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Lu HR, Damiano BP, Kreir M, Rohrbacher J, van der Linde H, Saidov T, Teisman A, Gallacher DJ. The Potential Mechanisms behind Loperamide-Induced Cardiac Arrhythmias Associated with Human Abuse and Extreme Overdose. Biomolecules 2023; 13:1355. [PMID: 37759755 PMCID: PMC10527387 DOI: 10.3390/biom13091355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 09/01/2023] [Accepted: 09/03/2023] [Indexed: 09/29/2023] Open
Abstract
Loperamide has been a safe and effective treatment for diarrhea for many years. However, many cases of cardiotoxicity with intentional abuse of loperamide ingestion have recently been reported. We evaluated loperamide in in vitro and in vivo cardiac safety models to understand the mechanisms for this cardiotoxicity. Loperamide slowed conduction (QRS-duration) starting at 0.3 µM [~1200-fold (×) its human Free Therapeutic Plasma Concentration; FTPC] and reduced the QT-interval and caused cardiac arrhythmias starting at 3 µM (~12,000× FTPC) in an isolated rabbit ventricular-wedge model. Loperamide also slowed conduction and elicited Type II/III A-V block in anesthetized guinea pigs at overdose exposures of 879× and 3802× FTPC. In ion-channel studies, loperamide inhibited hERG (IKr), INa, and ICa currents with IC50 values of 0.390 µM, 0.526 µM, and 4.091 µM, respectively (i.e., >1560× FTPC). Additionally, in silico trials in human ventricular action potential models based on these IC50s confirmed that loperamide has large safety margins at therapeutic exposures (≤600× FTPC) and confirmed repolarization abnormalities in the case of extreme doses of loperamide. The studies confirmed the large safety margin for the therapeutic use of loperamide but revealed that at the extreme exposure levels observed in human overdose, loperamide can cause a combination of conduction slowing and alterations in repolarization time, resulting in cardiac proarrhythmia. Loperamide's inhibition of the INa channel and hERG-mediated IKr are the most likely basis for this cardiac electrophysiological toxicity at overdose exposures. The cardiac toxic effects of loperamide at the overdoses could be aggravated by co-medication with other drug(s) causing ion channel inhibition.
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Affiliation(s)
- Hua Rong Lu
- Global Safety Pharmacology, Janssen Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium; (B.P.D.); (J.R.); (H.v.d.L.); (T.S.); (A.T.); (D.J.G.)
| | | | - Mohamed Kreir
- Global Safety Pharmacology, Janssen Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium; (B.P.D.); (J.R.); (H.v.d.L.); (T.S.); (A.T.); (D.J.G.)
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2
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Engwall MJ, Baublits J, Chandra FA, Jones ZW, Wahlstrom J, Chui RW, Vargas HM. Evaluation of levocetirizine in beagle dog and cynomolgus monkey telemetry assays: Defining the no QTc effect profile by timepoint and concentration-QTc analysis. Clin Transl Sci 2023; 16:436-446. [PMID: 36369797 PMCID: PMC10014691 DOI: 10.1111/cts.13454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/19/2022] [Accepted: 10/31/2022] [Indexed: 11/13/2022] Open
Abstract
In prior clinical studies, levocetirizine (LEVO) has demonstrated no effect on ventricular repolarization (QTc intervals), therefore it is a relevant negative control to assess in nonclinical assays to define low proarrhythmic risk. LEVO was tested in beagle dog and cynomolgus monkey (nonhuman primate [NHP]) telemetry models to understand the nonclinical-clinical translation of this negative control. One oral dose of vehicle, LEVO (10 mg/kg/species) or moxifloxacin (MOXI; 30 mg/kg/dog; 80 mg/kg/NHP) was administered to instrumented animals (N = 8/species) using a cross-over dosing design; MOXI was the in-study positive control. Corrected QT interval values (QTcI) were calculated using an individual animal correction factor. Blood samples were taken for drug exposure during telemetry and for pharmacokinetic (PK) analysis (same animals; different day) for exposure-response (C-QTc) modeling. Statistical analysis of QTc-by-timepoint data showed that LEVO treatment was consistent with vehicle, thus no effect on ventricular repolarization was observed over 24 h in both species. PK analysis indicated that LEVO-maximum concentration levels in dogs (range: 12,300-20,100 ng/ml) and NHPs (range: 4090-12,700 ng/ml) were ≥4-fold higher than supratherapeutic drug levels in clinical QTc studies. Slope analysis values in dogs (0.00019 ms/ng/ml) and NHPs (0.00016 ms/ng/ml) were similar to the human C-QTc relationship and indicated no relationship between QTc intervals and plasma levels of LEVO. MOXI treatment caused QTc interval prolongation (dog: 18 ms; NHP: 29 ms). The characterization of LEVO in these non-rodent telemetry studies further demonstrates the value and impact of the in vivo QTc assay to define a "no QTc effect" profile and support clinical safety assessment.
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Affiliation(s)
- Michael J Engwall
- Translational Safety & Bioanalytical Sciences, Amgen Research, Thousand Oaks, California, USA
| | - Joel Baublits
- Translational Safety & Bioanalytical Sciences, Amgen Research, Thousand Oaks, California, USA
| | - Fiona A Chandra
- Amgen Clinical Pharmacology Modeling & Simulation, Thousand Oaks, California, USA
| | - Zack W Jones
- Amgen Clinical Pharmacology Modeling & Simulation, Thousand Oaks, California, USA
| | - Jan Wahlstrom
- Pharmacokinetics, Amgen Research, Thousand Oaks, California, USA
| | - Ray W Chui
- Translational Safety & Bioanalytical Sciences, Amgen Research, Thousand Oaks, California, USA
| | - Hugo M Vargas
- Translational Safety & Bioanalytical Sciences, Amgen Research, Thousand Oaks, California, USA
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Valentin JP, Hoffmann P, Ortemann-Renon C, Koerner J, Pierson J, Gintant G, Willard J, Garnett C, Skinner M, Vargas HM, Wisialowski T, Pugsley MK. The Challenges of Predicting Drug-Induced QTc Prolongation in Humans. Toxicol Sci 2022; 187:3-24. [PMID: 35148401 PMCID: PMC9041548 DOI: 10.1093/toxsci/kfac013] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The content of this article derives from a Health and Environmental Sciences Institute (HESI) consortium with a focus to improve cardiac safety during drug development. A detailed literature review was conducted to evaluate the concordance between nonclinical repolarization assays and the clinical thorough QT (TQT) study. Food and Drug Administration and HESI developed a joint database of nonclinical and clinical data, and a retrospective analysis of 150 anonymized drug candidates was reviewed to compare the performance of 3 standard nonclinical assays with clinical TQT study findings as well as investigate mechanism(s) potentially responsible for apparent discrepancies identified. The nonclinical assays were functional (IKr) current block (Human ether-a-go-go related gene), action potential duration, and corrected QT interval in animals (in vivo corrected QT). Although these nonclinical assays demonstrated good specificity for predicting negative clinical QT prolongation, they had relatively poor sensitivity for predicting positive clinical QT prolongation. After review, 28 discordant TQT-positive drugs were identified. This article provides an overview of direct and indirect mechanisms responsible for QT prolongation and theoretical reasons for lack of concordance between clinical TQT studies and nonclinical assays. We examine 6 specific and discordant TQT-positive drugs as case examples. These were derived from the unique HESI/Food and Drug Administration database. We would like to emphasize some reasons for discordant data including, insufficient or inadequate nonclinical data, effects of the drug on other cardiac ion channels, and indirect and/or nonelectrophysiological effects of drugs, including altered heart rate. We also outline best practices that were developed based upon our evaluation.
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Affiliation(s)
- Jean-Pierre Valentin
- Department of Investigative Toxicology, UCB Biopharma SRL, Braine-l’Alleud B-1420, Belgium
| | | | | | - John Koerner
- Center for Drug Evaluation and Research, FDA, Silver Spring, Maryland 20993, USA
| | - Jennifer Pierson
- Health and Environmental Sciences Institute, Washington, District of Columbia 20005, USA
| | | | - James Willard
- Center for Drug Evaluation and Research, FDA, Silver Spring, Maryland 20993, USA
| | - Christine Garnett
- Center for Drug Evaluation and Research, FDA, Silver Spring, Maryland 20993, USA
| | | | - Hugo M Vargas
- Department of Safety Pharmacology & Animal Research Center, Amgen, Thousand Oaks, California 91320, USA
| | - Todd Wisialowski
- Department of Safety Pharmacology, Pfizer, Groton, Connecticut 06340, USA
| | - Michael K Pugsley
- Department of Toxicology, Cytokinetics, South San Francisco, California 94080, USA
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4
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Hong M, Wei L, Duan H, Chen T, Shi L, You Y, Chen Y, Li H, Ma J. Biological variations in hemodynamics and electrocardiogram rhythms among telemetered cynomolgus monkeys. J Pharmacol Toxicol Methods 2021; 112:107108. [PMID: 34363962 DOI: 10.1016/j.vascn.2021.107108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 07/30/2021] [Accepted: 08/01/2021] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Telemetered cynomolgus monkeys are widely used in cardiovascular toxicology research. However, the biological variations in their hemodynamics and electrocardiogram rhythms have not been fully elucidated. METHOD To determine the potential effects of sex, handling stress, and circadian rhythm on the hemodynamics and electrocardiogram rhythms, data from 23 cynomolgus monkeys, implanted with DSI telemetry devices were examined. RESULTS Our data showed that males had a longer RR interval (RRi), slower heart rate (HR), shorter QT and corrected QT intervals (QTc), and lower blood pressure than females. During the night time, the animals showed a longer RRi, PRi, QTi, and QTc; slower HR, and lower blood pressure. Handling stress at 0.25- to 1-h post-treatment caused a decrease in RRi and increase in HR and QTi. For RRi, HR, and systolic, diastolic, and mean blood pressure, the coefficients of variation (CVs) between studies of individual animals were less than 30%; for other parameters, the CVs were less than 20%. DISCUSSION We demonstrated that sex, circadian rhythms, and handling stress all contributed towards variations in telemetry data, albeit to different extents. For each individual animal, the biological variation across different studies was relatively small and acceptable.
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Affiliation(s)
- Min Hong
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Liping Wei
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Huailong Duan
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Tao Chen
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Lei Shi
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Yanfei You
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Yan Chen
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Hua Li
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
| | - Jing Ma
- Shanghai Innostar Bio-tech Co. Ltd., 199 Guoshoujing Road, Shanghai 201203, China.
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Chui RW, Baublits J, Chandra FA, Jones ZW, Engwall MJ, Vargas HM. Evaluation of moxifloxacin in canine and non-human primate telemetry assays: Comparison of QTc interval prolongation by timepoint and concentration-QTc analysis. Clin Transl Sci 2021; 14:2379-2390. [PMID: 34173339 PMCID: PMC8604216 DOI: 10.1111/cts.13103] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 05/20/2021] [Accepted: 05/31/2021] [Indexed: 11/26/2022] Open
Abstract
The in vivo correct QT (QTc) assay is used by the pharmaceutical industry to characterize the potential for delayed ventricular repolarization and is a core safety assay mentioned in International Conference on Harmonization (ICH) S7B guideline. The typical telemetry study involves a dose‐response analysis of QTc intervals over time using a crossover (CO) design. This method has proven utility but does not include direct integration of pharmacokinetic (PK) data. An alternative approach has been validated and is used routinely in the clinical setting that pairs pharmacodynamic (PD) responses with PK exposure (e.g., concentration‐QTc (C‐QTc) analysis. The goal of our paper was to compare the QTc sensitivity of two experimental approaches in the conscious dog and non‐human primate (NHP) QTc assays. For timepoint analysis, a conventional design using eight animals (8 × 4 CO) to detect moxifloxacin‐induced QTc prolongation was compared to a PK/PD design in a subset (N = 4) of the same animals. The findings demonstrate that both approaches are equally sensitive in detecting threshold QTc prolongation on the order of 10 ms. Both QTc models demonstrated linearity in the QTc prolongation response to moxifloxacin dose escalation (6 to 46 ms). Further, comparison with human QTc findings with moxifloxacin showed agreement and consistent translation across the three species: C‐QTc slope values were 0.7‐ (dog) and 1.2‐ (NHP) fold of the composite human value. In conclusion, our data show that dog and NHP QTc telemetry with an integrated PK arm (C‐QTc) has the potential to supplement clinical evaluation and improve integrated QTc risk assessment.
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Affiliation(s)
- Ray W Chui
- Amgen Research, Thousand Oaks, California, USA
| | | | - Fiona A Chandra
- Amgen Translational Medicine, Thousand Oaks, California, USA
| | - Zack W Jones
- Amgen Translational Medicine, Thousand Oaks, California, USA
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Strauss DG, Wu WW, Li Z, Koerner J, Garnett C. Translational Models and Tools to Reduce Clinical Trials and Improve Regulatory Decision Making for QTc and Proarrhythmia Risk (ICH E14/S7B Updates). Clin Pharmacol Ther 2021; 109:319-333. [PMID: 33332579 PMCID: PMC7898549 DOI: 10.1002/cpt.2137] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 12/14/2020] [Indexed: 01/06/2023]
Abstract
After multiple drugs were removed from the market secondary to drug-induced torsade de pointes (TdP) risk, the International Council for Harmonisation (ICH) released guidelines in 2005 that focused on the nonclinical (S7B) and clinical (E14) assessment of surrogate biomarkers for TdP. Recently, Vargas et al. published a pharmaceutical-industry perspective making the case that "double-negative" nonclinical data (negative in vitro hERG and in vivo heart-rate corrected QT (QTc) assays) are associated with such low probability of clinical QTc prolongation and TdP that potentially all double-negative drugs would not need detailed clinical QTc evaluation. Subsequently, the ICH released a new E14/S7B Draft Guideline containing Questions and Answers (Q&As) that defined ways that double-negative nonclinical data could be used to reduce the number of "Thorough QT" (TQT) studies and reach a low-risk determination when a TQT or equivalent could not be performed. We review the Vargas et al. proposal in the context of what was contained in the ICH E14/S7B Draft Guideline and what was proposed by the ICH E14/S7B working group for a "stage 2" of updates (potential expanded roles for nonclinical data and details for assessing TdP risk of QTc-prolonging drugs). Although we do not agree with the exact probability statistics in the Vargas et al. paper because of limitations in the underlying datasets, we show how more modest predictive value of individual assays could still result in low probability for TdP with double-negative findings. Furthermore, we expect that the predictive value of the nonclinical assays will improve with implementation of the new ICH E14/S7B Draft Guideline.
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Affiliation(s)
- David G. Strauss
- Division of Applied Regulatory ScienceOffice of Clinical PharmacologyOffice of Translational SciencesCenter for Drug Evaluation and ResearchUS Food and Drug AdministrationSilver SpringMarylandUSA
| | - Wendy W. Wu
- Division of Applied Regulatory ScienceOffice of Clinical PharmacologyOffice of Translational SciencesCenter for Drug Evaluation and ResearchUS Food and Drug AdministrationSilver SpringMarylandUSA
| | - Zhihua Li
- Division of Applied Regulatory ScienceOffice of Clinical PharmacologyOffice of Translational SciencesCenter for Drug Evaluation and ResearchUS Food and Drug AdministrationSilver SpringMarylandUSA
| | - John Koerner
- Division of Pharm/Tox for Cardiology, Hematology, Endocrinology and NephrologyOffice of Cardiology, Hematology, Endocrinology and NephrologyOffice of New DrugsCenter for Drug Evaluation and ResearchUS Food and Drug AdministrationSilver SpringMarylandUSA
| | - Christine Garnett
- Division of Cardiology and NephrologyOffice of Cardiology, Hematology, Endocrinology and NephrologyOffice of New DrugsCenter for Drug Evaluation and ResearchUS Food and Drug AdministrationSilver SpringMarylandUSA
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Kowalska M, Nowaczyk J, Nowaczyk A. K V11.1, Na V1.5, and Ca V1.2 Transporter Proteins as Antitarget for Drug Cardiotoxicity. Int J Mol Sci 2020; 21:E8099. [PMID: 33143033 PMCID: PMC7663169 DOI: 10.3390/ijms21218099] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 10/24/2020] [Accepted: 10/27/2020] [Indexed: 02/07/2023] Open
Abstract
Safety assessment of pharmaceuticals is a rapidly developing area of pharmacy and medicine. The new advanced guidelines for testing the toxicity of compounds require specialized tools that provide information on the tested drug in a quick and reliable way. Ion channels represent the third-largest target. As mentioned in the literature, ion channels are an indispensable part of the heart's work. In this paper the most important information concerning the guidelines for cardiotoxicity testing and the way the tests are conducted has been collected. Attention has been focused on the role of selected ion channels in this process.
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Affiliation(s)
- Magdalena Kowalska
- Department of Organic Chemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 85-094 Bydgoszcz, Poland;
| | - Jacek Nowaczyk
- Faculty of Chemistry, Nicolaus Copernicus University, 87-100 Toruń, Poland;
| | - Alicja Nowaczyk
- Department of Organic Chemistry, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 85-094 Bydgoszcz, Poland;
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Ovics P, Regev D, Baskin P, Davidor M, Shemer Y, Neeman S, Ben-Haim Y, Binah O. Drug Development and the Use of Induced Pluripotent Stem Cell-Derived Cardiomyocytes for Disease Modeling and Drug Toxicity Screening. Int J Mol Sci 2020; 21:E7320. [PMID: 33023024 PMCID: PMC7582587 DOI: 10.3390/ijms21197320] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 09/23/2020] [Accepted: 09/27/2020] [Indexed: 12/19/2022] Open
Abstract
: Over the years, numerous groups have employed human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) as a superb human-compatible model for investigating the function and dysfunction of cardiomyocytes, drug screening and toxicity, disease modeling and for the development of novel drugs for heart diseases. In this review, we discuss the broad use of iPSC-CMs for drug development and disease modeling, in two related themes. In the first theme-drug development, adverse drug reactions, mechanisms of cardiotoxicity and the need for efficient drug screening protocols-we discuss the critical need to screen old and new drugs, the process of drug development, marketing and Adverse Drug reactions (ADRs), drug-induced cardiotoxicity, safety screening during drug development, drug development and patient-specific effect and different mechanisms of ADRs. In the second theme-using iPSC-CMs for disease modeling and developing novel drugs for heart diseases-we discuss the rationale for using iPSC-CMs and modeling acquired and inherited heart diseases with iPSC-CMs.
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Affiliation(s)
- Paz Ovics
- Department of Physiology, Biophysics and Systems Biology, The Rappaport Institute, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa 31096, Israel; (P.O.); (D.R.); (P.B.); (M.D.); (Y.S.); (S.N.)
| | - Danielle Regev
- Department of Physiology, Biophysics and Systems Biology, The Rappaport Institute, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa 31096, Israel; (P.O.); (D.R.); (P.B.); (M.D.); (Y.S.); (S.N.)
| | - Polina Baskin
- Department of Physiology, Biophysics and Systems Biology, The Rappaport Institute, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa 31096, Israel; (P.O.); (D.R.); (P.B.); (M.D.); (Y.S.); (S.N.)
| | - Mor Davidor
- Department of Physiology, Biophysics and Systems Biology, The Rappaport Institute, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa 31096, Israel; (P.O.); (D.R.); (P.B.); (M.D.); (Y.S.); (S.N.)
| | - Yuval Shemer
- Department of Physiology, Biophysics and Systems Biology, The Rappaport Institute, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa 31096, Israel; (P.O.); (D.R.); (P.B.); (M.D.); (Y.S.); (S.N.)
| | - Shunit Neeman
- Department of Physiology, Biophysics and Systems Biology, The Rappaport Institute, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa 31096, Israel; (P.O.); (D.R.); (P.B.); (M.D.); (Y.S.); (S.N.)
| | - Yael Ben-Haim
- Institute of Molecular and Clinical Sciences, St. George’s University of London, London SW17 0RE, UK;
- Cardiology Clinical Academic Group, St. George’s University Hospitals NHS Foundation Trust, London SW17 0QT, UK
| | - Ofer Binah
- Department of Physiology, Biophysics and Systems Biology, The Rappaport Institute, Ruth & Bruce Rappaport Faculty of Medicine, Technion, Haifa 31096, Israel; (P.O.); (D.R.); (P.B.); (M.D.); (Y.S.); (S.N.)
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Vargas HM, Rolf MG, Wisialowski TA, Achanzar W, Bahinski A, Bass A, Benson CT, Chaudhary KW, Couvreur N, Dota C, Engwall MJ, Michael Foley C, Gallacher D, Greiter-Wilke A, Guillon JM, Guth B, Himmel HM, Hegele-Hartung C, Ito M, Jenkinson S, Chiba K, Lagrutta A, Levesque P, Martel E, Okai Y, Peri R, Pointon A, Qu Y, Teisman A, Traebert M, Yoshinaga T, Gintant GA, Leishman DJ, Valentin JP. Time for a Fully Integrated Nonclinical-Clinical Risk Assessment to Streamline QT Prolongation Liability Determinations: A Pharma Industry Perspective. Clin Pharmacol Ther 2020; 109:310-318. [PMID: 32866317 PMCID: PMC7891594 DOI: 10.1002/cpt.2029] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 08/13/2020] [Indexed: 02/03/2023]
Abstract
Defining an appropriate and efficient assessment of drug‐induced corrected QT interval (QTc) prolongation (a surrogate marker of torsades de pointes arrhythmia) remains a concern of drug developers and regulators worldwide. In use for over 15 years, the nonclinical International Council for Harmonization of Technical Requirements for Pharmaceuticals for Human Use (ICH) S7B and clinical ICH E14 guidances describe three core assays (S7B: in vitro hERG current & in vivo QTc studies; E14: thorough QT study) that are used to assess the potential of drugs to cause delayed ventricular repolarization. Incorporating these assays during nonclinical or human testing of novel compounds has led to a low prevalence of QTc‐prolonging drugs in clinical trials and no new drugs having been removed from the marketplace due to unexpected QTc prolongation. Despite this success, nonclinical evaluations of delayed repolarization still minimally influence ICH E14‐based strategies for assessing clinical QTc prolongation and defining proarrhythmic risk. In particular, the value of ICH S7B‐based “double‐negative” nonclinical findings (low risk for hERG block and in vivo QTc prolongation at relevant clinical exposures) is underappreciated. These nonclinical data have additional value in assessing the risk of clinical QTc prolongation when clinical evaluations are limited by heart rate changes, low drug exposures, or high‐dose safety considerations. The time has come to meaningfully merge nonclinical and clinical data to enable a more comprehensive, but flexible, clinical risk assessment strategy for QTc monitoring discussed in updated ICH E14 Questions and Answers. Implementing a fully integrated nonclinical/clinical risk assessment for compounds with double‐negative nonclinical findings in the context of a low prevalence of clinical QTc prolongation would relieve the burden of unnecessary clinical QTc studies and streamline drug development.
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Affiliation(s)
- Hugo M Vargas
- Translational Safety & Bioanalytical Sciences, Amgen Research, Thousand Oaks, California, USA
| | - Michael G Rolf
- Research & Development, Clinical Pharmacology & Safety Sciences, AstraZeneca, Gothenburg, Sweden
| | - Todd A Wisialowski
- Global Safety Pharmacology, Pfizer Global Research and Development, Groton, Connecticut, USA
| | | | | | - Alan Bass
- Merck & Co., Inc., Boston, Massachusetts, USA
| | | | | | - Nicolas Couvreur
- Safety Pharmacology, Institute de Recherches Servier, Suresnes, France
| | - Corina Dota
- Research & Development, Chief Medical Officer Organization, AstraZeneca, Gothenburg, Sweden
| | - Michael J Engwall
- Translational Safety & Bioanalytical Sciences, Amgen Research, Thousand Oaks, California, USA
| | - C Michael Foley
- Integrative Pharmacology, Abbvie, Inc, North Chicago, Illinois, USA
| | - David Gallacher
- Global Safety Pharmacology, Janssen Research & Development, Beerse, Belgium
| | | | | | - Brian Guth
- Department of Drug Discovery Sciences, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | | | | | - Maki Ito
- Japan Pharmaceutical Manufacturers Association, Tokyo, Japan
| | - Stephen Jenkinson
- Global Safety Pharmacology, Pfizer Global Research and Development, San Diego, California, USA
| | - Katsuyoshi Chiba
- Medicinal Safety Research Laboratories, Daiichi Sankyo Co., Ltd., Tokyo, Japan
| | | | - Paul Levesque
- BMS Bristol-Myers Squibb Company, Princeton, New Jersey, USA
| | - Eric Martel
- Department of Drug Discovery Sciences, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Yoshiko Okai
- Takeda Pharmaceutical Company Ltd., Fujisawa, Kanagawa, Japan
| | - Ravikumar Peri
- Takeda Pharmaceutical Company Ltd., Cambridge, Massachusetts, USA
| | - Amy Pointon
- Research & Development, Clinical Pharmacology & Safety Sciences, AstraZeneca, Cambridge, UK
| | - Yusheng Qu
- Translational Safety & Bioanalytical Sciences, Amgen Research, Thousand Oaks, California, USA
| | - Ard Teisman
- Global Safety Pharmacology, Janssen Research & Development, Beerse, Belgium
| | - Martin Traebert
- Safety Pharmacology, Novartis Institute of Biomedical Research, Basel, Switzerland
| | | | - Gary A Gintant
- Integrative Pharmacology, Abbvie, Inc, North Chicago, Illinois, USA
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10
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A Bayesian approach to toxicological testing. J Pharmacol Toxicol Methods 2020; 105:106898. [DOI: 10.1016/j.vascn.2020.106898] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 06/03/2020] [Accepted: 07/04/2020] [Indexed: 11/22/2022]
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Kramer J, Himmel HM, Lindqvist A, Stoelzle-Feix S, Chaudhary KW, Li D, Bohme GA, Bridgland-Taylor M, Hebeisen S, Fan J, Renganathan M, Imredy J, Humphries ESA, Brinkwirth N, Strassmaier T, Ohtsuki A, Danker T, Vanoye C, Polonchuk L, Fermini B, Pierson JB, Gintant G. Cross-site and cross-platform variability of automated patch clamp assessments of drug effects on human cardiac currents in recombinant cells. Sci Rep 2020; 10:5627. [PMID: 32221320 PMCID: PMC7101356 DOI: 10.1038/s41598-020-62344-w] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 03/09/2020] [Indexed: 01/01/2023] Open
Abstract
Automated patch clamp (APC) instruments enable efficient evaluation of electrophysiologic effects of drugs on human cardiac currents in heterologous expression systems. Differences in experimental protocols, instruments, and dissimilar site procedures affect the variability of IC50 values characterizing drug block potency. This impacts the utility of APC platforms for assessing a drug's cardiac safety margin. We determined variability of APC data from multiple sites that measured blocking potency of 12 blinded drugs (with different levels of proarrhythmic risk) against four human cardiac currents (hERG [IKr], hCav1.2 [L-Type ICa], peak hNav1.5, [Peak INa], late hNav1.5 [Late INa]) with recommended protocols (to minimize variance) using five APC platforms across 17 sites. IC50 variability (25/75 percentiles) differed for drugs and currents (e.g., 10.4-fold for dofetilide block of hERG current and 4-fold for mexiletine block of hNav1.5 current). Within-platform variance predominated for 4 of 12 hERG blocking drugs and 4 of 6 hNav1.5 blocking drugs. hERG and hNav1.5 block. Bland-Altman plots depicted varying agreement across APC platforms. A follow-up survey suggested multiple sources of experimental variability that could be further minimized by stricter adherence to standard protocols. Adoption of best practices would ensure less variable APC datasets and improved safety margins and proarrhythmic risk assessments.
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Affiliation(s)
| | | | | | | | | | - Dingzhou Li
- Drug Safety Research & Development, Pfizer, Groton, CT, USA
| | - Georg Andrees Bohme
- Integrated Drug Discovery, High Content Biology Unit, Sanofi R&D, Vitry-Sur-Seine, France
| | | | | | - Jingsong Fan
- Discovery Toxicology, Bristol-Myers Squibb Company, Princeton, NJ, USA
| | | | | | | | | | | | | | - Timm Danker
- Natural and Medical Science Institute at the University of Tübingen, Reutlingen, Germany
| | - Carlos Vanoye
- Northwestern Feinberg School of Medicine, Chicago, IL, USA
| | - Liudmila Polonchuk
- Roche Pharma Research & Early Development, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland
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Bumped Kinase Inhibitors as therapy for apicomplexan parasitic diseases: lessons learned. Int J Parasitol 2020; 50:413-422. [PMID: 32224121 DOI: 10.1016/j.ijpara.2020.01.006] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Revised: 01/13/2020] [Accepted: 01/16/2020] [Indexed: 11/24/2022]
Abstract
Bumped Kinase Inhibitors, targeting Calcium-dependent Protein Kinase 1 in apicomplexan parasites with a glycine gatekeeper, are promising new therapeutics for apicomplexan diseases. Here we will review advances, as well as challenges and lessons learned regarding efficacy, safety, and pharmacology that have shaped our selection of pre-clinical candidates.
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13
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Lu HR, Zeng H, Kettenhofen R, Guo L, Kopljar I, van Ammel K, Tekle F, Teisman A, Zhai J, Clouse H, Pierson J, Furniss M, Lagrutta A, Sannajust F, Gallacher DJ. Assessing Drug-Induced Long QT and Proarrhythmic Risk Using Human Stem-Cell-Derived Cardiomyocytes in a Ca2+ Imaging Assay: Evaluation of 28 CiPA Compounds at Three Test Sites. Toxicol Sci 2019; 170:345-356. [PMID: 31020317 PMCID: PMC6657578 DOI: 10.1093/toxsci/kfz102] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
The goal of this research consortium including Janssen, MSD, Ncardia, FNCR/LBR, and Health and Environmental Sciences Institute (HESI) was to evaluate the utility of an additional in vitro assay technology to detect potential drug-induced long QT and torsade de pointes (TdP) risk by monitoring cytosolic free Ca2+ transients in human stem-cell-derived cardiomyocytes (hSC-CMs). The potential proarrhythmic risks of the 28 comprehensive in vitro proarrhythmia assay (CiPA) drugs linked to low, intermediate, and high clinical TdP risk were evaluated in a blinded manner using Ca2+-sensitive fluorescent dye assay recorded from a kinetic plate reader system (Hamamatsu FDSS/µCell and FDSS7000) in 2D cultures of 2 commercially available hSC-CM lines (Cor.4U and CDI iCell Cardiomyocytes) at 3 different test sites. The Ca2+ transient assay, performed at the 3 sites using the 2 different hSC-CMs lines, correctly detected potential drug-induced QT prolongation among the 28 CiPA drugs and detected cellular arrhythmias-like/early afterdepolarization in 7 of 8 high TdP-risk drugs (87.5%), 6 of 11 intermediate TdP-risk drugs (54.5%), and 0 of 9 low/no TdP-risk drugs (0%). The results were comparable among the 3 sites and from 2 hSC-CM cell lines. The Ca2+ transient assay can serve as a user-friendly and higher throughput alternative to complement the microelectrode array and voltage-sensing optical action potential recording assays used in the HESI-CiPA study for in vitro assessment of drug-induced long QT and TdP risk.
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Affiliation(s)
- Hua Rong Lu
- Janssen Pharmaceutica NV (J&J), 2340 Beerse, Belgium
| | - Haoyu Zeng
- Safety and Exploratory Pharmacology, Merck Sharp & Dohme Corp. (MSD), West Point, Pennsylvania
| | | | - Liang Guo
- Frederick National Laboratory for Cancer Research (FNLCR)/Leidos Biomedical Research (LBR), Inc., Frederick, Maryland 21702
| | - Ivan Kopljar
- Janssen Pharmaceutica NV (J&J), 2340 Beerse, Belgium
| | | | - Fetene Tekle
- Janssen Pharmaceutica NV (J&J), 2340 Beerse, Belgium
| | - Ard Teisman
- Janssen Pharmaceutica NV (J&J), 2340 Beerse, Belgium
| | - Jin Zhai
- Safety and Exploratory Pharmacology, Merck Sharp & Dohme Corp. (MSD), West Point, Pennsylvania
| | - Holly Clouse
- Safety and Exploratory Pharmacology, Merck Sharp & Dohme Corp. (MSD), West Point, Pennsylvania
| | - Jennifer Pierson
- HESI, Cardiac Safety Technical Committee, Washington, District of Columbia 20005
| | - Michael Furniss
- Frederick National Laboratory for Cancer Research (FNLCR)/Leidos Biomedical Research (LBR), Inc., Frederick, Maryland 21702
| | - Armando Lagrutta
- Safety and Exploratory Pharmacology, Merck Sharp & Dohme Corp. (MSD), West Point, Pennsylvania
| | - Frederick Sannajust
- Safety and Exploratory Pharmacology, Merck Sharp & Dohme Corp. (MSD), West Point, Pennsylvania
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Rivera-Burgos D, Babin MC, Staugler JM, Vinci T, Perry MR. An inhalational swine model for the characterization of physiological effects and toxicological profile associated with cyanide poisoning. Inhal Toxicol 2019; 30:509-518. [PMID: 30757927 DOI: 10.1080/08958378.2019.1569181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Cyanides are highly toxic compounds that have been used as weapons of terrorism throughout history. Cyanide (CN) is acutely toxic by all routes of administration; however, inhalation is the main exposure route. To adequately test effective countermeasures against inhalational CN threats, robust and well-characterized animal models are needed. This paper describes the initial development of a hydrogen cyanide (HCN) exposure swine model for documenting the physiological effects and toxicological profile during and after HCN inhalation exposure. Animals were implanted with telemetry transmitters for heart rate (HR), blood pressure, and electrocardiogram monitoring, and vascular access ports for serial blood collections. Nine female swine were exposed to HCN concentrations of 500 ± 6 ppm while breathing parameters were monitored real-time. Inhaled HCN doses ranged from 2.02 to 2.83 mg/kg. Clinical signs included vocalization, agitation, salivation, respiratory distress and apnea. After HCN exposure initiation, systemic arterial pressure fell dramatically with a concomitant increase in HR. Blood samples were collected to determine CN blood levels using LC-MS/MS and blood gas analysis. In summary, the developed HCN inhalation swine model permitted documentation of the physiological effects associated with CN poisoning. This model could be used to evaluate potential CN medical countermeasures in the event of a public health emergency stemming from inhalational CN threats.
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Affiliation(s)
| | | | | | - Thomas Vinci
- a Battelle Memorial Institute , Columbus , OH , USA
| | - Mark R Perry
- a Battelle Memorial Institute , Columbus , OH , USA
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Park E, Gintant GA, Bi D, Kozeli D, Pettit SD, Pierson JB, Skinner M, Willard J, Wisialowski T, Koerner J, Valentin JP. Can non-clinical repolarization assays predict the results of clinical thorough QT studies? Results from a research consortium. Br J Pharmacol 2018; 175:606-617. [PMID: 29181850 PMCID: PMC5786459 DOI: 10.1111/bph.14101] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Revised: 10/12/2017] [Accepted: 11/13/2017] [Indexed: 01/06/2023] Open
Abstract
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.
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Affiliation(s)
- Eunjung Park
- Center for Drug Evaluation and Research, US FDA, Silver Spring, MD, USA
| | - Gary A Gintant
- Department of Integrative Pharmacology, AbbVie, North Chicago, IL, USA
| | - Daoqin Bi
- Center for Drug Evaluation and Research, US FDA, Silver Spring, MD, USA
| | - Devi Kozeli
- Center for Drug Evaluation and Research, US FDA, Silver Spring, MD, USA
| | | | | | - Matthew Skinner
- Drug Safety and Metabolism, AstraZeneca, Macclesfield, Cheshire, UK
| | - James Willard
- Center for Drug Evaluation and Research, US FDA, Silver Spring, MD, USA
| | | | - John Koerner
- Center for Drug Evaluation and Research, US FDA, Silver Spring, MD, USA
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16
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Skinner M, Xing G, Lu J, Ren J, Oldman K. Detecting drug-induced changes in ECG parameters using jacketed telemetry: Effect of different data reduction techniques. J Pharmacol Toxicol Methods 2017; 85:38-48. [PMID: 28065822 DOI: 10.1016/j.vascn.2016.12.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 12/02/2016] [Accepted: 12/30/2016] [Indexed: 12/26/2022]
Abstract
INTRODUCTION Continuous cardiovascular data is routinely collected during preclinical safety assessment of new medicines. This generates large datasets, which must be summarised to analyse and interpret drug effects. We assessed four methods of data reduction of continuous electrocardiogram (ECG) data and examined the impact on the statistical power of the assay. METHODS Continuous ECG data were collected from a validation study in 6 cynomolgus monkeys using jacketed telemetry. Animals received either vehicle or vehicle followed by ascending doses of moxifloxacin each on a different dosing day. Recordings made for 25h on each dosing day were reduced to discrete time-points using: 1-min average snapshots, 15-min average snapshots, large duration averages (0.5-4h) or super-intervals (3.5-9h averages). RESULTS There was no difference in the ability to detect moxifloxacin-induced QTc prolongation between the 1- and 15-min snapshots and the large duration averages data reduction methods (minimum detectable change in QTca of 20, 17 and 18ms, respectively at 80% power). The super-intervals method detected slightly smaller changes in QTc (15ms), but did not detect a statistically significant increase in QTc after the lowest dose of moxifloxacin, in contrast to the other methods. There were fewer statistically significant differences between dosing days in animals given vehicle when the large duration averages and super-interval reduction techniques were used. DISCUSSION There is no marked difference in the power of detection of drug-induced ECG changes in cynomolgus monkeys when using either small duration average or large duration average data reduction techniques. Use of larger duration averages or super-intervals may facilitate data interpretation by reducing the incidence of spurious significant differences that occur by chance between dosing days.
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Affiliation(s)
- Matthew Skinner
- Department of Safety and Metabolism, AstraZeneca R&D, Mereside, Alderley Park, Macclesfield SK10 4TG, United Kingdom.
| | - Guozhen Xing
- Center for Drug Safety Evaluation and Research (CDSER), State Key Laboratory of New Drug Research, Shanghai Institute of Materia Medica (SIMM), Chinese Academy of Sciences, Haike Road 501, Shanghai 201203, China
| | - Jing Lu
- Center for Drug Safety Evaluation and Research (CDSER), State Key Laboratory of New Drug Research, Shanghai Institute of Materia Medica (SIMM), Chinese Academy of Sciences, Haike Road 501, Shanghai 201203, China
| | - Jin Ren
- Center for Drug Safety Evaluation and Research (CDSER), State Key Laboratory of New Drug Research, Shanghai Institute of Materia Medica (SIMM), Chinese Academy of Sciences, Haike Road 501, Shanghai 201203, China
| | - Karen Oldman
- Discovery Sciences - Statistics, AstraZeneca R&D, Mereside, Alderley Park, Macclesfield SK10 4TG, United Kingdom
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Hazell L, Raschi E, Ponti F, Thomas SHL, Salvo F, Ahlberg Helgee E, Boyer S, Sturkenboom M, Shakir S. Evidence for the hERG Liability of Antihistamines, Antipsychotics, and Anti‐Infective Agents: A Systematic Literature Review From the ARITMO Project. J Clin Pharmacol 2016; 57:558-572. [DOI: 10.1002/jcph.838] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 10/08/2016] [Indexed: 01/28/2023]
Affiliation(s)
- Lorna Hazell
- Drug Safety Research Unit Southampton United Kingdom
| | - Emanuel Raschi
- Department of Medical and Surgical SciencesUniversity of Bologna Bologna Italy
| | - Fabrizio Ponti
- Department of Medical and Surgical SciencesUniversity of Bologna Bologna Italy
| | - Simon H. L. Thomas
- Institute of Cellular MedicineFaculty of MedicineNewcastle University Newcastle United Kingdom
| | | | - Ernst Ahlberg Helgee
- Drug Safety and MetabolismAstraZeneca Innovative Medicines and Early Development Mölndal Sweden
| | - Scott Boyer
- Computational Toxicology, Swedish Toxicology Sciences Research Center Södertälje Sweden
| | | | - Saad Shakir
- Drug Safety Research Unit Southampton United Kingdom
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18
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Takasuna K, Asakura K, Araki S, Ando H, Kazusa K, Kitaguchi T, Kunimatsu T, Suzuki S, Miyamoto N. Comprehensive in vitro cardiac safety assessment using human stem cell technology: Overview of CSAHi HEART initiative. J Pharmacol Toxicol Methods 2016; 83:42-54. [PMID: 27646297 DOI: 10.1016/j.vascn.2016.09.004] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 08/23/2016] [Accepted: 09/15/2016] [Indexed: 01/21/2023]
Abstract
Recent increasing evidence suggests that the currently-used platforms in vitro IKr and APD, and/or in vivo QT assays are not fully predictive for TdP, and do not address potential arrhythmia (VT and/or VF) induced by diverse mechanisms of action. In addition, other cardiac safety liabilities such as functional dysfunction of excitation-contraction coupling (contractility) and structural damage (morphological damage to cardiomyocytes) are also major causes of drug attrition, but current in vitro assays do not cover all these liabilities. We organized the Consortium for Safety Assessment using Human iPS cells (CSAHi; http://csahi.org/en/), based on the Japan Pharmaceutical Manufacturers Association (JPMA), to verify the application of human iPS/ES cell-derived cardiomyocytes in drug safety evaluation. The main goal of the CSAHi HEART team has been to propose comprehensive screening strategies to predict a diverse range of cardiotoxicities by using recently introduced platforms (multi-electrode array (MEA), patch clamp, cellular impedance, motion field imaging [MFI], and Ca transient systems) while identifying the strengths and weaknesses of each. Our study shows that hiPS-CMs used in these platforms have pharmacological responses more relevant to humans in comparison with existent hERG, APD or Langendorff (MAPD/contraction) assays, and not only MEA but also other methods such as impedance, MFI, and Ca transient systems would offer paradigm changes of platforms for predicting drug-induced QT risk and/or arrhythmia or contractile dysfunctions. Furthermore, we propose a potential multi-parametric platform in which field potential (MEA)-Ca transient-contraction (MFI) could be evaluated simultaneously as an ideal novel platform for predicting a diversity of cardiac toxicities, namely whole effects on the excitation-contraction cascade.
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Affiliation(s)
- Kiyoshi Takasuna
- Medicinal Safety Research Laboratories, Daiichi Sankyo Co., Ltd., Tokyo, Japan; Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan.
| | - Keiichi Asakura
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Discovery Research Labs., Nippon Shinyaku Co., Ltd., Kyoto, Japan
| | - Seiichi Araki
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Safety Research Department, ASKA Pharmaceutical Co., Ltd., Kanagawa, Japan
| | - Hiroyuki Ando
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Safety Research Laboratories, Ono Pharmaceutical Co., Ltd., Fukui, Japan
| | - Katsuyuki Kazusa
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Drug Safety Research Laboratories, Astellas Pharma Inc., Osaka, Japan
| | - Takashi Kitaguchi
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Discovery Research, Mochida Pharmaceutical Co., Ltd., Shizuoka, Japan
| | - Takeshi Kunimatsu
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Preclinical Research Laboratories, Sumitomo Dainippon Pharma Co., Ltd., Osaka, Japan
| | - Shinobu Suzuki
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Pharmacokinetics and Non-Clinical Safety Dept., Nippon Boehringer Ingelheim Co., Ltd., Hyogo, Japan
| | - Norimasa Miyamoto
- Japan Pharmaceutical Manufacturers Association Drug Evaluation Committee, Non-Clinical Evaluation Expert Committee, TF2, Japan; Consortium for Safety Assessment using Human iPS Cells (CSAHi): HEART team, Japan; Biopharmaceutical Assessments Core Function Unit Medicine Development Center Eisai Co., Ltd., Eisai Co., Ltd., Ibaraki, Japan
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Dempsey GT, Chaudhary KW, Atwater N, Nguyen C, Brown BS, McNeish JD, Cohen AE, Kralj JM. Cardiotoxicity screening with simultaneous optogenetic pacing, voltage imaging and calcium imaging. J Pharmacol Toxicol Methods 2016; 81:240-50. [DOI: 10.1016/j.vascn.2016.05.003] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Revised: 05/02/2016] [Accepted: 05/09/2016] [Indexed: 12/23/2022]
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Kang J, Luo Y, Searles M, Rampe D. Observations on conducting whole-cell patch clamping of the hERG cardiac K + channel in pure human serum. J Appl Toxicol 2016; 37:445-453. [PMID: 27553911 DOI: 10.1002/jat.3377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 07/06/2016] [Accepted: 07/22/2016] [Indexed: 01/01/2023]
Abstract
Inhibition of the human ether-a-go-go-related gene (hERG) K+ channel by drugs leads to QT prolongation on the electrocardiogram and can result in serious cardiac arrhythmia. For this reason, screening of drugs on hERG is mandatory during the drug development process. Patch clamp electrophysiology in a defined physiological saline solution (PSS) represents the standard method for assaying drug effects on the channel. To make the assay more translatable to clinical studies, we have conducted whole-cell patch clamping of hERG using pure human serum as the extracellular medium. Pure human serum had little effect on the hERG channel waveform or the current-voltage relationship when compared to PSS. hERG current recordings were highly stable in serum at room temperature, but prolonged recordings at the physiological temperature required prior heat inactivation of the serum. Compared to PSS, the IC50 values, conducted at room temperature, of the classic hERG blocking drugs cisapride, moxifloxacin, and terfenadine were shifted to the right by an extent predicted by their known plasma protein binding, but we did not detect any differences in IC50 s between male and female serum. Total plasma levels of these drugs associated with clinical QT prolongation corresponded to small (<15%) inhibition of hERG current in pure serum suggesting that minor inhibition of the channel leads to observable pharmacodynamic effects. Conducting whole-cell patch clamping of hERG in human serum has the potential to make the assay more translatable to clinical studies and improve its predictive value for safety testing. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Jiesheng Kang
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Waltham, Massachusetts, USA
| | - Yongyi Luo
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Waltham, Massachusetts, USA
| | - Michelle Searles
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Framingham, Massachusetts, USA
| | - David Rampe
- Departments of Disposition, Safety, and Animal Research Sanofi, Inc., Bridgewater, New Jersey, USA
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Darpo B, Bjornsson TD, Brathwaite WA, Crincoli CM, Eapen AK, Fisher GL, Kowey PR, Miller MP, Nikiforov AI, Rihner MO, Zhou M. Detection of ECG effects of (2R,4R)-monatin, a sweet flavored isomer of a component first identified in the root bark of the Sclerochitin ilicifolius plant. Food Chem Toxicol 2016; 91:217-24. [PMID: 26747976 DOI: 10.1016/j.fct.2015.12.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Revised: 12/04/2015] [Accepted: 12/23/2015] [Indexed: 11/15/2022]
Abstract
Enzymatically-synthesized (2R,4R)-monatin has, due to its pure sweet taste, been evaluated for potential use in foods. Non-clinical studies have shown that (2R,4R)-monatin is well tolerated at high dietary concentrations, is not genotoxic/mutagenic, carcinogenic, or overtly toxic. In a pharmacokinetic and metabolism study involving 12 healthy males, consumption of a single oral dose (2 mg/kg) of (2R,4R)-monatin resulted in a small reduction of heart rate and prolongation of the QTcF interval of 20-24 ms, corresponding to the time of peak plasma levels (t(max)). These findings were evaluated in a cross-over thorough QT/QTc study with single doses of 150 mg (2R,4R)-monatin, placebo and positive control (moxifloxacin) in 56 healthy males. Peak (2R,4R)-monatin plasma concentration (1720 ± 538 ng/mL) was reached at 3.1 h (mean tmax). The placebo-corrected, change-from-baseline QTcF (ΔΔQTcF) reached 25 ms three hours after dosing, with ΔΔQTcF of 23 ms at two and four hours. Using exposure response (QTc) analysis, a significant slope of the relationship between (2R,4R)-monatin plasma levels and ΔΔQTcF was demonstrated with a predicted mean QT effect of 0.016 ms per ng/mL. While similarly high plasma levels are unlikely to be achieved by consumption of (2R,4R)-monatin in foods, QTc prolongation at this level is a significant finding.
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Affiliation(s)
- Borje Darpo
- Karolinska Institutet, Division of Cardiovascular Medicine, Department of Clinical Sciences, Danderyd's Hospital, Stockholm, Sweden; iCardiac Technologies, Inc., 150 Allens Creek Road, Rochester, NY 14618, USA.
| | | | - Witty A Brathwaite
- Cargill, Limited, 300-240 Graham Avenue, Winnipeg, Manitoba R3C 4C5, Canada.
| | | | - Alex K Eapen
- Cargill, Incorporated, 15407 McGinty Road W., MS 163 Wayzata, MN, USA.
| | | | - Peter R Kowey
- Lankenau Medical Center, Philadelphia, PA, USA; Jefferson Medical College, Philadelphia, PA, USA.
| | - Marvin P Miller
- Cargill, Incorporated, 15407 McGinty Road W., MS 163 Wayzata, MN, USA.
| | - Andrey I Nikiforov
- Toxicology Regulatory Services, 2365 Hunters Way, Charlottesville, VA, USA.
| | - Marisa O Rihner
- Toxicology Regulatory Services, 2365 Hunters Way, Charlottesville, VA, USA.
| | - Meijian Zhou
- iCardiac Technologies, Inc., 150 Allens Creek Road, Rochester, NY 14618, USA.
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Abstract
Attrition due to nonclinical safety represents a major issue for the productivity of pharmaceutical research and development (R&D) organizations, especially during the compound optimization stages of drug discovery and the early stages of clinical development. Focusing on decreasing nonclinical safety-related attrition is not a new concept, and various approaches have been experimented with over the last two decades. Front-loading testing funnels in Discovery with in vitro toxicity assays designed to rapidly identify unfavorable molecules was the approach adopted by most pharmaceutical R&D organizations a few years ago. However, this approach has also a non-negligible opportunity cost. Hence, significant refinements to the "fail early, fail often" paradigm have been proposed recently to reflect the complexity of accurately categorizing compounds with early data points without taking into account other important contextual aspects, in particular efficacious systemic and tissue exposures. This review provides an overview of toxicology approaches and models that can be used in pharmaceutical Discovery at the series/lead identification and lead optimization stages to guide and inform chemistry efforts, as well as a personal view on how to best use them to meet nonclinical safety-related attrition objectives consistent with a sustainable pharmaceutical R&D model. The scope of this review is limited to small molecules, as large molecules are associated with challenges that are quite different. Finally, a perspective on how several emerging technologies may impact toxicity evaluation is also provided.
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Affiliation(s)
- Eric A G Blomme
- Global Preclinical Safety, AbbVie Inc. , 1 North Waukegan Road, North Chicago, Illinois 60064, United States
| | - Yvonne Will
- Drug Safety Research and Development, Pfizer , Eastern Point Road, Groton, Connecticut 06340, United States
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Salvo F, Pariente A, Shakir S, Robinson P, Arnaud M, Thomas SHL, Raschi E, Fourrier-Réglat A, Moore N, Sturkenboom M, Hazell on behalf of Investigators o L. Sudden cardiac and sudden unexpected death related to antipsychotics: A meta-analysis of observational studies. Clin Pharmacol Ther 2015; 99:306-14. [DOI: 10.1002/cpt.250] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2015] [Accepted: 08/09/2015] [Indexed: 01/11/2023]
Affiliation(s)
- F Salvo
- University of Bordeaux, INSERM U657; Bordeaux France
- CHU Bordeaux; Bordeaux France
| | - A Pariente
- University of Bordeaux, INSERM U657; Bordeaux France
- CHU Bordeaux; Bordeaux France
- CIC Bordeaux CIC1401; Bordeaux France
| | - S Shakir
- Drug Safety Research Unit; Southampton Hampshire UK
| | - P Robinson
- CIC Bordeaux CIC1401; Bordeaux France
- ADERA; Pessac France
| | - M Arnaud
- University of Bordeaux, INSERM U657; Bordeaux France
| | - SHL Thomas
- Medical Toxicology Centre, Institute of Cellular Medicine; Newcastle University; Newcastle UK
| | - E Raschi
- Department of Medical and Surgical Sciences; University of Bologna; Bologna Italy
| | - A Fourrier-Réglat
- University of Bordeaux, INSERM U657; Bordeaux France
- CHU Bordeaux; Bordeaux France
| | - N Moore
- University of Bordeaux, INSERM U657; Bordeaux France
- CHU Bordeaux; Bordeaux France
- CIC Bordeaux CIC1401; Bordeaux France
| | - M Sturkenboom
- Department of Medical Informatics; Erasmus University Medical Centre; Rotterdam Netherlands
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Vargas HM, Bass AS, Koerner J, Matis-Mitchell S, Pugsley MK, Skinner M, Burnham M, Bridgland-Taylor M, Pettit S, Valentin JP. Evaluation of drug-induced QT interval prolongation in animal and human studies: a literature review of concordance. Br J Pharmacol 2015; 172:4002-11. [PMID: 26031452 PMCID: PMC4543608 DOI: 10.1111/bph.13207] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Revised: 04/22/2015] [Accepted: 05/20/2015] [Indexed: 01/10/2023] Open
Abstract
Evaluating whether a new medication prolongs QT intervals is a critical safety activity that is conducted in a sensitive animal model during non-clinical drug development. The importance of QT liability detection has been reinforced by non-clinical [International Conference on Harmonization (ICH) S7B] and clinical (ICH E14) regulatory guidance from the International Conference on Harmonization. A key challenge for the cardiovascular safety community is to understand how the finding from a non-clinical in vivo QT assay in animals predicts the outcomes of a clinical QT evaluation in humans. The Health and Environmental Sciences Institute Pro-Arrhythmia Working Group performed a literature search (1960–2011) to identify both human and non-rodent animal studies that assessed QT signal concordance between species and identified drugs that prolonged or did not prolong the QT interval. The main finding was the excellent agreement between QT results in humans and non-rodent animals. Ninety-one percent (21 of 23) of drugs that prolonged the QT interval in humans also did so in animals, and 88% (15 of 17) of drugs that did not prolong the QT interval in humans had no effect on animals. This suggests that QT interval data derived from relevant non-rodent models has a 90% chance of predicting QT findings in humans. Disagreement can occur, but in the limited cases of QT discordance we identified, there appeared to be plausible explanations for the underlying disconnect between the human and non-rodent animal QT outcomes.
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Affiliation(s)
- Hugo M Vargas
- Integrated Discovery and Safety Pharmacology, Amgen, Inc., Thousand Oaks, CA, USA
| | - Alan S Bass
- Safety Assessment, Merck Research Laboratories, Boston, MA, USA
| | - John Koerner
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | | | | | | | | | | | - Syril Pettit
- Health and Environmental Sciences Institute, Washington, DC, USA
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Fermini B, Hancox JC, Abi-Gerges N, Bridgland-Taylor M, Chaudhary KW, Colatsky T, Correll K, Crumb W, Damiano B, Erdemli G, Gintant G, Imredy J, Koerner J, Kramer J, Levesque P, Li Z, Lindqvist A, Obejero-Paz CA, Rampe D, Sawada K, Strauss DG, Vandenberg JI. A New Perspective in the Field of Cardiac Safety Testing through the Comprehensive In Vitro Proarrhythmia Assay Paradigm. ACTA ACUST UNITED AC 2015; 21:1-11. [PMID: 26170255 DOI: 10.1177/1087057115594589] [Citation(s) in RCA: 198] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Accepted: 06/11/2015] [Indexed: 12/31/2022]
Abstract
For the past decade, cardiac safety screening to evaluate the propensity of drugs to produce QT interval prolongation and Torsades de Pointes (TdP) arrhythmia has been conducted according to ICH S7B and ICH E14 guidelines. Central to the existing approach are hERG channel assays and in vivo QT measurements. Although effective, the present paradigm carries a risk of unnecessary compound attrition and high cost, especially when considering costly thorough QT (TQT) studies conducted later in drug development. The C: omprehensive I: n Vitro P: roarrhythmia A: ssay (CiPA) initiative is a public-private collaboration with the aim of updating the existing cardiac safety testing paradigm to better evaluate arrhythmia risk and remove the need for TQT studies. It is hoped that CiPA will produce a standardized ion channel assay approach, incorporating defined tests against major cardiac ion channels, the results of which then inform evaluation of proarrhythmic actions in silico, using human ventricular action potential reconstructions. Results are then to be confirmed using human (stem cell-derived) cardiomyocytes. This perspective article reviews the rationale, progress of, and challenges for the CiPA initiative, if this new paradigm is to replace existing practice and, in time, lead to improved and widely accepted cardiac safety testing guidelines.
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Affiliation(s)
| | - Jules C Hancox
- School of Physiology and Pharmacology, University of Bristol, Bristol, UK
| | - Najah Abi-Gerges
- Translational Safety, Drug Safety and Metabolism, Innovative Medicines and Early Development, AstraZeneca R&D, Macclesfield, UK AnaBios Corporation, San Diego, CA, USA
| | - Matthew Bridgland-Taylor
- Discovery Sciences, Innovative Medicines and Early Development, AstraZeneca R&D, Macclesfield, UK
| | | | - Thomas Colatsky
- Division of Applied Regulatory Science, CDER, US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | - Bruce Damiano
- Global Safety Pharmacology, Discovery Sciences, Janssen Research & Development LLC, Spring House, PA, USA
| | - Gul Erdemli
- Center for Proteomic Chemistry, Novartis Institutes for BioMedical Research, Inc, Cambridge, MA, USA
| | - Gary Gintant
- Department of Integrative Pharmacology, Integrated Sciences & Technology, AbbVie, North Chicago, IL, USA
| | - John Imredy
- Department of Safety Assessment, Merck & Co, Kenilworth, NJ, USA
| | - John Koerner
- Division of Cardiovascular and Renal Products, CDER, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - James Kramer
- ChanTest, A Charles River Company, Cleveland, OH, USA
| | - Paul Levesque
- Bristol Myers Squibb Research & Development, Princeton, NJ, USA
| | - Zhihua Li
- Division of Applied Regulatory Science, CDER, US Food and Drug Administration, Silver Spring, MD, USA
| | | | | | - David Rampe
- Preclinical Safety, Sanofi, Bridgewater, NJ, USA
| | - Kohei Sawada
- Global Cardiovascular Assessment, Eisai Co., Ltd., Ibaraki, Japan
| | - David G Strauss
- Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Jamie I Vandenberg
- Victor Chang Cardiac Research Institute, St Vincent's Clinical School, University of NSW, Darlinghurst, NSW, Australia
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Sensitivity and Specificity of the In Vitro Guinea Pig Papillary Muscle Action Potential Duration for the Assessment of Drug-Induced Torsades De Pointes Liability in Humans. Handb Exp Pharmacol 2015; 229:205-19. [PMID: 26091641 DOI: 10.1007/978-3-662-46943-9_8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The ICH S7B document, which provides guidance for the preclinical cardiovascular evaluation of pharmaceutical new chemical entities (NCE), is essentially focused on drug-induced QT lengthening, a biomarker for the proarrhythmic adverse drug reaction, torsades de pointes (TdP). In 2005, this guidance recommended the IKr assay and the in vivo QT telemetry study as mandatory assays for detecting potential torsades de pointes liability and relegated the cardiac action potential (AP) assay as a follow-up study. The IKr assay has become a mandatory screening tool in the early development and safety assessment process. Using only the IKr assay as a go/no go decision arbiter is regrettable since, due to the low specificity of the model (positives that are false for proarrhythmia liability, e.g. verapamil), promising, safe NCEs may be inadvertently discarded. Inclusion of additional medium throughput assays should be performed early to confirm or balance the putatively unfavourable IKr result with positive discovery model output (Pugsley et al., J Pharmacol Toxicol Methods 60:24-27, 2009). In the present chapter, the predictive value of in vitro guinea pig papillary muscle action potential assay will be discussed in terms of sensitivity and specificity and compared to currently available preclinical models such as IKr/hERG assay, dog Purkinje fibre action potential and in vivo QT measurements in dog and cynomolgus monkey.
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Takei A. ILSI Health and Environmental Sciences Institute (HESI), global leader in advancing translational science to create science-based solutions for a sustainable, healthier world. Genes Environ 2015; 37:1. [PMID: 27350798 PMCID: PMC4910771 DOI: 10.1186/s41021-015-0001-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Accepted: 02/12/2015] [Indexed: 11/30/2022] Open
Abstract
The Health and Environmental Sciences Institute (HESI) is a non-profit scientific research organization based in Washington, D.C., U.S.A. HESI was established in 1989 as a global branch of the International Life Sciences Institute (ILSI) to provide an international forum to advance the understanding of scientific issues related to human health, toxicology, risk assessment and the environment. For the last 25 years, HESI has been the global leader to advance application of new science and technologies in the areas of human health, toxicology, risk assessment and environment. The core principle of “tripartite approach” and the multi-sector operational model have successfully supported HESI’s scientific programs to create science-based solutions for a sustainable and healthier world. HESI’s achievements include the dataset to guide the selection of appropriate supporting assays for carcinogenicity testing, a new testing framework for agricultural chemicals with enhanced efficacy, predictivity, and reduced animal usage, novel biomarkers of nephrotoxicity which provide data on the location of timing of drug effects in the kidney allowing for enhanced drug development, etc.
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Affiliation(s)
- Ayako Takei
- ICaRuS Japan Limited, 3-4-2-4201 Toyosu, Koto-ku, Tokyo 135-0061 Japan
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Polak S, Pugsley MK, Stockbridge N, Garnett C, Wiśniowska B. Early Drug Discovery Prediction of Proarrhythmia Potential and Its Covariates. AAPS JOURNAL 2015; 17:1025-32. [PMID: 25940083 PMCID: PMC4476985 DOI: 10.1208/s12248-015-9773-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 04/16/2015] [Indexed: 12/26/2022]
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Chiang AY, Wang MD. Incorporating Biomarkers Into the Analysis of Preclinical Cardiovascular Safety Studies. Stat Biopharm Res 2015. [DOI: 10.1080/19466315.2015.1005757] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Wiśniowska B, Mendyk A, Szlęk J, Kołaczkowski M, Polak S. Enhanced QSAR models for drug-triggered inhibition of the main cardiac ion currents. J Appl Toxicol 2015; 35:1030-9. [DOI: 10.1002/jat.3095] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Revised: 10/27/2014] [Accepted: 10/31/2014] [Indexed: 11/06/2022]
Affiliation(s)
- Barbara Wiśniowska
- Unit of Pharmacoepidemiology and Pharmacoeconomics, Faculty of Pharmacy, Medical College; Jagiellonian University; Krakow Poland
| | - Aleksander Mendyk
- Department of Pharmaceutical Technology and Biopharmaceutics, Faculty of Pharmacy, Medical College; Jagiellonian University; Krakow Poland
| | - Jakub Szlęk
- Department of Pharmaceutical Technology and Biopharmaceutics, Faculty of Pharmacy, Medical College; Jagiellonian University; Krakow Poland
| | - Michał Kołaczkowski
- Building and Structure Physics Division, Institute of Building Materials and Structures, Faculty of Civil Engineering; Cracow University of Technology; Krakow Poland
| | - Sebastian Polak
- Unit of Pharmacoepidemiology and Pharmacoeconomics, Faculty of Pharmacy, Medical College; Jagiellonian University; Krakow Poland
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Abstract
Professor Gerhard Zbinden recognized in the 1970s that the standards of the day for testing new candidate drugs in preclinical toxicity studies failed to identify acute pharmacodynamic adverse events that had the potential to harm participants in clinical trials. From his vision emerged the field of safety pharmacology, formally defined in the International Conference on Harmonization (ICH) S7A guidelines as "those studies that investigate the potential undesirable pharmacodynamic effects of a substance on physiological functions in relation to exposure in the therapeutic range and above." Initially, evaluations of small-molecule pharmacodynamic safety utilized efficacy models and were an ancillary responsibility of discovery scientists. However, over time, the relationship of these studies to overall safety was reflected by the regulatory agencies who, in directing the practice of safety pharmacology through guidance documents, prompted transition of responsibility to drug safety departments (e.g., toxicology). Events that have further shaped the field over the past 15 years include the ICH S7B guidance, evolution of molecular technologies leading to identification of new therapeutic targets with uncertain toxicities, introduction of data collection using more sophisticated and refined technologies, and utilization of transgenic animal models probing critical scientific questions regarding novel targets of toxicity. The collapse of the worldwide economy in the latter half of the first decade of the twenty-first century, continuing high rates of compound attrition during clinical development and post-approval and sharply increasing costs of drug development have led to significant strategy changes, contraction of the size of pharmaceutical organizations, and refocusing of therapeutic areas of investigation. With these changes has come movement away from dedicated internal safety pharmacology capability to utilization of capabilities within external contract research organizations. This movement has created the opportunity for the safety pharmacology discipline to come "full circle" and return to the drug discovery arena (target identification through clinical candidate selection) to contribute to the mitigation of the high rate of candidate drug failure through better compound selection decision making. Finally, the changing focus of science and losses in didactic training of scientists in whole animal physiology and pharmacology have revealed a serious gap in the future availability of qualified individuals to apply the principles of safety pharmacology in support of drug discovery and development. This is a significant deficiency that at present is only partially met with academic and professional society programs advancing a minimal level of training. In summary, with the exception that the future availability of suitably trained scientists is a critical need for the field that remains to be effectively addressed, the prospects for the future of safety pharmacology are hopeful and promising, and challenging for those individuals who want to assume this responsibility. What began in the early part of the new millennium as a relatively simple model of testing to assure the safety of Phase I clinical subjects and patients from acute deleterious effects on life-supporting organ systems has grown with experience and time to a science that mobilizes the principles of cellular and molecular biology and attempts to predict acute adverse events and those associated with long-term treatment. These challenges call for scientists with a broad range of in-depth scientific knowledge and an ability to adapt to a dynamic and forever changing industry. Identifying individuals who will serve today and training those who will serve in the future will fall to all of us who are committed to this important field of science.
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Pugsley MK, Curtis MJ, Hayes ES. Biophysics and Molecular Biology of Cardiac Ion Channels for the Safety Pharmacologist. Handb Exp Pharmacol 2015; 229:149-203. [PMID: 26091640 DOI: 10.1007/978-3-662-46943-9_7] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Cardiac safety pharmacology is a continuously evolving discipline that uses the basic principles of pharmacology in a regulatory-driven process to generate data to inform risk/benefit assessment of a new chemical entity (NCE). The aim of cardiac safety pharmacology is to characterise the pharmacodynamic/pharmacokinetic (PK/PD) relationship of a drug's adverse effects on the heart using continuously evolving methodology. Unlike Toxicology, safety pharmacology includes within its remit a regulatory requirement to predict the risk of rare cardiotoxic (potentially lethal) events such as torsades de pointes (TdP), which is statistically associated with drug-induced changes in the QT interval of the ECG due to blockade of I Kr or K v11.1 current encoded by hERG. This gives safety pharmacology its unique character. The key issues for the safety pharmacology assessment of a drug on the heart are detection of an adverse effect liability, projection of the data into safety margin calculation and clinical safety monitoring. This chapter will briefly review the current cardiac safety pharmacology paradigm outlined in the ICH S7A and ICH S7B guidance documents and the non-clinical models and methods used in the evaluation of new chemical entities in order to define the integrated risk assessment for submission to regulatory authorities. An overview of how the present cardiac paradigm was developed will be discussed, explaining how it was based upon marketing authorisation withdrawal of many non-cardiovascular compounds due to unanticipated proarrhythmic effects. The role of related biomarkers (of cardiac repolarisation, e.g. prolongation of the QT interval of the ECG) will be considered. We will also provide an overview of the 'non-hERG-centric' concepts utilised in the evolving comprehensive in vitro proarrhythmia assay (CIPA) that details conduct of the proposed ion channel battery test, use of human stem cells and application of in silico models to early cardiac safety assessment. The summary of our current understanding of the triggers of TdP will include the interplay between action potential (AP) prolongation, early and delayed afterdepolarisation and substrates for re-entry arrhythmias.
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Affiliation(s)
- Michael K Pugsley
- Global Safety Pharmacology and Toxicology/Pathology, Janssen Pharmaceuticals LLC, 1000 Route 202 South, Raritan, NJ, 08869, USA,
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Ewart L, Aylott M, Deurinck M, Engwall M, Gallacher DJ, Geys H, Jarvis P, Ju H, Leishman D, Leong L, McMahon N, Mead A, Milliken P, Suter W, Teisman A, Van Ammel K, Vargas HM, Wallis R, Valentin JP. The Concordance between Nonclinical and Phase I Clinical Cardiovascular Assessment from a Cross-Company Data Sharing Initiative. Toxicol Sci 2014; 142:427-35. [DOI: 10.1093/toxsci/kfu198] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Derakhchan K, Chui RW, Stevens D, Gu W, Vargas HM. Detection of QTc interval prolongation using jacket telemetry in conscious non-human primates: comparison with implanted telemetry. Br J Pharmacol 2014; 171:509-22. [PMID: 24372552 DOI: 10.1111/bph.12484] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Revised: 09/30/2013] [Accepted: 10/11/2013] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND AND PURPOSE During repeat-dose toxicity studies, ECGs are collected from chemically or physically-restrained animals over a short timeframe. This is problematic due to cardiovascular changes caused by manual restraint stress and anesthesia, and limited ECG sampling. These factors confound data interpretation, but may be overcome by using a non-invasive jacket-based ECG collection (JET). The current study investigated whether a jacketed external telemetry system could detect changes in cardiac intervals and heart rate in non-human primates (NHPs), previously implanted with a PCT transmitter. EXPERIMENTAL APPROACH Twelve male cynomolgus monkeys were treated weekly with vehicle or sotalol (8, 16, 32 mg kg⁻¹) p.o. ECGs were collected continuously for 24 hours, following treatment, over 4 weeks. A satellite group of six NHPs was used for sotalol toxicokinetics. KEY RESULTS Sotalol attained Cmax values 1-3 hours after dosing, and exhibited dose-proportional exposure. In jacketed NHPs, sotalol dose-dependently increased QT/QTc intervals, prolonged PR interval, and reduced heart rate. Significant QTc prolongation of 27, 54 and 76 msec was detected by JET after 8, 16, and 32 mg kg⁻¹ sotalol, respectively, compared with time-matched vehicle-treated animals. Overall, JET-derived PR, QT, QTc intervals, QRS duration, and heart rate correlated well with those derived from PCT. CONCLUSIONS AND IMPLICATIONS The current findings clearly support the use of JET to quantify cardiac interval and rhythm changes, capable of detecting QTc prolongation caused by sotalol. JET may be a preferred method compared to restraint-based ECG because high-density ECG sampling can be collected in unstressed conscious monkeys, over several weeks.
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Affiliation(s)
- K Derakhchan
- Safety and Exploratory Pharmacology, Toxicology Sciences, CBSS, Amgen Inc., Thousand Oaks, CA, USA
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Holzgrefe H, Ferber G, Champeroux P, Gill M, Honda M, Greiter-Wilke A, Baird T, Meyer O, Saulnier M. Preclinical QT safety assessment: Cross-species comparisons and human translation from an industry consortium. J Pharmacol Toxicol Methods 2014; 69:61-101. [DOI: 10.1016/j.vascn.2013.05.004] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2013] [Revised: 05/08/2013] [Accepted: 05/09/2013] [Indexed: 01/10/2023]
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MICE models: superior to the HERG model in predicting Torsade de Pointes. Sci Rep 2013; 3:2100. [PMID: 23812503 PMCID: PMC3696896 DOI: 10.1038/srep02100] [Citation(s) in RCA: 243] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2013] [Accepted: 06/13/2013] [Indexed: 01/12/2023] Open
Abstract
Drug-induced block of the cardiac hERG (human Ether-à-go-go-Related Gene) potassium channel delays cardiac repolarization and increases the risk of Torsade de Pointes (TdP), a potentially lethal arrhythmia. A positive hERG assay has been embraced by regulators as a non-clinical predictor of TdP despite a discordance of about 30%. To test whether assaying concomitant block of multiple ion channels (Multiple Ion Channel Effects or MICE) improves predictivity we measured the concentration-responses of hERG, Nav1.5 and Cav1.2 currents for 32 torsadogenic and 23 non-torsadogenic drugs from multiple classes. We used automated gigaseal patch clamp instruments to provide higher throughput along with accuracy and reproducibility. Logistic regression models using the MICE assay showed a significant reduction in false positives (Type 1 errors) and false negatives (Type 2 errors) when compared to the hERG assay. The best MICE model only required a comparison of the blocking potencies between hERG and Cav1.2.
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Chain ASY, Sturkenboom MCJM, Danhof M, Della Pasqua OE. Establishing in vitro to clinical correlations in the evaluation of cardiovascular safety pharmacology. DRUG DISCOVERY TODAY. TECHNOLOGIES 2013; 10:e373-e383. [PMID: 24050134 DOI: 10.1016/j.ddtec.2012.07.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Preclinical studies are vital in establishing the efficacy and safety of a new chemical entity (NCE) in humans. To deliver meaningful information, experiments have to be well defined and provide outcome that is relevant and translatable to humans. This review briefly surveys the various preclinical experiments that are frequently conducted to assess drug effects on cardiac conductivity in early drug development. We examine the different approaches used to establish correlations between non-clinical and clinical settings and discuss their value in the evaluation of cardiovascular risk.
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Dealing with global safety issues : was the response to QT-liability of non-cardiac drugs well coordinated? Drug Saf 2013; 36:167-82. [PMID: 23417505 DOI: 10.1007/s40264-013-0016-z] [Citation(s) in RCA: 121] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Drug-induced torsade de pointes (TdP) is a potentially fatal iatrogenic entity. Its reporting rate in association with non-cardiac drugs increased exponentially from the early 1990s and was associated with an increasing number of new non-cardiac drugs whose proarrhythmic liability was not appreciated pre-marketing. This epidemic provoked a comprehensive global response from drug regulators, drug developers and academia, which resulted in stabilization of the reporting rate of TdP. This commentary reviews the chronology and nature of, and the reasons for, this response, examines its adequacy, and proposes future strategies for dealing with such iatrogenic epidemics more effectively. It is concluded that the response was piecemeal and lacked direction. No one entity was responsible, with the result that important contributions from regulators, industry and academia lacked coordination. While the process of dealing with QT crisis seemed to have worked reasonably well in this instance, it does not seem wise to expect the next crisis in drug development to be managed as well. Future crises will need better management and the challenge is to implement a system set up to respond globally and efficiently to a perceived drug-related hazard. In this regard, we discuss the roles of new tools the legislation has provided to the regulators and the value of an integrated expert assessment of all pre-approval data that may signal a potential safety issue in the postmarketing period. We also discuss the roles of other bodies such as the WHO Collaborating Centre for International Drug Monitoring, CIOMS and the International Conference on Harmonization of Technical Requirements for Registration of Pharmaceuticals for Human Use (ICH).
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Roche BM, Vinci TM, Hawk MA, Hassler CR, Pressburger DT, Osheroff MR, Ritchie GD, Burback BL. MMB4 DMS. Int J Toxicol 2013; 32:49S-58S. [DOI: 10.1177/1091581813488632] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The objectives of these studies were to determine the cardiopulmonary effects of a single intramuscular administration of 1,1′-methylenebis[4-[(hydroxyimino)methyl]-pyridinium] dimethanesulfonate (MMB4 DMS) on dogs and on the central nervous system in rats. On days 1, 8, 15, and 22, male and female dogs received either vehicle (water for injection/0.5% benzyl alcohol/methane sulfonic acid) or MMB4 DMS (20, 50, or 100 mg/kg). Pulmonary function was evaluated for the first 5 hours after concurrent dosing with cardiovascular monitoring; then cardiovascular monitoring continued for 72 hours after dosing. Rats were dosed once by intramuscular injection with vehicle (water for injection/0.5% benzyl alcohol/methane sulfonic acid) or MMB4 DMS (60, 170, or 340 mg/kg). In dogs, 100 mg/kg MMB4 DMS resulted in increased blood pressure, slightly increased heart rate, slightly prolonged corrected QT, and moderately increased respiratory rate. There were no toxicological effects of MMB4 DMS on neurobehavioral function in rats administered up to 340 mg/kg MMB4 DMS.
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Ewart L, Milne A, Adkins D, Benjamin A, Bialecki R, Chen Y, Ericsson AC, Gardner S, Grant C, Lengel D, Lindgren S, Lowing S, Marks L, Moors J, Oldman K, Pietras M, Prior H, Punton J, Redfern WS, Salmond R, Skinner M, Some M, Stanton A, Swedberg M, Finch J, Valentin JP. A multi-site comparison of in vivo safety pharmacology studies conducted to support ICH S7A & B regulatory submissions. J Pharmacol Toxicol Methods 2013; 68:30-43. [DOI: 10.1016/j.vascn.2013.04.008] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Revised: 04/23/2013] [Accepted: 04/25/2013] [Indexed: 10/26/2022]
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Harris K, Aylott M, Cui Y, Louttit JB, McMahon NC, Sridhar A. Comparison of Electrophysiological Data From Human-Induced Pluripotent Stem Cell–Derived Cardiomyocytes to Functional Preclinical Safety Assays. Toxicol Sci 2013; 134:412-26. [DOI: 10.1093/toxsci/kft113] [Citation(s) in RCA: 177] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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Pierson JB, Berridge BR, Brooks MB, Dreher K, Koerner J, Schultze AE, Sarazan RD, Valentin JP, Vargas HM, Pettit SD. A public-private consortium advances cardiac safety evaluation: achievements of the HESI Cardiac Safety Technical Committee. J Pharmacol Toxicol Methods 2013; 68:7-12. [PMID: 23567075 DOI: 10.1016/j.vascn.2013.03.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2013] [Revised: 03/25/2013] [Accepted: 03/26/2013] [Indexed: 10/27/2022]
Abstract
INTRODUCTION The evaluation of cardiovascular side-effects is a critical element in the development of all new drugs and chemicals. Cardiac safety issues are a major cause of attrition and withdrawal due to adverse drug reactions (ADRs) in pharmaceutical drug development. METHODS The evolution of the HESI Technical Committee on Cardiac Safety from 2000-2013 is presented as an example of an effective international consortium of academic, government, and industry scientists working to improve cardiac safety. RESULTS AND DISCUSSION The HESI Technical Committee Working Groups facilitated the development of a variety of platforms for resource sharing and communication among experts that led to innovative strategies for improved drug safety. The positive impacts arising from these Working Groups are described in this article.
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Affiliation(s)
- Jennifer B Pierson
- Health and Environmental Sciences Institute, 1156 15th Street, Northwest, Suite 200, Washington, DC 20005, USA
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Darpo B, Lee SK, Moon TE, Sills N, Mason JW. Oritavancin, a New Lipoglycopeptide Antibiotic: Results From a Thorough QT Study. J Clin Pharmacol 2013; 50:895-903. [DOI: 10.1177/0091270009355449] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Gunnström M, Ababneh D, Webster W, Oakes D, Ritchie H. Antipsychotic drugs cause bradycardia in GD 13 rat embryos in vitro. Reprod Toxicol 2012; 34:443-50. [DOI: 10.1016/j.reprotox.2012.06.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2012] [Revised: 05/30/2012] [Accepted: 06/15/2012] [Indexed: 10/28/2022]
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Takahara A, Fujiwara K, Ohtsuki A, Oka T, Namekata I, Tanaka H. Effects of the antitussive drug cloperastine on ventricular repolarization in halothane-anesthetized guinea pigs. J Pharmacol Sci 2012; 120:165-75. [PMID: 23047467 DOI: 10.1254/jphs.12117fp] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Abstract
Cloperastine is an antitussive drug, which can be received as an over-the-counter cold medicine. The chemical structure of cloperastine is quite similar to that of the antihistamine drug diphenhydramine, which is reported to inhibit hERG K⁺ channels and clinically induce long QT syndrome after overdose. To analyze its proarrhythmic potential, we compared effects of cloperastine and diphenhydramine on the hERG K⁺ channels expressed in HEK293 cells. We further assessed their effects on the halothane-anesthetized guinea-pig heart under the monitoring of monophasic action potential (MAP) of the ventricle. Cloperastine inhibited the hERG K⁺ currents in a concentration-dependent manner with an IC₅₀ value of 0.027 μM, whose potency was 100 times greater than that of diphenhydramine (IC₅₀; 2.7 μM). In the anesthetized guinea pigs, cloperastine at a therapeutic dose of 1 mg/kg prolonged the QT interval and MAP duration without affecting PR interval or QRS width. Diphenhydramine at a therapeutic dose of 10 mg/kg prolonged the QT interval and MAP duration together with increase in PR interval and QRS width. The present results suggest that cloperastine may be categorized as a QT-prolonging drug that possibly induces arrhythmia at overdoses like diphenhydramine does.
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Affiliation(s)
- Akira Takahara
- Department of Pharmacology and Therapeutics, Faculty of Pharmaceutical Sciences, Toho University, Funabashi, Chiba, Japan.
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Marks L, Borland S, Philp K, Ewart L, Lainée P, Skinner M, Kirk S, Valentin JP. The role of the anaesthetised guinea-pig in the preclinical cardiac safety evaluation of drug candidate compounds. Toxicol Appl Pharmacol 2012; 263:171-83. [DOI: 10.1016/j.taap.2012.06.007] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2012] [Revised: 06/07/2012] [Accepted: 06/11/2012] [Indexed: 11/30/2022]
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Leishman D, Beck T, Dybdal N, Gallacher D, Guth B, Holbrook M, Roche B, Wallis R. Best practice in the conduct of key nonclinical cardiovascular assessments in drug development: Current recommendations from the Safety Pharmacology Society. J Pharmacol Toxicol Methods 2012; 65:93-101. [DOI: 10.1016/j.vascn.2011.08.006] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2011] [Revised: 08/23/2011] [Accepted: 08/24/2011] [Indexed: 11/29/2022]
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Ababneh D, Ritchie H, Webster WS. Antidepressants Cause Bradycardia and Heart Block in GD 13 Rat Embryos In Vitro. ACTA ACUST UNITED AC 2012; 95:184-93. [DOI: 10.1002/bdrb.21003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Deena Ababneh
- Department of Anatomy and Histology; Sydney Medical School; University of Sydney; Sydney; Australia
| | - Helen Ritchie
- Discipline of Biomedical Sciences,; Sydney Medical School; University of Sydney; Sydney; Australia
| | - William S. Webster
- Department of Anatomy and Histology; Sydney Medical School; University of Sydney; Sydney; Australia
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hERG potency estimates based upon dose solution analysis: What have we learned? J Pharmacol Toxicol Methods 2011; 64:251-7. [DOI: 10.1016/j.vascn.2011.08.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2011] [Revised: 08/10/2011] [Accepted: 08/10/2011] [Indexed: 11/18/2022]
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