Predicting oncology drug-induced cardiotoxicity with donor-specific iPSC-CMs-a proof-of-concept study with doxorubicin.

IF 3.4 3区 医学 Q2 TOXICOLOGY
Li Pang, Chengzhong Cai, Praful Aggarwal, Dong Wang, Vikrant Vijay, Prathyusha Bagam, Jacob Blamer, Andrea Matter, Amy Turner, Lijun Ren, Katy Papineau, Vinodh Srinivasasainagendra, Hemant K Tiwari, Xi Yang, Laura Schnackenberg, William Mattes, Ulrich Broeckel
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Abstract

Many oncology drugs have been found to induce cardiotoxicity in a subset of patients, which significantly limits their clinical use and impedes the benefit of lifesaving anticancer treatments. Human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) carry donor-specific genetic information and have been proposed for exploring the interindividual difference in oncology drug-induced cardiotoxicity. Herein, we evaluated the inter- and intraindividual variability of iPSC-CM-related assays and presented a proof of concept to prospectively predict doxorubicin (DOX)-induced cardiotoxicity (DIC) using donor-specific iPSC-CMs. Our findings demonstrated that donor-specific iPSC-CMs exhibited greater line-to-line variability than the intraindividual variability in impedance cytotoxicity and transcriptome assays. The variable and dose-dependent cytotoxic responses of iPSC-CMs resembled those observed in clinical practice and largely replicated the reported mechanisms. By categorizing iPSC-CMs into resistant and sensitive cell lines based on their time- and concentration-related phenotypic responses to DOX, we found that the sensitivity of donor-specific iPSC-CMs to DOX may predict in vivo DIC risk. Furthermore, we identified a differentially expressed gene, DND microRNA-mediated repression inhibitor 1 (DND1), between the DOX-resistant and DOX-sensitive iPSC-CMs. Our results support the utilization of donor-specific iPSC-CMs in assessing interindividual differences in DIC. Further studies will encompass a large panel of donor-specific iPSC-CMs to identify potential novel molecular and genetic biomarkers for predicting DOX and other oncology drug-induced cardiotoxicity.

利用捐献者特异性 iPSC-CM 预测肿瘤药物诱发的心脏毒性--一项关于多柔比星的概念验证研究。
研究发现,许多肿瘤药物会对部分患者产生心脏毒性,这极大地限制了这些药物在临床上的使用,阻碍了救命抗癌治疗的效果。人类诱导多能干细胞衍生心肌细胞(iPSC-CMs)携带供体特异性遗传信息,已被提议用于探索肿瘤药物诱导心脏毒性的个体间差异。在此,我们评估了iPSC-CM相关测定的个体间和个体内变异性,并提出了利用供体特异性iPSC-CM前瞻性预测多柔比星(DOX)诱导的心脏毒性(DIC)的概念验证。我们的研究结果表明,在阻抗细胞毒性和转录组测定中,供体特异性iPSC-CMs表现出的线对线变异性大于个体内变异性。iPSC-CMs的细胞毒性反应可变且与剂量相关,与临床实践中观察到的反应相似,并在很大程度上复制了已报道的机制。通过根据 iPSC-CMs 对 DOX 的时间和浓度相关表型反应将其分为耐药和敏感细胞系,我们发现供体特异性 iPSC-CMs 对 DOX 的敏感性可预测体内 DIC 风险。此外,我们还在耐 DOX 和对 DOX 敏感的 iPSC-CMs 之间发现了一个差异表达基因,即 DND microRNA 介导的抑制抑制因子 1(DND1)。我们的研究结果支持利用供体特异性 iPSC-CMs 评估 DIC 的个体间差异。进一步的研究将包括大量供体特异性iPSC-CMs,以鉴定潜在的新型分子和遗传生物标记物,用于预测DOX和其他肿瘤药物诱导的心脏毒性。
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来源期刊
Toxicological Sciences
Toxicological Sciences 医学-毒理学
CiteScore
7.70
自引率
7.90%
发文量
118
审稿时长
1.5 months
期刊介绍: The mission of Toxicological Sciences, the official journal of the Society of Toxicology, is to publish a broad spectrum of impactful research in the field of toxicology. The primary focus of Toxicological Sciences is on original research articles. The journal also provides expert insight via contemporary and systematic reviews, as well as forum articles and editorial content that addresses important topics in the field. The scope of Toxicological Sciences is focused on a broad spectrum of impactful toxicological research that will advance the multidisciplinary field of toxicology ranging from basic research to model development and application, and decision making. Submissions will include diverse technologies and approaches including, but not limited to: bioinformatics and computational biology, biochemistry, exposure science, histopathology, mass spectrometry, molecular biology, population-based sciences, tissue and cell-based systems, and whole-animal studies. Integrative approaches that combine realistic exposure scenarios with impactful analyses that move the field forward are encouraged.
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