 nM. Many biomarker responses seem to distribute over the blood‐brain barrier (BBB). Effects were observed for dopamine and glutamate signaling in brain(ECF), and branched‐chain amino acid metabolism and immune signaling in plasma. Altogether, we showed for the first time how cluster‐based PK/PD could describe a systems‐response across plasma and brain, thereby identifying potential blood‐based biomarkers. This concept is envisioned to provide an important connection between drug discovery and early drug development. John Wiley and Sons Inc. 2019-01-24 2019-02 /pmc/articles/PMC6389346/ /pubmed/30680960 http://dx.doi.org/10.1002/psp4.12370 Text en © 2018 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of the American Society for Clinical Pharmacology and Therapeutics. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research van den Brink, Willem J. Hartman, Robin van den Berg, Dirk‐Jan Flik, Gunnar Gonzalez‐Amoros, Belén Koopman, Nanda Elassais‐Schaap, Jeroen van der Graaf, Piet Hein Hankemeier, Thomas de Lange, Elizabeth C.M. Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain |
title | Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain |
title_full | Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain |
title_fullStr | Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain |
title_full_unstemmed | Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain |
title_short | Blood‐Based Biomarkers of Quinpirole Pharmacology: Cluster‐Based PK/PD and Metabolomics to Unravel the Underlying Dynamics in Rat Plasma and Brain |
title_sort | blood‐based biomarkers of quinpirole pharmacology: cluster‐based pk/pd and metabolomics to unravel the underlying dynamics in rat plasma and brain |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389346/ https://www.ncbi.nlm.nih.gov/pubmed/30680960 http://dx.doi.org/10.1002/psp4.12370 |
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