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Soepriatna AH, Navarrete-Welton A, Kim TY, Daley MC, Bronk P, Kofron CM, Mende U, Coulombe KLK, Choi BR. Action potential metrics and automated data analysis pipeline for cardiotoxicity testing using optically mapped hiPSC-derived 3D cardiac microtissues. PLoS One 2023; 18:e0280406. [PMID: 36745602 PMCID: PMC9901774 DOI: 10.1371/journal.pone.0280406] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 12/28/2022] [Indexed: 02/07/2023] Open
Abstract
Recent advances in human induced pluripotent stem cell (hiPSC)-derived cardiac microtissues provide a unique opportunity for cardiotoxic assessment of pharmaceutical and environmental compounds. Here, we developed a series of automated data processing algorithms to assess changes in action potential (AP) properties for cardiotoxicity testing in 3D engineered cardiac microtissues generated from hiPSC-derived cardiomyocytes (hiPSC-CMs). Purified hiPSC-CMs were mixed with 5-25% human cardiac fibroblasts (hCFs) under scaffold-free conditions and allowed to self-assemble into 3D spherical microtissues in 35-microwell agarose gels. Optical mapping was performed to quantify electrophysiological changes. To increase throughput, AP traces from 4x4 cardiac microtissues were simultaneously acquired with a voltage sensitive dye and a CMOS camera. Individual microtissues showing APs were identified using automated thresholding after Fourier transforming traces. An asymmetric least squares method was used to correct non-uniform background and baseline drift, and the fluorescence was normalized (ΔF/F0). Bilateral filtering was applied to preserve the sharpness of the AP upstroke. AP shape changes under selective ion channel block were characterized using AP metrics including stimulation delay, rise time of AP upstroke, APD30, APD50, APD80, APDmxr (maximum rate change of repolarization), and AP triangulation (APDtri = APDmxr-APD50). We also characterized changes in AP metrics under various ion channel block conditions with multi-class logistic regression and feature extraction using principal component analysis of human AP computer simulations. Simulation results were validated experimentally with selective pharmacological ion channel blockers. In conclusion, this simple and robust automated data analysis pipeline for evaluating key AP metrics provides an excellent in vitro cardiotoxicity testing platform for a wide range of environmental and pharmaceutical compounds.
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Affiliation(s)
- Arvin H. Soepriatna
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, United States of America
| | - Allison Navarrete-Welton
- Cardiovascular Research Center, Cardiovascular Institute, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Tae Yun Kim
- Cardiovascular Research Center, Cardiovascular Institute, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Mark C. Daley
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, United States of America
| | - Peter Bronk
- Cardiovascular Research Center, Cardiovascular Institute, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Celinda M. Kofron
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, United States of America
| | - Ulrike Mende
- Cardiovascular Research Center, Cardiovascular Institute, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Kareen L. K. Coulombe
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, United States of America
| | - Bum-Rak Choi
- Cardiovascular Research Center, Cardiovascular Institute, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
- * E-mail:
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Moreland-Head LN, Coons JC, Seybert AL, Gray MP, Kane-Gill SL. Use of Disproportionality Analysis to Identify Previously Unknown Drug-Associated Causes of Cardiac Arrhythmias Using the Food and Drug Administration Adverse Event Reporting System (FAERS) Database. J Cardiovasc Pharmacol Ther 2021; 26:341-348. [PMID: 33403858 DOI: 10.1177/1074248420984082] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Drug-induced QTc-prolongation is a well-known adverse drug reaction (ADR), however there is limited knowledge of other drug-induced arrhythmias. PURPOSE The objective of this study is to determine the drugs reported to be associated with arrhythmias other than QTc-prolongation using the FAERS database, possibly identifying potential drug causes that have not been reported previously. METHODS FAERS reports from 2004 quarter 1 through 2019 quarter 1 were combined to create a dataset of approximately 11.6 million reports. Search terms for arrhythmias of interest were selected from the Standardized MedDRA Queries (SMQ) Version 12.0. Frequency of the cardiac arrhythmias were determined for atrial fibrillation, atrioventricular block, bradyarrhythmia, bundle branch block, supraventricular tachycardia, and ventricular fibrillation and linked to the reported causal medications. Reports were further categorized by prior evidence associations using package inserts and established drug databases. A reporting odds ratio (ROR) and confidence interval (CI) were calculated for the ADRs for each drug and each of the 6 cardiac arrhythmias. RESULTS Of the 11.6 million reports in the FAERS database, 68,989 were specific to cardiac arrhythmias of interest. There were 61 identified medication-reported arrhythmia pairs for the 6 arrhythmia groups with 33 found to have an unknown reported association. Rosiglitazone was the most frequently medication reported across all arrhythmias [ROR 6.02 (CI: 5.82-6.22)]. Other medications with significant findings included: rofecoxib, digoxin, alendronate, lenalidomide, dronedarone, zoledronic acid, adalimumab, dabigatran, and interferon beta-1b. CONCLUSION Upon retrospective analysis of the FAERS database, the majority of drug-associated arrhythmias reported were unknown suggesting new potential drug causes. Cardiac arrhythmias other than QTc prolongation are a new area of focus for pharmacovigilance and medication safety. Consideration of future studies should be given to using the FAERS database as a timely pharmacovigilance tool to identify unknown adverse events of medications.
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Affiliation(s)
| | - James C Coons
- Department of Pharmacy, 6595UPMC Presbyterian Hospital, Pittsburgh, PA, USA.,Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, PA, USA
| | - Amy L Seybert
- Department of Pharmacy, 6595UPMC Presbyterian Hospital, Pittsburgh, PA, USA.,Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, PA, USA
| | - Matthew P Gray
- Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, PA, USA
| | - Sandra L Kane-Gill
- Department of Pharmacy, 6595UPMC Presbyterian Hospital, Pittsburgh, PA, USA.,Department of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, PA, USA
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Qile M, Ji Y, Golden TD, Houtman MJC, Romunde F, Fransen D, van Ham WB, IJzerman AP, January CT, Heitman LH, Stary-Weinzinger A, Delisle BP, van der Heyden MAG. LUF7244 plus Dofetilide Rescues Aberrant K v11.1 Trafficking and Produces Functional I Kv11.1. Mol Pharmacol 2020; 97:355-364. [PMID: 32241959 DOI: 10.1124/mol.119.118190] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 03/24/2020] [Indexed: 02/14/2025] Open
Abstract
Voltage-gated potassium 11.1 (Kv11.1) channels play a critical role in repolarization of cardiomyocytes during the cardiac action potential (AP). Drug-mediated Kv11.1 blockade results in AP prolongation, which poses an increased risk of sudden cardiac death. Many drugs, like pentamidine, interfere with normal Kv11.1 forward trafficking and thus reduce functional Kv11.1 channel densities. Although class III antiarrhythmics, e.g., dofetilide, rescue congenital and acquired forward trafficking defects, this is of little use because of their simultaneous acute channel blocking effect. We aimed to test the ability of a combination of dofetilide plus LUF7244, a Kv11.1 allosteric modulator/activator, to rescue Kv11.1 trafficking and produce functional Kv11.1 current. LUF7244 treatment by itself did not disturb or rescue wild type (WT) or G601S-Kv11.1 trafficking, as shown by Western blot and immunofluorescence microcopy analysis. Pentamidine-decreased maturation of WT Kv11.1 levels was rescued by 10 μM dofetilide or 10 μM dofetilide + 5 μM LUF7244. In trafficking defective G601S-Kv11.1 cells, dofetilide (10 μM) or dofetilide + LUF7244 (10 + 5 μM) also restored Kv11.1 trafficking, as demonstrated by Western blot and immunofluorescence microscopy. LUF7244 (10 μM) increased IKv 11.1 despite the presence of dofetilide (1 μM) in WT Kv11.1 cells. In G601S-expressing cells, long-term treatment (24-48 hour) with LUF7244 (10 μM) and dofetilide (1 μM) increased IKv11.1 compared with nontreated or acutely treated cells. We conclude that dofetilide plus LUF7244 rescues Kv11.1 trafficking and produces functional IKv11.1 Thus, combined administration of LUF7244 and an IKv11.1 trafficking corrector could serve as a new pharmacological therapy of both congenital and drug-induced Kv11.1 trafficking defects. SIGNIFICANCE STATEMENT: Decreased levels of functional Kv11.1 potassium channel at the plasma membrane of cardiomyocytes prolongs action potential repolarization, which associates with cardiac arrhythmia. Defective forward trafficking of Kv11.1 channel protein is an important factor in acquired and congenital long QT syndrome. LUF7244 as a negative allosteric modulator/activator in combination with dofetilide corrected both congenital and acquired Kv11.1 trafficking defects, resulting in functional Kv11.1 current.
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Affiliation(s)
- Muge Qile
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Yuan Ji
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Tyona D Golden
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Marien J C Houtman
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Fee Romunde
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Doreth Fransen
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Willem B van Ham
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Ad P IJzerman
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Craig T January
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Laura H Heitman
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Anna Stary-Weinzinger
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Brian P Delisle
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
| | - Marcel A G van der Heyden
- Department of Medical Physiology, University Medical Center Utrecht, Utrecht, The Netherlands (M.Q., Y.J., M.J.C.H., F.R., D.F., W.B.H., M.A.G.H.); Department of Physiology, University of Kentucky, Lexington, Kentucky (T.D.G., B.P.D.); Department of Pharmacology and Toxicology, University of Vienna, Vienna, Austria (W.B.H., A.S.-W.); Leiden Academic Centre for Drug Research, Division of Drug Discovery and Safety, Leiden, The Netherlands (A.P.I., L.H.H.); and Department of Medicine, University of Wisconsin, Madison, Wisconsin (C.T.J.)
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Sala L, Yu Z, Ward-van Oostwaard D, van Veldhoven JP, Moretti A, Laugwitz KL, Mummery CL, IJzerman AP, Bellin M. A new hERG allosteric modulator rescues genetic and drug-induced long-QT syndrome phenotypes in cardiomyocytes from isogenic pairs of patient induced pluripotent stem cells. EMBO Mol Med 2016; 8:1065-81. [PMID: 27470144 PMCID: PMC5009811 DOI: 10.15252/emmm.201606260] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Long-QT syndrome (LQTS) is an arrhythmogenic disorder characterised by prolongation of the QT interval in the electrocardiogram, which can lead to sudden cardiac death. Pharmacological treatments are far from optimal for congenital forms of LQTS, while the acquired form, often triggered by drugs that (sometimes inadvertently) target the cardiac hERG channel, is still a challenge in drug development because of cardiotoxicity. Current experimental models in vitro fall short in predicting proarrhythmic properties of new drugs in humans. Here, we leveraged a series of isogenically matched, diseased and genetically engineered, human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) from patients to test a novel hERG allosteric modulator for treating congenital LQTS, drug-induced LQTS or a combination of the two. By slowing IK r deactivation and positively shifting IK r inactivation, the small molecule LUF7346 effectively rescued all of these conditions, demonstrating in a human system that allosteric modulation of hERG may be useful as an approach to treat inherited and drug-induced LQTS Furthermore, our study provides experimental support of the value of isogenic pairs of patient hiPSC-CMs as platforms for testing drug sensitivities and performing safety pharmacology.
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Affiliation(s)
- Luca Sala
- Department of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands
| | - Zhiyi Yu
- Gorlaeus Laboratories, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | | | - Jacobus Pd van Veldhoven
- Gorlaeus Laboratories, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Alessandra Moretti
- I. Department of Medicine (Cardiology), Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Karl-Ludwig Laugwitz
- I. Department of Medicine (Cardiology), Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Christine L Mummery
- Department of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands
| | - Adriaan P IJzerman
- Gorlaeus Laboratories, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Milena Bellin
- Department of Anatomy and Embryology, Leiden University Medical Center, Leiden, The Netherlands
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