Advanced Cardiovascular Toxicity Screening: Integrating Human iPSC-Derived Cardiomyocytes with In Silico Models

Author:

Berezhnoy Andrey,Sinitsyna Anastasiya,Semidetnov Ivan,Naumov Vadim,Sergeeva Tatyana,Bakumenko Sergey,Slotvitsky Mikhail,Tsvelaya Valeriya,Agladze Konstantin

Abstract

AbstractThe pharmaceutical industry is evolving with the use of hiPSC-derived cardiomyocytes (hiPSC-CM) for in vitro cardiac safety screening. Traditional reliance on QT interval prolongation as a main cardiotoxicity marker is being challenged. In addition, Comprehensive In Vitro Proarrhythmia Assay (CiPA) initiative recommends using computer modeling and in silico platforms as more comprehensive approach for cardiotoxicity testing in conjunction with hiPSC-CM in vitro screening. Our study presents such an innovative platform that integrates in vitro hiPSC-CM propagation test with in silico models to assess cardiotoxicity. Utilizing the electrophysiological and morphological characteristics of hiPSC-CM, we offer a thorough evaluation of potential drug-induced cardiac risks by computer modelling. We show, using the example of lidocaine and other antiarrhythmics, that using a integrative experimental and computer platform, the possibility to correctly display the clinical manifestations of side effects in advance.

Publisher

Cold Spring Harbor Laboratory

Reference30 articles.

1. Non-cardiac QTc-prolonging drugs and the risk of sudden cardiac death

2. Committee for Proprietary Medicinal Products (CPMP/986/96) London: EMEA; Points to consider: The assessment of the potential for QT interval prolongation by non-cardiovascular medicinal products. December 17, 1997

3. Prediction of arrhythmia susceptibility through mathematical modeling and machine learning

4. An evaluation of hERG current assay performance: Translating preclinical safety studies to clinical QT prolongation

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3