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      Quantitative Comparison of Effects of Dofetilide, Sotalol, Quinidine, and Verapamil between Human Ex vivo Trabeculae and In silico Ventricular Models Incorporating Inter-Individual Action Potential Variability

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          Abstract

          Background: In silico modeling could soon become a mainstream method of pro-arrhythmic risk assessment in drug development. However, a lack of human-specific data and appropriate modeling techniques has previously prevented quantitative comparison of drug effects between in silico models and recordings from human cardiac preparations. Here, we directly compare changes in repolarization biomarkers caused by dofetilide, dl-sotalol, quinidine, and verapamil, between in silico populations of human ventricular cell models and ex vivo human ventricular trabeculae.

          Methods and Results: Ex vivo recordings from human ventricular trabeculae in control conditions were used to develop populations of in silico human ventricular cell models that integrated intra- and inter-individual variability in action potential (AP) biomarker values. Models were based on the O'Hara-Rudy ventricular cardiomyocyte model, but integrated experimental AP variability through variation in underlying ionic conductances. Changes to AP duration, triangulation and early after-depolarization occurrence from application of the four drugs at multiple concentrations and pacing frequencies were compared between simulations and experiments. To assess the impact of variability in IC50 measurements, and the effects of including state-dependent drug binding dynamics, each drug simulation was repeated with two different IC50 datasets, and with both the original O'Hara-Rudy hERG model and a recently published state-dependent model of hERG and hERG block. For the selective hERG blockers dofetilide and sotalol, simulation predictions of AP prolongation and repolarization abnormality occurrence showed overall good agreement with experiments. However, for multichannel blockers quinidine and verapamil, simulations were not in agreement with experiments across all IC50 datasets and I Kr block models tested. Quinidine simulations resulted in overprolonged APs and high incidence of repolarization abnormalities, which were not observed in experiments. Verapamil simulations showed substantial AP prolongation while experiments showed mild AP shortening.

          Conclusions: Results for dofetilide and sotalol show good agreement between experiments and simulations for selective compounds, however lack of agreement from simulations of quinidine and verapamil suggest further work is needed to understand the more complex electrophysiological effects of these multichannel blocking drugs.

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            Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code

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              Variable channel expression in identified single and electrically coupled neurons in different animals.

              It is often assumed that all neurons of the same cell type have identical intrinsic properties, both within an animal and between animals. We exploited the large size and small number of unambiguously identifiable neurons in the crab stomatogastric ganglion to test this assumption at the level of channel mRNA expression and membrane currents (measured in voltage-clamp experiments). In lateral pyloric (LP) neurons, we saw strong correlations between measured current and the abundance of Shal and BK-KCa mRNAs (encoding the Shal-family voltage-gated potassium channel and large-conductance calcium-activated potassium channel, respectively). We also saw two- to fourfold interanimal variability for three potassium currents and their mRNA expression. Measurements of channel expression in the two electrically coupled pyloric dilator (PD) neurons showed significant interanimal variability, but copy numbers for IH (encoding the hyperpolarization-activated, inward-current channel) and Shal mRNA in the two PD neurons from the same crab were similar, suggesting that the regulation of some currents may be shared in electrically coupled neurons.
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                Author and article information

                Contributors
                Journal
                Front Physiol
                Front Physiol
                Front. Physiol.
                Frontiers in Physiology
                Frontiers Media S.A.
                1664-042X
                18 August 2017
                2017
                : 8
                : 597
                Affiliations
                [1] 1Department of Computer Science, University of Oxford Oxford, United Kingdom
                [2] 2AnaBios Corporation San Diego, CA, United States
                Author notes

                Edited by: Zhilin Qu, University of California, Los Angeles, United States

                Reviewed by: Trine Krogh-Madsen, Weill Cornell Medical College, United States; Eric A. Sobie, Icahn School of Medicine at Mount Sinai, United States

                *Correspondence: Oliver J. Britton oliver.britton@ 123456cs.ox.ac.uk

                This article was submitted to Cardiac Electrophysiology, a section of the journal Frontiers in Physiology

                Article
                10.3389/fphys.2017.00597
                5563361
                28868038
                fcfac853-866f-4cb3-915d-fe6ff6d77a4f
                Copyright © 2017 Britton, Abi-Gerges, Page, Ghetti, Miller and Rodriguez.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 02 June 2017
                : 02 August 2017
                Page count
                Figures: 9, Tables: 1, Equations: 1, References: 52, Pages: 19, Words: 11378
                Funding
                Funded by: National Centre for the Replacement, Refinement and Reduction of Animals in Research 10.13039/501100000849
                Award ID: NC/P00122X/1
                Award ID: NC/P001076/1
                Funded by: Engineering and Physical Sciences Research Council 10.13039/501100000266
                Award ID: EP/K503769/1
                Funded by: Wellcome Trust 10.13039/100004440
                Award ID: 100246/Z/12/Z
                Categories
                Physiology
                Original Research

                Anatomy & Physiology
                safety pharmacology,dofetilide,sotalol,quinidine,verapamil,cardiac modeling
                Anatomy & Physiology
                safety pharmacology, dofetilide, sotalol, quinidine, verapamil, cardiac modeling

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