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Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities

Precision dosing strategies require accounting for between‐patient variability in pharmacokinetics together with subsequent pharmacodynamic differences. Liquid biopsy is a valuable new approach to diagnose disease prior to the appearance of clinical signs and symptoms, potentially circumventing inva...

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Autores principales: Achour, Brahim, Gosselin, Pauline, Terrier, Jean, Gloor, Yvonne, Al‐Majdoub, Zubida M., Polasek, Thomas M., Daali, Youssef, Rostami‐Hodjegan, Amin, Reny, Jean‐Luc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9313840/
https://www.ncbi.nlm.nih.gov/pubmed/35262906
http://dx.doi.org/10.1002/cpt.2576
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author Achour, Brahim
Gosselin, Pauline
Terrier, Jean
Gloor, Yvonne
Al‐Majdoub, Zubida M.
Polasek, Thomas M.
Daali, Youssef
Rostami‐Hodjegan, Amin
Reny, Jean‐Luc
author_facet Achour, Brahim
Gosselin, Pauline
Terrier, Jean
Gloor, Yvonne
Al‐Majdoub, Zubida M.
Polasek, Thomas M.
Daali, Youssef
Rostami‐Hodjegan, Amin
Reny, Jean‐Luc
author_sort Achour, Brahim
collection PubMed
description Precision dosing strategies require accounting for between‐patient variability in pharmacokinetics together with subsequent pharmacodynamic differences. Liquid biopsy is a valuable new approach to diagnose disease prior to the appearance of clinical signs and symptoms, potentially circumventing invasive tissue biopsies. However, the possibility of quantitative grading of biomarkers, as opposed to simply confirming their presence or absence, is relatively new. In this study, we aimed to verify expression measurements of cytochrome P450 (CYP) enzymes and the transporter P‐glycoprotein (P‐gp) in liquid biopsy against genotype and activity phenotype (assessed by the Geneva cocktail approach) in 30 acutely ill patients with cardiovascular disease in a hospital setting. After accounting for exosomal shedding, expression in liquid biopsy correlated with activity phenotype for CYP1A2, CYP2B6, CYP2C9, CYP3A, and P‐gp (r = 0.44–0.70, P ≤ 0.05). Although genotype offered a degree of stratification, large variability (coefficient of variation (CV)) in activity (up to 157%) and expression in liquid biopsy (up to 117%) was observed within each genotype, indicating a mismatch between genotype and phenotype. Further, exosome screening revealed expression of 497 targets relevant to drug metabolism and disposition (159 enzymes and 336 transporters), as well as 20 molecular drug targets. Although there were no functional data available to correlate against these large‐scale measurements, assessment of disease perturbation from healthy baseline was possible. Verification of liquid biopsy against activity phenotype is important to further individualize modeling approaches that aspire to achieve precision dosing from the start of drug treatment without the need for multiple rounds of dose optimization.
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spelling pubmed-93138402022-07-27 Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities Achour, Brahim Gosselin, Pauline Terrier, Jean Gloor, Yvonne Al‐Majdoub, Zubida M. Polasek, Thomas M. Daali, Youssef Rostami‐Hodjegan, Amin Reny, Jean‐Luc Clin Pharmacol Ther Research Precision dosing strategies require accounting for between‐patient variability in pharmacokinetics together with subsequent pharmacodynamic differences. Liquid biopsy is a valuable new approach to diagnose disease prior to the appearance of clinical signs and symptoms, potentially circumventing invasive tissue biopsies. However, the possibility of quantitative grading of biomarkers, as opposed to simply confirming their presence or absence, is relatively new. In this study, we aimed to verify expression measurements of cytochrome P450 (CYP) enzymes and the transporter P‐glycoprotein (P‐gp) in liquid biopsy against genotype and activity phenotype (assessed by the Geneva cocktail approach) in 30 acutely ill patients with cardiovascular disease in a hospital setting. After accounting for exosomal shedding, expression in liquid biopsy correlated with activity phenotype for CYP1A2, CYP2B6, CYP2C9, CYP3A, and P‐gp (r = 0.44–0.70, P ≤ 0.05). Although genotype offered a degree of stratification, large variability (coefficient of variation (CV)) in activity (up to 157%) and expression in liquid biopsy (up to 117%) was observed within each genotype, indicating a mismatch between genotype and phenotype. Further, exosome screening revealed expression of 497 targets relevant to drug metabolism and disposition (159 enzymes and 336 transporters), as well as 20 molecular drug targets. Although there were no functional data available to correlate against these large‐scale measurements, assessment of disease perturbation from healthy baseline was possible. Verification of liquid biopsy against activity phenotype is important to further individualize modeling approaches that aspire to achieve precision dosing from the start of drug treatment without the need for multiple rounds of dose optimization. John Wiley and Sons Inc. 2022-03-28 2022-06 /pmc/articles/PMC9313840/ /pubmed/35262906 http://dx.doi.org/10.1002/cpt.2576 Text en © 2022 The Authors. Clinical Pharmacology & Therapeutics published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://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
Achour, Brahim
Gosselin, Pauline
Terrier, Jean
Gloor, Yvonne
Al‐Majdoub, Zubida M.
Polasek, Thomas M.
Daali, Youssef
Rostami‐Hodjegan, Amin
Reny, Jean‐Luc
Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities
title Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities
title_full Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities
title_fullStr Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities
title_full_unstemmed Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities
title_short Liquid Biopsy for Patient Characterization in Cardiovascular Disease: Verification against Markers of Cytochrome P450 and P‐Glycoprotein Activities
title_sort liquid biopsy for patient characterization in cardiovascular disease: verification against markers of cytochrome p450 and p‐glycoprotein activities
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9313840/
https://www.ncbi.nlm.nih.gov/pubmed/35262906
http://dx.doi.org/10.1002/cpt.2576
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