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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
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.
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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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