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Identification of genomic biomarkers for anthracycline-induced cardiotoxicity in human iPSC-derived cardiomyocytes: an in vitro repeated exposure toxicity approach for safety assessment

机译:鉴定蒽环类药物诱导的人iPSC心肌细胞心脏毒性的基因组生物标志物:用于安全性评估的体外重复暴露毒性方法

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摘要

The currently available techniques for the safety evaluation of candidate drugs are usually cost-intensive and time-consuming and are often insufficient to predict human relevant cardiotoxicity. The purpose of this study was to develop an in vitro repeated exposure toxicity methodology allowing the identification of predictive genomics biomarkers of functional relevance for drug-induced cardiotoxicity in human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs). The hiPSC-CMs were incubated with 156 nM doxorubicin, which is a well-characterized cardiotoxicant, for 2 or 6 days followed by washout of the test compound and further incubation in compound-free culture medium until day 14 after the onset of exposure. An xCELLigence Real-Time Cell Analyser was used to monitor doxorubicin-induced cytotoxicity while also monitoring functional alterations of cardiomyocytes by counting of the beating frequency of cardiomyocytes. Unlike single exposure, repeated doxorubicin exposure resulted in long-term arrhythmic beating in hiPSC-CMs accompanied by significant cytotoxicity. Global gene expression changes were studied using microarrays and bioinformatics tools. Analysis of the transcriptomic data revealed early expression signatures of genes involved in formation of sarcomeric structures, regulation of ion homeostasis and induction of apoptosis. Eighty-four significantly deregulated genes related to cardiac functions, stress and apoptosis were validated using real-time PCR. The expression of the 84 genes was further studied by real-time PCR in hiPSC-CMs incubated with daunorubicin and mitoxantrone, further anthracycline family members that are also known to induce cardiotoxicity. A panel of 35 genes was deregulated by all three anthracycline family members and can therefore be expected to predict the cardiotoxicity of compounds acting by similar mechanisms as doxorubicin, daunorubicin or mitoxantrone. The identified gene panel can be applied in the safety assessment of novel drug candidates as well as available therapeutics to identify compounds that may cause cardiotoxicity.Electronic supplementary materialThe online version of this article (doi:10.1007/s00204-015-1623-5) contains supplementary material, which is available to authorized users.
机译:用于候选药物安全性评估的当前可用技术通常成本高昂且费时,并且常常不足以预测人类相关的心脏毒性。这项研究的目的是开发一种体外重复暴露毒性方法,以鉴定与药物诱导的人多能干细胞源性心肌细胞(hiPSC-CMs)的心脏毒性功能相关的预测基因组学生物标志物。将hiPSC-CM与156 nM阿霉素(一种特征明确的心脏毒性剂)孵育2或6天,然后洗去测试化合物,并在无化合物的培养基中进一步孵育直至暴露开始后第14天。 xCELLigence实时细胞分析仪用于监测阿霉素诱导的细胞毒性,同时还可以通过计算心肌细胞的跳动频率来监测心肌细胞的功能改变。与单次暴露不同,重复的阿霉素暴露会导致hiPSC-CM中长期的心律不齐跳动,并伴有明显的细胞毒性。使用微阵列和生物信息学工具研究了全球基因表达的变化。对转录组数据的分析揭示了参与肌节结构形成,离子稳态调节和凋亡诱导的基因的早期表达特征。使用实时PCR验证了与心脏功能,压力和凋亡相关的84个显着失调的基因。通过实时PCR在与柔红霉素和米托蒽醌温育的hiPSC-CM中进一步研究了这84个基因的表达,柔红霉素和米托蒽醌是另外的蒽环类家族成员,也已知会引起心脏毒性。这三个蒽环家族的所有成员都下调了35个基因的组,因此可以预期预测与阿霉素,柔红霉素或米托蒽醌具有相似作用机理的化合物的心脏毒性。鉴定出的基因组可用于新型药物候选者的安全性评估以及可用的治疗方法,以鉴定可能引起心脏毒性的化合物。电子补充材料本文的在线版本(doi:10.1007 / s00204-015-1623-5)包含补充材料,授权用户可以使用。

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