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Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study

Determining factors that contribute to interindividual and intra‐individual variability in pharmacokinetics (PKs) and drug metabolism is essential for the optimal use of drugs in humans. Intestinal microbes are important contributors to variability; however, such gut microbe‐drug interactions and th...

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Autores principales: Jarmusch, Alan K., Vrbanac, Alison, Momper, Jeremiah D., Ma, Joseph D., Alhaja, Maher, Liyanage, Marlon, Knight, Rob, Dorrestein, Pieter C., Tsunoda, Shirley M.
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/PMC7485946/
https://www.ncbi.nlm.nih.gov/pubmed/32216086
http://dx.doi.org/10.1111/cts.12785
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author Jarmusch, Alan K.
Vrbanac, Alison
Momper, Jeremiah D.
Ma, Joseph D.
Alhaja, Maher
Liyanage, Marlon
Knight, Rob
Dorrestein, Pieter C.
Tsunoda, Shirley M.
author_facet Jarmusch, Alan K.
Vrbanac, Alison
Momper, Jeremiah D.
Ma, Joseph D.
Alhaja, Maher
Liyanage, Marlon
Knight, Rob
Dorrestein, Pieter C.
Tsunoda, Shirley M.
author_sort Jarmusch, Alan K.
collection PubMed
description Determining factors that contribute to interindividual and intra‐individual variability in pharmacokinetics (PKs) and drug metabolism is essential for the optimal use of drugs in humans. Intestinal microbes are important contributors to variability; however, such gut microbe‐drug interactions and the clinical significance of these interactions are still being elucidated. Traditional PKs can be complemented by untargeted mass spectrometry coupled with molecular networking to study the intricacies of drug metabolism. To show the utility of molecular networking on metabolism we investigated the impact of a 7‐day course of cefprozil on cytochrome P450 (CYP) activity using a modified Cooperstown cocktail and assessed plasma, urine, and fecal data by targeted and untargeted metabolomics and molecular networking in healthy volunteers. This prospective study revealed that cefprozil decreased the activities of CYP1A2, CYP2C19, and CYP3A, decreased alpha diversity and increased interindividual microbiome variability. We further demonstrate a relationship between the loss of microbiome alpha diversity caused by cefprozil and increased drug and metabolite formation in fecal samples. Untargeted metabolomics/molecular networking revealed several omeprazole metabolites that we hypothesize may be metabolized by both CYP2C19 and bacteria from the gut microbiome. Our observations are consistent with the hypothesis that factors that perturb the gut microbiome, such as antibiotics, alter drug metabolism and ultimately drug efficacy and toxicity but that these effects are most strongly revealed on a per individual basis.
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spelling pubmed-74859462020-09-18 Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study Jarmusch, Alan K. Vrbanac, Alison Momper, Jeremiah D. Ma, Joseph D. Alhaja, Maher Liyanage, Marlon Knight, Rob Dorrestein, Pieter C. Tsunoda, Shirley M. Clin Transl Sci Research Determining factors that contribute to interindividual and intra‐individual variability in pharmacokinetics (PKs) and drug metabolism is essential for the optimal use of drugs in humans. Intestinal microbes are important contributors to variability; however, such gut microbe‐drug interactions and the clinical significance of these interactions are still being elucidated. Traditional PKs can be complemented by untargeted mass spectrometry coupled with molecular networking to study the intricacies of drug metabolism. To show the utility of molecular networking on metabolism we investigated the impact of a 7‐day course of cefprozil on cytochrome P450 (CYP) activity using a modified Cooperstown cocktail and assessed plasma, urine, and fecal data by targeted and untargeted metabolomics and molecular networking in healthy volunteers. This prospective study revealed that cefprozil decreased the activities of CYP1A2, CYP2C19, and CYP3A, decreased alpha diversity and increased interindividual microbiome variability. We further demonstrate a relationship between the loss of microbiome alpha diversity caused by cefprozil and increased drug and metabolite formation in fecal samples. Untargeted metabolomics/molecular networking revealed several omeprazole metabolites that we hypothesize may be metabolized by both CYP2C19 and bacteria from the gut microbiome. Our observations are consistent with the hypothesis that factors that perturb the gut microbiome, such as antibiotics, alter drug metabolism and ultimately drug efficacy and toxicity but that these effects are most strongly revealed on a per individual basis. John Wiley and Sons Inc. 2020-04-13 2020-09 /pmc/articles/PMC7485946/ /pubmed/32216086 http://dx.doi.org/10.1111/cts.12785 Text en © 2020 The Authors. Clinical and Translational Science 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
Jarmusch, Alan K.
Vrbanac, Alison
Momper, Jeremiah D.
Ma, Joseph D.
Alhaja, Maher
Liyanage, Marlon
Knight, Rob
Dorrestein, Pieter C.
Tsunoda, Shirley M.
Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study
title Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study
title_full Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study
title_fullStr Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study
title_full_unstemmed Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study
title_short Enhanced Characterization of Drug Metabolism and the Influence of the Intestinal Microbiome: A Pharmacokinetic, Microbiome, and Untargeted Metabolomics Study
title_sort enhanced characterization of drug metabolism and the influence of the intestinal microbiome: a pharmacokinetic, microbiome, and untargeted metabolomics study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485946/
https://www.ncbi.nlm.nih.gov/pubmed/32216086
http://dx.doi.org/10.1111/cts.12785
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