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Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children
The (13)C‐pantoprazole breath test (PAN‐BT) is a safe, noninvasive, in vivo CYP2C19 phenotyping probe for adults. Our objective was to evaluate PAN‐BT performance in children, with a focus on discriminating individuals who, according to guidelines from the Clinical Pharmacology Implementation Consor...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9099127/ https://www.ncbi.nlm.nih.gov/pubmed/35099109 http://dx.doi.org/10.1111/cts.13232 |
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author | Feldman, Keith Kearns, Gregory L. Pearce, Robin E. Abdel‐Rahman, Susan M. Steven Leeder, James Friesen, Alec Staggs, Vincent S. Gaedigk, Andrea Weigel, Jaylene Shakhnovich, Valentina |
author_facet | Feldman, Keith Kearns, Gregory L. Pearce, Robin E. Abdel‐Rahman, Susan M. Steven Leeder, James Friesen, Alec Staggs, Vincent S. Gaedigk, Andrea Weigel, Jaylene Shakhnovich, Valentina |
author_sort | Feldman, Keith |
collection | PubMed |
description | The (13)C‐pantoprazole breath test (PAN‐BT) is a safe, noninvasive, in vivo CYP2C19 phenotyping probe for adults. Our objective was to evaluate PAN‐BT performance in children, with a focus on discriminating individuals who, according to guidelines from the Clinical Pharmacology Implementation Consortium (CPIC), would benefit from starting dose escalation versus reduction for proton pump inhibitors (PPIs). Children (n = 65, 6–17 years) genotyped for CYP2C19 variants *2, *3, *4, and *17 received a single oral dose of (13)C‐pantoprazole. Plasma concentrations of pantoprazole and its metabolites, and changes in exhaled (13)CO(2) (termed delta‐over‐baseline or DOB), were measured 10 times over 8 h using high performance liquid chromatography with ultraviolet detection and spectrophotometry, respectively. Pharmacokinetic parameters of interest were generated and DOB features derived using feature engineering for the first 180 min postadministration. DOB features, age, sex, and obesity status were used to run bootstrap analysis at each timepoint (T(i)) independently. For each iteration, stratified samples were drawn based on genotype prevalence in the original cohort. A random forest was trained, and predictive performance of PAN‐BT was evaluated. Strong discriminating ability for CYP2C19 intermediate versus normal/rapid metabolizer phenotype was noted at DOB(T30 min) (mean sensitivity: 0.522, specificity: 0.784), with consistent model outperformance over a random or a stratified classifier approach at each timepoint (p < 0.001). With additional refinement and investigation, the test could become a useful and convenient dosing tool in clinic to help identify children who would benefit most from PPI dose escalation versus dose reduction, in accordance with CPIC guidelines. |
format | Online Article Text |
id | pubmed-9099127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90991272022-05-18 Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children Feldman, Keith Kearns, Gregory L. Pearce, Robin E. Abdel‐Rahman, Susan M. Steven Leeder, James Friesen, Alec Staggs, Vincent S. Gaedigk, Andrea Weigel, Jaylene Shakhnovich, Valentina Clin Transl Sci Research The (13)C‐pantoprazole breath test (PAN‐BT) is a safe, noninvasive, in vivo CYP2C19 phenotyping probe for adults. Our objective was to evaluate PAN‐BT performance in children, with a focus on discriminating individuals who, according to guidelines from the Clinical Pharmacology Implementation Consortium (CPIC), would benefit from starting dose escalation versus reduction for proton pump inhibitors (PPIs). Children (n = 65, 6–17 years) genotyped for CYP2C19 variants *2, *3, *4, and *17 received a single oral dose of (13)C‐pantoprazole. Plasma concentrations of pantoprazole and its metabolites, and changes in exhaled (13)CO(2) (termed delta‐over‐baseline or DOB), were measured 10 times over 8 h using high performance liquid chromatography with ultraviolet detection and spectrophotometry, respectively. Pharmacokinetic parameters of interest were generated and DOB features derived using feature engineering for the first 180 min postadministration. DOB features, age, sex, and obesity status were used to run bootstrap analysis at each timepoint (T(i)) independently. For each iteration, stratified samples were drawn based on genotype prevalence in the original cohort. A random forest was trained, and predictive performance of PAN‐BT was evaluated. Strong discriminating ability for CYP2C19 intermediate versus normal/rapid metabolizer phenotype was noted at DOB(T30 min) (mean sensitivity: 0.522, specificity: 0.784), with consistent model outperformance over a random or a stratified classifier approach at each timepoint (p < 0.001). With additional refinement and investigation, the test could become a useful and convenient dosing tool in clinic to help identify children who would benefit most from PPI dose escalation versus dose reduction, in accordance with CPIC guidelines. John Wiley and Sons Inc. 2022-02-14 2022-05 /pmc/articles/PMC9099127/ /pubmed/35099109 http://dx.doi.org/10.1111/cts.13232 Text en © 2022 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Feldman, Keith Kearns, Gregory L. Pearce, Robin E. Abdel‐Rahman, Susan M. Steven Leeder, James Friesen, Alec Staggs, Vincent S. Gaedigk, Andrea Weigel, Jaylene Shakhnovich, Valentina Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children |
title | Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children |
title_full | Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children |
title_fullStr | Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children |
title_full_unstemmed | Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children |
title_short | Utility of the (13)C‐pantoprazole breath test as a CYP2C19 phenotyping probe for children |
title_sort | utility of the (13)c‐pantoprazole breath test as a cyp2c19 phenotyping probe for children |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9099127/ https://www.ncbi.nlm.nih.gov/pubmed/35099109 http://dx.doi.org/10.1111/cts.13232 |
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