A human iPSC-based platform for functional toxicity screening of CNS-targeted RNA therapeutics

IF 2.1 4区 医学 Q4 PHARMACOLOGY & PHARMACY
Katerina Pitsa, Benoit Samson-Couterie, Jeroen Stein, Charles Leach, Silke Schwengberg, Shushant Jain
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引用次数: 0

Abstract

Human induced pluripotent stem cell (iPSC)-derived neural co-cultures are increasingly recognized as powerful, physiologically relevant systems for modeling central nervous system (CNS) biology in vitro. In the context of RNA-based therapeutics, particularly antisense oligonucleotides (ASOs), CNS toxicity remains a major safety concern during drug development. To address this, we developed a human iPSC-based platform capable of high-throughput functional toxicity screening using calcium imaging as a readout for neuronal network activity.
The platform employs iPSC-derived neurons and astrocytes co-cultured in 384-well plates, enabling scalable assessment of calcium transient dynamics. Key metrics—calcium peak rate (0.15–0.25 Hz), amplitude (ΔF/F ≈ 1.5–2), and oscillation score (80–100%)—were stable under vehicle conditions with <15% inter-well coefficient of variation, confirming assay reproducibility and robustness.
Seventy preclinical ASO candidates were screened, revealing three distinct toxicity profiles based on suppression of spontaneous calcium oscillations. Group 1 ASOs were classified as highly neurotoxic, causing >60% suppression of oscillation scores with no recovery during a 15-min observation period. These candidates correlated with seizures and convulsions observed in vivo, consistent with data from Hagedorn et al. (Nucleic Acid Ther., 2022). Group 2 ASOs exhibited intermediate toxicity, with partial recovery (20–30%) of calcium activity and were associated with milder behavioral phenotypes. Group 3 ASOs maintained normal calcium activity even at high concentrations (up to 100 μM), indicating a lack of neurotoxicity.
Importantly, the in vitro calcium oscillation scores showed an ~80% correlation with CNS toxicity outcomes in rodent models, supporting the translational relevance of the assay. Furthermore, the platform was employed to guide ASO sequence modifications that mitigated neurotoxicity. One optimized ASO demonstrated a significant improvement in calcium oscillation score (~40% compared to baseline) without loss of intended therapeutic activity.
This study underscores the utility of human iPSC-derived neural co-cultures for early-stage, functional neurotoxicity screening of CNS-targeted RNA therapeutics. The platform offers a scalable, human-relevant alternative to animal testing, supporting safer and more efficient ASO drug development.
基于人类ipsc的cns靶向RNA治疗药物功能毒性筛选平台
人类诱导多能干细胞(iPSC)衍生的神经共培养越来越被认为是一种强大的、与生理相关的体外中枢神经系统(CNS)生物学建模系统。在基于rna的治疗方法中,特别是反义寡核苷酸(ASOs),中枢神经系统毒性仍然是药物开发过程中的一个主要安全问题。为了解决这个问题,我们开发了一个基于人类ipsc的平台,能够使用钙成像作为神经网络活动的读数进行高通量功能性毒性筛选。该平台采用ipsc衍生的神经元和星形胶质细胞在384孔板中共培养,可扩展评估钙瞬态动力学。关键指标——钙峰率(0.15-0.25 Hz)、振幅(ΔF/F≈1.5-2)和振荡评分(80-100%)——在井间变异系数为<;15%的车辆条件下稳定,证实了试验的重复性和稳健性。筛选了70个临床前ASO候选药物,揭示了基于抑制自发钙振荡的三种不同的毒性特征。第1组ASOs为高度神经毒性,在15分钟的观察期内,振荡评分下降60%,无恢复。这些候选者与体内观察到的癫痫发作和惊厥相关,与Hagedorn等人的数据一致。, 2022)。第2组ASOs表现出中等毒性,钙活性部分恢复(20-30%),并伴有较温和的行为表型。3组ASOs即使在高浓度(高达100 μM)下也能保持正常的钙活性,表明没有神经毒性。重要的是,在啮齿动物模型中,体外钙振荡评分与中枢神经系统毒性结果的相关性为80%,支持了该分析的翻译相关性。此外,该平台还用于指导ASO序列修改,以减轻神经毒性。一种优化的ASO显示钙振荡评分显著改善(与基线相比~40%),而未失去预期的治疗活性。这项研究强调了人类ipsc衍生的神经共培养在早期中枢神经系统靶向RNA治疗的功能性神经毒性筛选中的应用。该平台提供了一种可扩展的、与人类相关的动物试验替代方案,支持更安全、更有效的ASO药物开发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of pharmacological and toxicological methods
Journal of pharmacological and toxicological methods PHARMACOLOGY & PHARMACY-TOXICOLOGY
CiteScore
3.60
自引率
10.50%
发文量
56
审稿时长
26 days
期刊介绍: Journal of Pharmacological and Toxicological Methods publishes original articles on current methods of investigation used in pharmacology and toxicology. Pharmacology and toxicology are defined in the broadest sense, referring to actions of drugs and chemicals on all living systems. With its international editorial board and noted contributors, Journal of Pharmacological and Toxicological Methods is the leading journal devoted exclusively to experimental procedures used by pharmacologists and toxicologists.
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