Refining the Human iPSC-Cardiomyocyte Arrhythmic Risk Assessment Model

被引:102
作者
Guo, Liang [1 ]
Coyle, Luke [1 ]
Abrams, Rory M. C. [1 ]
Kemper, Raymond [1 ]
Chiao, Eric T. [1 ]
Kolaja, Kyle L. [1 ]
机构
[1] Hoffmann La Roche Inc, Early & Invest Drug Disposit & Safety, Nonclin Safety, Nutley, NJ 07110 USA
关键词
cardiotoxicity; arrhythmia; stem cells; cardiomyocytes; label-free technology; investigative toxicology; CELL-DERIVED CARDIOMYOCYTES; QT INTERVAL PROLONGATION; IN-VITRO; CHANNEL TRAFFICKING; HEART-FAILURE; DE-POINTES; DRUGS; CARDIOTOXICITY; TOXICITY; CYTOTOXICITY;
D O I
10.1093/toxsci/kft205
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
Human induced pluripotent stem cellderived cardiomyocytes (hiPS-CMs) are capable of detecting drug-induced clinical arrhythmia, Torsade de Pointes (TdP), and QT prolongation. Efforts herein employ a broad set of structurally diverse drugs to optimize the predictive algorithm for applications in discovery toxicology and cardiac safety screening. The changes in the beat rhythm and rate of a confluent monolayer of hiPS-CMs by 88 marketed and 30 internal discovery compounds were detected with real-time cellular impedance measurement and quantified by measures of arrhythmic beating (IB20, lowest concentration inducing 20% arrhythmic [irregular, atypical] beats in 3 consecutive 20-s sweeps, and predicted proarrhythmic score [PPS]-IB20) or changes in beat rate (BR20, the lowest concentration inducing a reduction in beat rate of 20% at 3 consecutive sweeps compared with the time-matched vehicle control group, and PPS-BR20). Drug-induced arrhythmic beats and reductions in beat rates are predictive of clinical arrhythmia and QT prolongation, respectively. A threshold of 10M for class determination results in 82% in vitro-in vivo concordance for TdP prediction and 91% sensitivity for non-TdP arrhythmia detection, or 83% and 91% if clinically efficacious plasma (effective serum therapeutic concentration [C-eff]) values are incorporated. This human cardiomyocyte arrhythmic risk (hCAR) model provides greater predictivity for torsadogenicity in humans compared with either human ether-a-go-go-related gene (hERG) inhibition (75%) or QT prolongation (81%). The concordance of beat rate reductions to predict clinical QT prolongation is 86%, or 87% when C-eff is considered, which is greater than a hERG signal (80%). Further, arrhythmic beats resulting from cytotoxicity were identified by a distinct arrhythmic beating pattern, which occurred after the onset of cytolethality. This hCAR assay showed increased performance over existing preclinical tools in predicting clinical QT prolongation, arrhythmia, and TdP. Thus, hiPS-CMs are a relevant cell system to improve evaluating cardiac safety liabilities of drug candidates.
引用
收藏
页码:581 / 594
页数:14
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