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Transcriptome Profiling of Patient-Specific Human iPSC-Cardiomyocytes Predicts Individual Drug Safety and Efficacy Responses In Vitro

机译:患者特定的人iPSC心肌细胞的转录组分析可预测个体药物安全性和体外疗效

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摘要

Understanding individual susceptibility to drug-induced cardiotoxicity is key to improving patient safety and preventing drug attrition. Human induced pluripotent stem cells (hiPSCs) enable the study of pharmacological and toxicological responses in patient-specific cardiomyocytes (CMs) and may serve as preclinical platforms for precision medicine. Transcriptome profiling in hiPSC-CMs from seven individuals lacking known cardiovascular disease-associated mutations and in three isogenic human heart tissue and hiPSC-CM pairs showed greater interpatient variation than intra-patient variation, verifying that reprogramming and differentiation preserve patient-specific gene expression, particularly in metabolic and stress-response genes. Transcriptomebasedtoxicology analysis predicted and risk-stratified patient-specific susceptibility to cardiotoxicity, and functional assays in hiPSC-CMs using tacrolimus androsiglitazone, drugs targeting pathways predicted to produce cardiotoxicity, validated inter-patient differential responses. CRISPR/Cas9-mediated pathway correction prevented drug-induced cardiotoxicity. Our data suggest that hiPSC-CMs can be used in vitro to predict and validate patient-specific drug safety and efficacy, potentially enabling future clinical approaches to precision medicine.
机译:了解个人对药物引起的心脏毒性的敏感性是提高患者安全性和防止药物消耗的关键。人类诱导的多能干细胞(hiPSC)使得能够研究患者特异性心肌细胞(CMs)的药理和毒理反应,并且可以作为精密医学的临床前平台。来自7个缺乏已知心血管疾病相关突变的个体的hiPSC-CM中的转录组图谱分析,以及3个同基因的人心脏组织和hiPSC-CM对中的转录组图谱显示,患者之间的变异大于患者内部的变异,这证明重编程和分化能保留患者特异性的基因表达,尤其是在代谢和应激反应基因中。基于转录组的毒理学分析可预测和特定风险分层的患者对心脏毒性的敏感性,以及使用他克莫司和rosiglitazone在hiPSC-CMs中进行的功能测定,这些药物的靶向途径可预测产生心脏毒性,从而验证了患者间的差异反应。 CRISPR / Cas9介导的途径校正可预防药物诱导的心脏毒性。我们的数据表明,hiPSC-CMs可以在体外用于预测和验证患者特异性药物的安全性和有效性,从而有可能使将来的精密医学临床方法成为可能。

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