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Sato K, Saito S, Endo K, Kono M, Kakei T, Taketa H, Kato M, Hamamoto S, Grenzi M, Costa A, Munemasa S, Murata Y, Ishimaru Y, Uozumi N. Green Tea Catechins, (-)-Catechin Gallate, and (-)-Gallocatechin Gallate are Potent Inhibitors of ABA-Induced Stomatal Closure. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2201403. [PMID: 35524639 PMCID: PMC9313475 DOI: 10.1002/advs.202201403] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/06/2022] [Indexed: 06/04/2023]
Abstract
Stomatal movement is indispensable for plant growth and survival in response to environmental stimuli. Cytosolic Ca2+ elevation plays a crucial role in ABA-induced stomatal closure during drought stress; however, to what extent the Ca2+ movement across the plasma membrane from the apoplast to the cytosol contributes to this process still needs clarification. Here the authors identify (-)-catechin gallate (CG) and (-)-gallocatechin gallate (GCG), components of green tea, as inhibitors of voltage-dependent K+ channels which regulate K+ fluxes in Arabidopsis thaliana guard cells. In Arabidopsis guard cells CG/GCG prevent ABA-induced: i) membrane depolarization; ii) activation of Ca2+ permeable cation (ICa ) channels; and iii) cytosolic Ca2+ transients. In whole Arabidopsis plants co-treatment with CG/GCG and ABA suppressed ABA-induced stomatal closure and surface temperature increase. Similar to ABA, CG/GCG inhibited stomatal closure is elicited by the elicitor peptide, flg22 but has no impact on dark-induced stomatal closure or light- and fusicoccin-induced stomatal opening, suggesting that the inhibitory effect of CG/GCG is associated with Ca2+ -related signaling pathways. This study further supports the crucial role of ICa channels of the plasma membrane in ABA-induced stomatal closure. Moreover, CG and GCG represent a new tool for the study of abiotic or biotic stress-induced signal transduction pathways.
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Affiliation(s)
- Kanane Sato
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Shunya Saito
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Kohsuke Endo
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Masaru Kono
- Department of BiologyGraduate School of ScienceUniversity of TokyoBunkyo‐ku113‐0033Japan
| | - Taishin Kakei
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Haruka Taketa
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Megumi Kato
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Shin Hamamoto
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Matteo Grenzi
- Department of BiosciencesUniversity of MilanVia G. Celoria 26Milan20133Italy
| | - Alex Costa
- Department of BiosciencesUniversity of MilanVia G. Celoria 26Milan20133Italy
- Institute of BiophysicsNational Research Council of Italy (CNR)Via G. Celoria 26Milan20133Italy
| | - Shintaro Munemasa
- Graduate School of Environmental and Life ScienceOkayama UniversityTsushimaOkayama700‐8530Japan
| | - Yoshiyuki Murata
- Graduate School of Environmental and Life ScienceOkayama UniversityTsushimaOkayama700‐8530Japan
| | - Yasuhiro Ishimaru
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
| | - Nobuyuki Uozumi
- Department of Biomolecular EngineeringGraduate School of EngineeringTohoku UniversityAobayama 6‐6‐07Sendai980‐8579Japan
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Hwang I, Jin Z, Park JW, Kwon OS, Lim B, Hong M, Kim M, Yu HT, Kim TH, Uhm JS, Joung B, Lee MH, Pak HN. Computational Modeling for Antiarrhythmic Drugs for Atrial Fibrillation According to Genotype. Front Physiol 2021; 12:650449. [PMID: 34054570 PMCID: PMC8155488 DOI: 10.3389/fphys.2021.650449] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 03/22/2021] [Indexed: 01/11/2023] Open
Abstract
Background: The efficacy of antiarrhythmic drugs (AAD) can vary in patients with atrial fibrillation (AF), and the PITX2 gene affects the responsiveness of AADs. We explored the virtual AAD (V-AAD) responses between wild-type and PITX2 +/--deficient AF conditions by realistic in silico AF modeling. Methods: We tested the V-AADs in AF modeling integrated with patients' 3D-computed tomography and 3D-electroanatomical mapping, acquired in 25 patients (68% male, 59.8 ± 9.8 years old, 32.0% paroxysmal type). The ion currents for the PITX2 +/- deficiency and each AAD (amiodarone, sotalol, dronedarone, flecainide, and propafenone) were defined based on previous publications. Results: We compared the wild-type and PITX2 +/- deficiency in terms of the action potential duration (APD90), conduction velocity (CV), maximal slope of restitution (Smax), and wave-dynamic parameters, such as the dominant frequency (DF), phase singularities (PS), and AF termination rates according to the V-AADs. The PITX2 +/--deficient model exhibited a shorter APD90 (p < 0.001), a lower Smax (p < 0.001), mean DF (p = 0.012), PS number (p < 0.001), and a longer AF cycle length (AFCL, p = 0.011). Five V-AADs changed the electrophysiology in a dose-dependent manner. AAD-induced AFCL lengthening (p < 0.001) and reductions in the CV (p = 0.033), peak DF (p < 0.001), and PS number (p < 0.001) were more significant in PITX2 +/--deficient than wild-type AF. PITX2 +/--deficient AF was easier to terminate with class IC AADs than the wild-type AF (p = 0.018). Conclusions: The computational modeling-guided AAD test was feasible for evaluating the efficacy of multiple AADs in patients with AF. AF wave-dynamic and electrophysiological characteristics are different among the PITX2-deficient and the wild-type genotype models.
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Belperain S, Kang ZY, Dunphy A, Priebe B, Chiu NHL, Jia Z. Anti-Inflammatory Effect and Cellular Uptake Mechanism of Carbon Nanodots in in Human Microvascular Endothelial Cells. NANOMATERIALS (BASEL, SWITZERLAND) 2021; 11:1247. [PMID: 34068511 PMCID: PMC8151002 DOI: 10.3390/nano11051247] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 05/04/2021] [Accepted: 05/06/2021] [Indexed: 11/25/2022]
Abstract
Cardiovascular disease (CVD) has become an increasingly important topic in the field of medical research due to the steadily increasing rates of mortality caused by this disease. With recent advancements in nanotechnology, a push for new, novel treatments for CVD utilizing these new materials has begun. Carbon Nanodots (CNDs), are a new form of nanoparticles that have been coveted due to the green synthesis method, biocompatibility, fluorescent capabilities and potential anti-antioxidant properties. With much research pouring into CNDs being used as bioimaging and drug delivery tools, few studies have been completed on their anti-inflammatory potential, especially in the cardiovascular system. CVD begins initially by endothelial cell inflammation. The cause of this inflammation can come from many sources; one being tumor necrosis factor (TNF-α), which can not only trigger inflammation but prolong its existence by causing a storm of pro-inflammatory cytokines. This study investigated the ability of CNDs to attenuate TNF-α induced inflammation in human microvascular endothelial cells (HMEC-1). Results show that CNDs at non-cytotoxic concentrations reduce the expression of pro-inflammatory genes, mainly Interleukin-8 (IL-8), and interleukin 1 beta (IL-1β). The uptake of CNDs by HMEC-1s was examined. Results from the studies involving channel blockers and endocytosis disruptors suggest that uptake takes place by endocytosis. These findings provide insights on the interaction CNDs and endothelial cells undergoing TNF-α induced cellular inflammation.
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Affiliation(s)
- Sarah Belperain
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412, USA; (S.B.); (Z.Y.K.); (A.D.); (B.P.)
| | - Zi Yae Kang
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412, USA; (S.B.); (Z.Y.K.); (A.D.); (B.P.)
| | - Andrew Dunphy
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412, USA; (S.B.); (Z.Y.K.); (A.D.); (B.P.)
| | - Brandon Priebe
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412, USA; (S.B.); (Z.Y.K.); (A.D.); (B.P.)
| | - Norman H. L. Chiu
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, NC 27412, USA;
- Department of Nanoscience, Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, NC 27401, USA
| | - Zhenquan Jia
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412, USA; (S.B.); (Z.Y.K.); (A.D.); (B.P.)
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Dunphy A, Patel K, Belperain S, Pennington A, Chiu NHL, Yin Z, Zhu X, Priebe B, Tian S, Wei J, Yi X, Jia Z. Modulation of Macrophage Polarization by Carbon Nanodots and Elucidation of Carbon Nanodot Uptake Routes in Macrophages. NANOMATERIALS (BASEL, SWITZERLAND) 2021; 11:1116. [PMID: 33925858 PMCID: PMC8145848 DOI: 10.3390/nano11051116] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 04/22/2021] [Accepted: 04/23/2021] [Indexed: 12/27/2022]
Abstract
Atherosclerosis represents an ever-present global concern, as it is a leading cause of cardiovascular disease and an immense public welfare issue. Macrophages play a key role in the onset of the disease state and are popular targets in vascular research and therapeutic treatment. Carbon nanodots (CNDs) represent a type of carbon-based nanomaterial and have garnered attention in recent years for potential in biomedical applications. This investigation serves as a foremost attempt at characterizing the interplay between macrophages and CNDs. We have employed THP-1 monocyte-derived macrophages as our target cell line representing primary macrophages in the human body. Our results showcase that CNDs are non-toxic at a variety of doses. THP-1 monocytes were differentiated into macrophages by treatment with 12-O-tetradecanoylphorbol-13-acetate (TPA) and co-treatment with 0.1 mg/mL CNDs. This co-treatment significantly increased the expression of CD 206 and CD 68 (key receptors involved in phagocytosis) and increased the expression of CCL2 (a monocyte chemoattractant and pro-inflammatory cytokine). The phagocytic activity of THP-1 monocyte-derived macrophages co-treated with 0.1 mg/mL CNDs also showed a significant increase. Furthermore, this study also examined potential entrance routes of CNDs into macrophages. We have demonstrated an inhibition in the uptake of CNDs in macrophages treated with nocodazole (microtubule disruptor), N-phenylanthranilic acid (chloride channel blocker), and mercury chloride (aquaporin channel inhibitor). Collectively, this research provides evidence that CNDs cause functional changes in macrophages and indicates a variety of potential entrance routes.
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Affiliation(s)
- Andrew Dunphy
- Department of Biology, The University of North Carolina at Greensboro 312 Eberhart Building, 321 McIver Street, Greensboro, NC 27402-617, USA; (A.D.); (K.P.); (S.B.); (A.P.); (B.P.)
| | - Kamal Patel
- Department of Biology, The University of North Carolina at Greensboro 312 Eberhart Building, 321 McIver Street, Greensboro, NC 27402-617, USA; (A.D.); (K.P.); (S.B.); (A.P.); (B.P.)
| | - Sarah Belperain
- Department of Biology, The University of North Carolina at Greensboro 312 Eberhart Building, 321 McIver Street, Greensboro, NC 27402-617, USA; (A.D.); (K.P.); (S.B.); (A.P.); (B.P.)
| | - Aubrey Pennington
- Department of Biology, The University of North Carolina at Greensboro 312 Eberhart Building, 321 McIver Street, Greensboro, NC 27402-617, USA; (A.D.); (K.P.); (S.B.); (A.P.); (B.P.)
| | - Norman H. L. Chiu
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, NC 27412, USA;
- Department of Nanoscience, Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, NC 27401, USA; (Z.Y.); (J.W.)
| | - Ziyu Yin
- Department of Nanoscience, Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, NC 27401, USA; (Z.Y.); (J.W.)
| | - Xuewei Zhu
- Department of Internal Medicine, Section on Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27101, USA;
| | - Brandon Priebe
- Department of Biology, The University of North Carolina at Greensboro 312 Eberhart Building, 321 McIver Street, Greensboro, NC 27402-617, USA; (A.D.); (K.P.); (S.B.); (A.P.); (B.P.)
| | - Shaomin Tian
- Department of Microbiology & Immunology, University of North Carolina, Chapel Hill, NC 27599, USA;
| | - Jianjun Wei
- Department of Nanoscience, Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, NC 27401, USA; (Z.Y.); (J.W.)
| | - Xianwen Yi
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA;
- McAllister Heart Institute, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Zhenquan Jia
- Department of Biology, The University of North Carolina at Greensboro 312 Eberhart Building, 321 McIver Street, Greensboro, NC 27402-617, USA; (A.D.); (K.P.); (S.B.); (A.P.); (B.P.)
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Cholasseri R, De S. Dual-Site Binding of Quaternary Ammonium Ions as Internal K +-Ion Channel Blockers: Nonclassical (C-H···O) H Bonding vs Dispersive (C-H···H-C) Interaction. J Phys Chem B 2021; 125:86-100. [PMID: 33371683 DOI: 10.1021/acs.jpcb.0c09604] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A molecular-level study of the influence of the alkyl chain length of quaternary ammonium ions (QAs) on the blocking action and the mode of binding with the bacterial KcsA K+-ion channel is carried out by molecular dynamics (MD) simulations as well as quantum mechanics/molecular mechanics (QM/MM) methods. The present work unveils distinct modes of binding for different QAs, due to differences in size and hydrophobicity. The QAs bind near the channel gate as well as at the central cavity, leading to a possible dual-site blocking action. Small-sized tetraethylammonium (TEA) and tetrabutylammonium (TBA) ions enter inside the channel cavity in the open state of KcsA but bind strongly in the closed state. TEA binds to the polar hydroxyl group of threonine residues situated at the channel gate via nonclassical H-bonding interaction (C-H···O), while TBA binds to a second binding site, the central cavity, with hydrophobic benzyl and sec-butyl side chains of phenylalanine and isoleucine residues via alkyl-π and hydrophobic interactions (C-H···H-C). On the contrary, large tetrahexylammonium (THA) and tetraoctylammonium (TOA) ions bind the hydrophobic side-chain methyl and isopropyl of alanine and valine at the channel gate both in the open and closed states, thereby restricting the free movement of large QAs toward the center of the cavity. However, the binding to the hydrophobic benzyl and sec-butyl side chains of phenylalanine and isoleucine residues in the closed state is thermodynamically preferable. Also, the binding energy is found to increase with an increase in the alkyl chain length from ethyl (-16.4 kcal/mol) to octyl (-65.5 kcal/mol), due to an almost linear increase in dispersive interaction.
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Affiliation(s)
- Rinsha Cholasseri
- Theoretical and Computational Chemistry Laboratory, Department of Chemistry, National Institute of Technology Calicut, Kozhikode, Kerala 673 601, India
| | - Susmita De
- Department of Applied Chemistry, Cochin University of Science and Technology, Trikakkara, Kochi, Kerala 682 022, India.,Inter University Centre for Nanomaterials and Devices, Cochin University of Science and Technology, Trikakkara, Kochi, Kerala 682 022, India
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Martinez-Matilla M, Blanco-Verea A, Santori M, Ansede-Bermejo J, Ramos-Luis E, Gil R, Bermejo AM, Lotufo-Neto F, Hirata MH, Brisighelli F, Paramo M, Carracedo A, Brion M. Genetic susceptibility in pharmacodynamic and pharmacokinetic pathways underlying drug-induced arrhythmia and sudden unexplained deaths. Forensic Sci Int Genet 2019; 42:203-212. [PMID: 31376648 DOI: 10.1016/j.fsigen.2019.07.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Revised: 07/14/2019] [Accepted: 07/14/2019] [Indexed: 12/21/2022]
Abstract
Drug-induced arrhythmia is an adverse drug reaction that can be potentially fatal since it is mostly related to drug-induced QT prolongation, a known risk factor for Torsade de Pointes and sudden cardiac death (SCD). Several risk factors have been described in association to these drug-induced events, such as preexistent cardiac disease and genetic variation. Our objective was to study the genetic susceptibility in pharmacodynamic and pharmacokinetic pathways underlying suspected drug-induced arrhythmias and sudden unexplained deaths in 32 patients. The genetic component in the pharmacodynamic pathway was studied by analysing 96 genes associated with higher risk of SCD through massive parallel sequencing. Pharmacokinetic-mediated genetic susceptibility was investigated by studying the genes encoding cytochrome P450 enzymes using medium-throughput genotyping. Pharmacodynamic analysis showed three probably pathogenic variants and 45 variants of uncertain significance in 28 patients, several of them previously described in relation to mild or late onset cardiomyopathies. These results suggest that genetic variants in cardiomyopathy genes, in addition to those related with channelopathies, could be relevant to drug-induced cardiotoxicity and contribute to the arrhythmogenic phenotype. Pharmacokinetic analysis showed three patients that could have an altered metabolism of the drugs they received involving CYP2C19 and/or CYP2D6, probably contributing to the arrhythmogenic phenotype. The study of genetic variants in both pharmacodynamic and pharmacokinetic pathways may be a useful strategy to understand the multifactorial mechanism of drug-induced events in both clinical practice and forensic field. However, it is necessary to comprehensively study and evaluate the contribution of the genetic susceptibility to drug-induced cardiotoxicity.
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Affiliation(s)
- M Martinez-Matilla
- Xenética Cardiovascular, Instituto de Investigación Sanitaria de Santiago de Compostela, Complexo Hospitalario Universitario de Santiago, Santiago de Compostela (A Coruña), Spain; Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain.
| | - A Blanco-Verea
- Xenética Cardiovascular, Instituto de Investigación Sanitaria de Santiago de Compostela, Complexo Hospitalario Universitario de Santiago, Santiago de Compostela (A Coruña), Spain; Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - M Santori
- Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - J Ansede-Bermejo
- Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain; Centro Nacional de Genotipado-CeGen-USC-PRB3-ISCIII, Santiago de Compostela, Spain
| | - E Ramos-Luis
- Xenética Cardiovascular, Instituto de Investigación Sanitaria de Santiago de Compostela, Complexo Hospitalario Universitario de Santiago, Santiago de Compostela (A Coruña), Spain; Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - R Gil
- Xenética Cardiovascular, Instituto de Investigación Sanitaria de Santiago de Compostela, Complexo Hospitalario Universitario de Santiago, Santiago de Compostela (A Coruña), Spain; Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain
| | - A M Bermejo
- Instituto de Ciencias Forenses "Luis Concheiro" (INCIFOR), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - F Lotufo-Neto
- Psiquiatry Institute - Faculty of Medicine at University of São Paulo, São Paulo, Brazil
| | - M H Hirata
- Institute Dante Pazzanese of Cardiology, São Paulo, Brazil; School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - F Brisighelli
- Institute of Public Health, Section of Legal Medicine, Università Cattolica del Sacro Cuore, Rome, Italy
| | - M Paramo
- Servizo de Psiquiatría, Complexo Hospitalario Universitario de Santiago de Compostela (CHUS), Servizo Galego de Saúde (SERGAS), Santiago de Compostela, Spain
| | - A Carracedo
- Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain; Centro Nacional de Genotipado-CeGen-USC-PRB3-ISCIII, Santiago de Compostela, Spain
| | - M Brion
- Xenética Cardiovascular, Instituto de Investigación Sanitaria de Santiago de Compostela, Complexo Hospitalario Universitario de Santiago, Santiago de Compostela (A Coruña), Spain; Grupo de Medicina Xenómica, Universidade de Santiago de Compostela, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Santiago de Compostela, Spain; Centro Nacional de Genotipado-CeGen-USC-PRB3-ISCIII, Santiago de Compostela, Spain
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Sahli Costabal F, Yao J, Sher A, Kuhl E. Predicting critical drug concentrations and torsadogenic risk using a multiscale exposure-response simulator. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2019; 144:61-76. [PMID: 30482568 PMCID: PMC6483901 DOI: 10.1016/j.pbiomolbio.2018.10.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 09/21/2018] [Accepted: 10/11/2018] [Indexed: 12/12/2022]
Abstract
Torsades de pointes is a serious side effect of many drugs that can trigger sudden cardiac death, even in patients with structurally normal hearts. Torsadogenic risk has traditionally been correlated with the blockage of a specific potassium channel and a prolonged recovery period in the electrocardiogram. However, the precise mechanisms by which single channel block translates into heart rhythm disorders remain incompletely understood. Here we establish a multiscale exposure-response simulator that converts block-concentration characteristics from single cell recordings into three-dimensional excitation profiles and electrocardiograms to rapidly assess torsadogenic risk. For the drug dofetilide, we characterize the QT interval and heart rate at different drug concentrations and identify the critical concentration at the onset of torsades de pointes: For dofetilide concentrations of 2x, 3x, and 4x, as multiples of the free plasma concentration Cmax = 2.1 nM, the QT interval increased by +62.0%, +71.2%, and +82.3% compared to baseline, and the heart rate changed by -21.7%, -23.3%, and +88.3%. The last number indicates that, at the critical concentration of 4x, the heart spontaneously developed an episode of a torsades-like arrhythmia. Strikingly, this critical drug concentration is higher than the concentration estimated from early afterdepolarizations in single cells and lower than in one-dimensional cable models. Our results highlight the importance of whole heart modeling and explain, at least in part, why current regulatory paradigms often fail to accurately quantify the pro-arrhythmic potential of a drug. Our exposure-response simulator could provide a more mechanistic assessment of pro-arrhythmic risk and help establish science-based guidelines to reduce rhythm disorders, design safer drugs, and accelerate drug development.
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Affiliation(s)
| | - Jiang Yao
- Dassault Systèmes Simulia Corporation, Johnston, RI, 02919, United States
| | - Anna Sher
- Internal Medicine Research Unit, Pfizer Inc, Cambridge, MA, 02139, United States
| | - Ellen Kuhl
- Department of Mechanical Engineering, Stanford University, Stanford, CA, 94305, United States.
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Sahli Costabal F, Yao J, Kuhl E. Predicting the cardiac toxicity of drugs using a novel multiscale exposure-response simulator. Comput Methods Biomech Biomed Engin 2018; 21:232-246. [PMID: 29493299 PMCID: PMC6361171 DOI: 10.1080/10255842.2018.1439479] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
A common but serious side effect of many drugs is torsades de pointes, a rhythm disorder that can have fatal consequences. Torsadogenic risk has traditionally been associated with blockage of a specific potassium channel and an increased recovery period in the electrocardiogram. However, the mechanisms that trigger torsades de pointes remain incompletely understood. Here we establish a computational model to explore how drug-induced effects propagate from the single channel, via the single cell, to the whole heart level. Our mechanistic exposure-response simulator translates block-concentration characteristics for arbitrary drugs into three-dimensional excitation profiles and electrocardiogram recordings to rapidly assess torsadogenic risk. For the drug of dofetilide, we show that this risk is highly dose-dependent: at a concentration of 1x, QT prolongation is 55% but the heart maintains its regular sinus rhythm; at 5.7x, QT prolongation is 102% and the heart spontaneously transitions into torsades de points; at 30x, QT prolongation is 132% and the heart adapts a quasi-depolarized state with numerous rapidly flickering local excitations. Our simulations suggest that neither potassium channel blockage nor QT interval prolongation alone trigger torsades de pointes. The underlying mechanism predicted by our model is early afterdepolarization, which translates into pronounced U waves in the electrocardiogram, a signature that is correctly predicted by our model. Beyond the risk assessment of existing drugs, our exposure-response simulator can become a powerful tool to optimize the co-administration of drugs and, ultimately, guide the design of new drugs toward reducing life threatening drug-induced rhythm disorders in the heart.
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Affiliation(s)
- Francisco Sahli Costabal
- a Departments of Mechanical Engineering, Bioengineering, and Cardiothoracic Surgery , Stanford University , CA , USA
| | - Jiang Yao
- b Dassault Systèmes Simulia Corporation , Johnston , RI , USA
| | - Ellen Kuhl
- a Departments of Mechanical Engineering, Bioengineering, and Cardiothoracic Surgery , Stanford University , CA , USA
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Poluzzi E, Diemberger I, De Ridder M, Koci A, Clo M, Oteri A, Pecchioli S, Bezemer I, Schink T, Pilgaard Ulrichsen S, Boriani G, Sturkenboom MCJ, De Ponti F, Trifirò G. Use of antihistamines and risk of ventricular tachyarrhythmia: a nested case-control study in five European countries from the ARITMO project. Eur J Clin Pharmacol 2017; 73:1499-1510. [PMID: 28831527 DOI: 10.1007/s00228-017-2317-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 08/03/2017] [Indexed: 11/29/2022]
Abstract
PURPOSE After regulatory restrictions for terfenadine and astemizole in '90s, only scarce evidence on proarrhythmic potential of antihistamines has been published. We evaluate the risk of ventricular tachyarrhythmia (VA) related to the use of individual antihistamines. METHODS A matched case-control study nested in a cohort of new users of antihistamines was conducted within the EU-funded ARITMO project. Data on 1997-2010 were retrieved from seven healthcare databases: AARHUS (Denmark), GEPARD (Germany), HSD and ERD (Italy), PHARMO and IPCI (Netherlands) and THIN (UK). Cases of VA were selected and up to 100 controls were matched to each case. The odds ratio (OR) of current use for individual antihistamines (AHs) was estimated using conditional logistic regression. RESULTS For agents largely used to prevent allergic symptoms, such as cetirizine, levocetirizine, loratadine, desloratadine and fexofenadine, we found no VA risk. A statistically significant, increased risk of VA was found only for current use of cyclizine in the pooled analysis (ORadj, 5.3; 3.6-7.6) and in THIN (ORadj, 5.3; 95% CI, 3.7-7.6), for dimetindene in GEPARD (ORadj, 3.9; 1.1-14.7) and for ebastine in GEPARD (ORadj, 3.3; 1.1-10.8) and PHARMO (ORadj, 4.6; 1.3-16.2). CONCLUSIONS The risk of VA associated with a few specific antihistamines could be ascribable to heterogeneity in pattern of use or in receptor binding profile.
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Affiliation(s)
- Elisabetta Poluzzi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
| | - I Diemberger
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - M De Ridder
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands
| | - A Koci
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - M Clo
- Regione Emilia Romagna Health Authority, Bologna, Italy
| | - A Oteri
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands.,Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - S Pecchioli
- Health Search, Italian College of General Practitioners, Florence, Italy.,Regional Agency for Healthcare Services of Tuscany, Florence, Italy
| | - I Bezemer
- PHARMO Institute for Drug Outcomes Research, Utrecht, Netherlands
| | - T Schink
- Leibniz Institute for Epidemiology and Prevention Research - BIPS, Bremen, Germany
| | - S Pilgaard Ulrichsen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - G Boriani
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy.,Cardiology Division, Department of Diagnostics, Clinical and Public Health Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - M C J Sturkenboom
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands
| | - F De Ponti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - G Trifirò
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands.,Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
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