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Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium
BACKGROUND AND PURPOSE: Translation of non‐clinical markers of delayed ventricular repolarization to clinical prolongation of the QT interval corrected for heart rate (QTc) (a biomarker for torsades de pointes proarrhythmia) remains an issue in drug discovery and regulatory evaluations. We retrospec...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5786459/ https://www.ncbi.nlm.nih.gov/pubmed/29181850 http://dx.doi.org/10.1111/bph.14101 |
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author | Park, Eunjung Gintant, Gary A Bi, Daoqin Kozeli, Devi Pettit, Syril D Pierson, Jennifer B Skinner, Matthew Willard, James Wisialowski, Todd Koerner, John Valentin, Jean‐Pierre |
author_facet | Park, Eunjung Gintant, Gary A Bi, Daoqin Kozeli, Devi Pettit, Syril D Pierson, Jennifer B Skinner, Matthew Willard, James Wisialowski, Todd Koerner, John Valentin, Jean‐Pierre |
author_sort | Park, Eunjung |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Translation of non‐clinical markers of delayed ventricular repolarization to clinical prolongation of the QT interval corrected for heart rate (QTc) (a biomarker for torsades de pointes proarrhythmia) remains an issue in drug discovery and regulatory evaluations. We retrospectively analysed 150 drug applications in a US Food and Drug Administration database to determine the utility of established non‐clinical in vitro IKr current human ether‐à‐go‐go‐related gene (hERG), action potential duration (APD) and in vivo (QTc) repolarization assays to detect and predict clinical QTc prolongation. EXPERIMENTAL APPROACH: The predictive performance of three non‐clinical assays was compared with clinical thorough QT study outcomes based on free clinical plasma drug concentrations using sensitivity and specificity, receiver operating characteristic (ROC) curves, positive (PPVs) and negative predictive values (NPVs) and likelihood ratios (LRs). KEY RESULTS: Non‐clinical assays demonstrated robust specificity (high true negative rate) but poor sensitivity (low true positive rate) for clinical QTc prolongation at low‐intermediate (1×–30×) clinical exposure multiples. The QTc assay provided the most robust PPVs and NPVs (ability to predict clinical QTc prolongation). ROC curves (overall test accuracy) and LRs (ability to influence post‐test probabilities) demonstrated overall marginal performance for hERG and QTc assays (best at 30× exposures), while the APD assay demonstrated minimal value. CONCLUSIONS AND IMPLICATIONS: The predictive value of hERG, APD and QTc assays varies, with drug concentrations strongly affecting translational performance. While useful in guiding preclinical candidates without clinical QT prolongation, hERG and QTc repolarization assays provide greater value compared with the APD assay. |
format | Online Article Text |
id | pubmed-5786459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-57864592018-02-07 Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium Park, Eunjung Gintant, Gary A Bi, Daoqin Kozeli, Devi Pettit, Syril D Pierson, Jennifer B Skinner, Matthew Willard, James Wisialowski, Todd Koerner, John Valentin, Jean‐Pierre Br J Pharmacol Research Papers BACKGROUND AND PURPOSE: Translation of non‐clinical markers of delayed ventricular repolarization to clinical prolongation of the QT interval corrected for heart rate (QTc) (a biomarker for torsades de pointes proarrhythmia) remains an issue in drug discovery and regulatory evaluations. We retrospectively analysed 150 drug applications in a US Food and Drug Administration database to determine the utility of established non‐clinical in vitro IKr current human ether‐à‐go‐go‐related gene (hERG), action potential duration (APD) and in vivo (QTc) repolarization assays to detect and predict clinical QTc prolongation. EXPERIMENTAL APPROACH: The predictive performance of three non‐clinical assays was compared with clinical thorough QT study outcomes based on free clinical plasma drug concentrations using sensitivity and specificity, receiver operating characteristic (ROC) curves, positive (PPVs) and negative predictive values (NPVs) and likelihood ratios (LRs). KEY RESULTS: Non‐clinical assays demonstrated robust specificity (high true negative rate) but poor sensitivity (low true positive rate) for clinical QTc prolongation at low‐intermediate (1×–30×) clinical exposure multiples. The QTc assay provided the most robust PPVs and NPVs (ability to predict clinical QTc prolongation). ROC curves (overall test accuracy) and LRs (ability to influence post‐test probabilities) demonstrated overall marginal performance for hERG and QTc assays (best at 30× exposures), while the APD assay demonstrated minimal value. CONCLUSIONS AND IMPLICATIONS: The predictive value of hERG, APD and QTc assays varies, with drug concentrations strongly affecting translational performance. While useful in guiding preclinical candidates without clinical QT prolongation, hERG and QTc repolarization assays provide greater value compared with the APD assay. John Wiley and Sons Inc. 2018-01-15 2018-02 /pmc/articles/PMC5786459/ /pubmed/29181850 http://dx.doi.org/10.1111/bph.14101 Text en © 2017 The Authors. British Journal of Pharmacology published by John Wiley & Sons Ltd on behalf of British Pharmacological Society. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (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 Papers Park, Eunjung Gintant, Gary A Bi, Daoqin Kozeli, Devi Pettit, Syril D Pierson, Jennifer B Skinner, Matthew Willard, James Wisialowski, Todd Koerner, John Valentin, Jean‐Pierre Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium |
title | Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium |
title_full | Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium |
title_fullStr | Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium |
title_full_unstemmed | Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium |
title_short | Can non‐clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium |
title_sort | can non‐clinical repolarization assays predict the results of clinical thorough qt studies? results from a research consortium |
topic | Research Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5786459/ https://www.ncbi.nlm.nih.gov/pubmed/29181850 http://dx.doi.org/10.1111/bph.14101 |
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