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Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters

Variability in individual capacity for hepatic elimination of therapeutic drugs is well recognized and is associated with variable expression and activity of liver enzymes and transporters. Although genotyping offers some degree of stratification, there is often large variability within the same gen...

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Autores principales: Achour, Brahim, Al‐Majdoub, Zubida M., Grybos‐Gajniak, Agnieszka, Lea, Kristi, Kilford, Peter, Zhang, Mian, Knight, David, Barber, Jill, Schageman, Jeoffrey, Rostami‐Hodjegan, Amin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7839483/
https://www.ncbi.nlm.nih.gov/pubmed/33141922
http://dx.doi.org/10.1002/cpt.2102
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author Achour, Brahim
Al‐Majdoub, Zubida M.
Grybos‐Gajniak, Agnieszka
Lea, Kristi
Kilford, Peter
Zhang, Mian
Knight, David
Barber, Jill
Schageman, Jeoffrey
Rostami‐Hodjegan, Amin
author_facet Achour, Brahim
Al‐Majdoub, Zubida M.
Grybos‐Gajniak, Agnieszka
Lea, Kristi
Kilford, Peter
Zhang, Mian
Knight, David
Barber, Jill
Schageman, Jeoffrey
Rostami‐Hodjegan, Amin
author_sort Achour, Brahim
collection PubMed
description Variability in individual capacity for hepatic elimination of therapeutic drugs is well recognized and is associated with variable expression and activity of liver enzymes and transporters. Although genotyping offers some degree of stratification, there is often large variability within the same genotype. Direct measurement of protein expression is impractical due to limited access to tissue biopsies. Hence, determination of variability in hepatic drug metabolism and disposition using liquid biopsy (blood samples) is an attractive proposition during drug development and in clinical practice. This study used a multi‐“omic” strategy to establish a liquid biopsy technology intended to assess hepatic capacity for metabolism and disposition in individual patients. Plasma exosomal analysis (n = 29) revealed expression of 533 pharmacologically relevant genes at the RNA level, with 147 genes showing evidence of expression at the protein level in matching liver tissue. Correction of exosomal RNA expression using a novel shedding factor improved correlation against liver protein expression for 97 liver‐enriched genes. Strong correlation was demonstrated for 12 key drug‐metabolizing enzymes and 4 drug transporters. The developed test allowed reliable patient stratification, and in silico trials demonstrated utility in adjusting drug dose to achieve similar drug exposure between patients with variable hepatic elimination. Accordingly, this approach can be applied in characterization of volunteers prior to enrollment in clinical trials and for patient stratification in clinical practice to achieve more precise individual dosing.
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spelling pubmed-78394832021-02-04 Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters Achour, Brahim Al‐Majdoub, Zubida M. Grybos‐Gajniak, Agnieszka Lea, Kristi Kilford, Peter Zhang, Mian Knight, David Barber, Jill Schageman, Jeoffrey Rostami‐Hodjegan, Amin Clin Pharmacol Ther Research Variability in individual capacity for hepatic elimination of therapeutic drugs is well recognized and is associated with variable expression and activity of liver enzymes and transporters. Although genotyping offers some degree of stratification, there is often large variability within the same genotype. Direct measurement of protein expression is impractical due to limited access to tissue biopsies. Hence, determination of variability in hepatic drug metabolism and disposition using liquid biopsy (blood samples) is an attractive proposition during drug development and in clinical practice. This study used a multi‐“omic” strategy to establish a liquid biopsy technology intended to assess hepatic capacity for metabolism and disposition in individual patients. Plasma exosomal analysis (n = 29) revealed expression of 533 pharmacologically relevant genes at the RNA level, with 147 genes showing evidence of expression at the protein level in matching liver tissue. Correction of exosomal RNA expression using a novel shedding factor improved correlation against liver protein expression for 97 liver‐enriched genes. Strong correlation was demonstrated for 12 key drug‐metabolizing enzymes and 4 drug transporters. The developed test allowed reliable patient stratification, and in silico trials demonstrated utility in adjusting drug dose to achieve similar drug exposure between patients with variable hepatic elimination. Accordingly, this approach can be applied in characterization of volunteers prior to enrollment in clinical trials and for patient stratification in clinical practice to achieve more precise individual dosing. John Wiley and Sons Inc. 2020-11-25 2021-01 /pmc/articles/PMC7839483/ /pubmed/33141922 http://dx.doi.org/10.1002/cpt.2102 Text en © 2020 The Authors. Clinical Pharmacology & Therapeutics published by Wiley Periodicals LLC on behalf of 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
Achour, Brahim
Al‐Majdoub, Zubida M.
Grybos‐Gajniak, Agnieszka
Lea, Kristi
Kilford, Peter
Zhang, Mian
Knight, David
Barber, Jill
Schageman, Jeoffrey
Rostami‐Hodjegan, Amin
Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters
title Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters
title_full Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters
title_fullStr Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters
title_full_unstemmed Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters
title_short Liquid Biopsy Enables Quantification of the Abundance and Interindividual Variability of Hepatic Enzymes and Transporters
title_sort liquid biopsy enables quantification of the abundance and interindividual variability of hepatic enzymes and transporters
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7839483/
https://www.ncbi.nlm.nih.gov/pubmed/33141922
http://dx.doi.org/10.1002/cpt.2102
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