使用体外数据和基于单细胞的计算机模型对药物致心律失常风险的早期评估:概念验证

IF 2.8 4区 医学 Q2 TOXICOLOGY Toxicology Mechanisms and Methods Pub Date : 2017-02-01 DOI:10.1080/15376516.2016.1256460
Mitra Abbasi, B. Small, N. Patel, M. Jamei, S. Polak
{"title":"使用体外数据和基于单细胞的计算机模型对药物致心律失常风险的早期评估:概念验证","authors":"Mitra Abbasi, B. Small, N. Patel, M. Jamei, S. Polak","doi":"10.1080/15376516.2016.1256460","DOIUrl":null,"url":null,"abstract":"Abstract Background and purpose: To determine the predictive performance of in silico models using drug-specific preclinical cardiac electrophysiology data to investigate drug-induced arrhythmia risk (e.g. Torsade de pointes (TdP)) in virtual human subjects. Experimental approach: To assess drug proarrhythmic risk, we used a set of in vitro electrophysiological measurements describing ion channel inhibition triggered by the investigated drugs. The Cardiac Safety Simulator version 2.0 (CSS; Simcyp, Sheffield, UK) platform was used to simulate human left ventricular cardiac myocyte action potential models. Results: This study shows the impact of drug concentration changes on particular ionic currents by using available experimental data. The simulation results display safety threshold according to drug concentration threshold and log (threshold concentration/ effective therapeutic plasma concentration (ETPC)). Conclusion and implications: We reproduced the underlying biophysical characteristics of cardiac cells resulted in effects of drugs associated with cardiac arrhythmias (action potential duration (APD) and QT prolongation and TdP) which were observed in published 3D simulations, yet with much less computational burden.","PeriodicalId":49117,"journal":{"name":"Toxicology Mechanisms and Methods","volume":"27 1","pages":"88 - 99"},"PeriodicalIF":2.8000,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/15376516.2016.1256460","citationCount":"16","resultStr":"{\"title\":\"Early assessment of proarrhythmic risk of drugs using the in vitro data and single-cell-based in silico models: proof of concept\",\"authors\":\"Mitra Abbasi, B. Small, N. Patel, M. Jamei, S. Polak\",\"doi\":\"10.1080/15376516.2016.1256460\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract Background and purpose: To determine the predictive performance of in silico models using drug-specific preclinical cardiac electrophysiology data to investigate drug-induced arrhythmia risk (e.g. Torsade de pointes (TdP)) in virtual human subjects. Experimental approach: To assess drug proarrhythmic risk, we used a set of in vitro electrophysiological measurements describing ion channel inhibition triggered by the investigated drugs. The Cardiac Safety Simulator version 2.0 (CSS; Simcyp, Sheffield, UK) platform was used to simulate human left ventricular cardiac myocyte action potential models. Results: This study shows the impact of drug concentration changes on particular ionic currents by using available experimental data. The simulation results display safety threshold according to drug concentration threshold and log (threshold concentration/ effective therapeutic plasma concentration (ETPC)). Conclusion and implications: We reproduced the underlying biophysical characteristics of cardiac cells resulted in effects of drugs associated with cardiac arrhythmias (action potential duration (APD) and QT prolongation and TdP) which were observed in published 3D simulations, yet with much less computational burden.\",\"PeriodicalId\":49117,\"journal\":{\"name\":\"Toxicology Mechanisms and Methods\",\"volume\":\"27 1\",\"pages\":\"88 - 99\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2017-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1080/15376516.2016.1256460\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Toxicology Mechanisms and Methods\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/15376516.2016.1256460\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"TOXICOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Toxicology Mechanisms and Methods","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/15376516.2016.1256460","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"TOXICOLOGY","Score":null,"Total":0}
引用次数: 16

摘要

摘要背景和目的:使用药物特异性临床前心脏电生理学数据来确定计算机模型的预测性能,以研究虚拟人受试者中药物诱导的心律失常风险(如尖端扭转(TdP))。实验方法:为了评估药物致心律失常的风险,我们使用了一组描述所研究药物引发的离子通道抑制的体外电生理测量。心脏安全模拟器2.0版(CSS;Simcyp,Sheffield,UK)平台用于模拟人类左心室心肌细胞动作电位模型。结果:本研究利用现有的实验数据显示了药物浓度变化对特定离子电流的影响。模拟结果根据药物浓度阈值和log(阈值浓度/有效治疗血浆浓度(ETPC))显示安全阈值。结论和意义:我们再现了心脏细胞的潜在生物物理特征,导致了与心律失常相关的药物的影响(动作电位持续时间(APD)、QT延长和TdP),这些药物在已发表的3D模拟中观察到,但计算负担要小得多。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Early assessment of proarrhythmic risk of drugs using the in vitro data and single-cell-based in silico models: proof of concept
Abstract Background and purpose: To determine the predictive performance of in silico models using drug-specific preclinical cardiac electrophysiology data to investigate drug-induced arrhythmia risk (e.g. Torsade de pointes (TdP)) in virtual human subjects. Experimental approach: To assess drug proarrhythmic risk, we used a set of in vitro electrophysiological measurements describing ion channel inhibition triggered by the investigated drugs. The Cardiac Safety Simulator version 2.0 (CSS; Simcyp, Sheffield, UK) platform was used to simulate human left ventricular cardiac myocyte action potential models. Results: This study shows the impact of drug concentration changes on particular ionic currents by using available experimental data. The simulation results display safety threshold according to drug concentration threshold and log (threshold concentration/ effective therapeutic plasma concentration (ETPC)). Conclusion and implications: We reproduced the underlying biophysical characteristics of cardiac cells resulted in effects of drugs associated with cardiac arrhythmias (action potential duration (APD) and QT prolongation and TdP) which were observed in published 3D simulations, yet with much less computational burden.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
3.10%
发文量
66
期刊介绍: Toxicology Mechanisms and Methods is a peer-reviewed journal whose aim is twofold. Firstly, the journal contains original research on subjects dealing with the mechanisms by which foreign chemicals cause toxic tissue injury. Chemical substances of interest include industrial compounds, environmental pollutants, hazardous wastes, drugs, pesticides, and chemical warfare agents. The scope of the journal spans from molecular and cellular mechanisms of action to the consideration of mechanistic evidence in establishing regulatory policy. Secondly, the journal addresses aspects of the development, validation, and application of new and existing laboratory methods, techniques, and equipment. A variety of research methods are discussed, including: In vivo studies with standard and alternative species In vitro studies and alternative methodologies Molecular, biochemical, and cellular techniques Pharmacokinetics and pharmacodynamics Mathematical modeling and computer programs Forensic analyses Risk assessment Data collection and analysis.
期刊最新文献
Single-cell sequencing reveals lung cell fate evolution initiated by smoking to explore gene predictions of correlative diseases The ameliorative effect of Lactobacillus paracasei BEJ01 against FB1 induced spermatogenesis disturbance, testicular oxidative stress and histopathological damage. A studyforrest extension, MEG recordings while watching the audio-visual movie "Forrest Gump". Safety assessment of a novel, dietary pyrroloquinoline quinone disodium salt (mnemoPQQ®) Neuroprotective effect of Morin via TrkB/Akt pathway against diabetes mediated oxidative stress and apoptosis in neuronal cells
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1