Systems Biology Research Center, School of Bioscience, University of Skövde, Skövde SE-541 28, Sweden.
Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, University of Gothenburg, Sahlgrenska University Hospital, Gothenburg SE-413 45, Sweden.
Toxicol Sci. 2018 May 1;163(1):182-195. doi: 10.1093/toxsci/kfy012.
Anthracyclines, such as doxorubicin, are highly efficient chemotherapeutic agents against a variety of cancers. However, anthracyclines are also among the most cardiotoxic therapeutic drugs presently on the market. Chemotherapeutic-induced cardiomyopathy is one of the leading causes of disease and mortality in cancer survivors. The exact mechanisms responsible for doxorubicin-induced cardiomyopathy are not completely known, but the fact that the cardiotoxicity is dose-dependent and that there is a variation in time-to-onset of toxicity, and gender- and age differences suggests that several mechanisms may be involved. In this study, we investigated doxorubicin-induced cardiotoxicity in human pluripotent stem cell-derived cardiomyocytes using proteomics. In addition, different sources of omics data (protein, mRNA, and microRNA) from the same experimental setup were further combined and analyzed using newly developed methods to identify differential expression in data of various origin and types. Subsequently, the results were integrated in order to generate a combined visualization of the findings. In our experimental model system, we exposed cardiomyocytes derived from human pluripotent stem cells to doxorubicin for up to 2 days, followed by a wash-out period of additionally 12 days. Besides an effect on the cell morphology and cardiomyocyte functionality, the data show a strong effect of doxorubicin on all molecular levels investigated. Differential expression patterns that show a linkage between the proteome, transcriptome, and the regulatory microRNA network, were identified. These findings help to increase the understanding of the mechanisms behind anthracycline-induced cardiotoxicity and suggest putative biomarkers for this condition.
蒽环类药物,如多柔比星,是针对多种癌症的高效化疗药物。然而,蒽环类药物也是目前市场上最具心脏毒性的治疗药物之一。化疗诱导性心肌病是癌症幸存者疾病和死亡的主要原因之一。导致多柔比星诱导性心肌病的确切机制尚不完全清楚,但心脏毒性是剂量依赖性的,毒性的发生时间存在差异,并且存在性别和年龄差异,这表明可能涉及几种机制。在这项研究中,我们使用蛋白质组学研究了人多能干细胞衍生的心肌细胞中的多柔比星诱导的心脏毒性。此外,使用新开发的方法进一步组合和分析来自同一实验设置的不同组学数据(蛋白质、mRNA 和 microRNA),以识别各种来源和类型的数据中的差异表达。随后,整合结果以生成发现的综合可视化。在我们的实验模型系统中,我们将人多能干细胞衍生的心肌细胞暴露于多柔比星中长达 2 天,然后再进行 12 天的洗脱期。除了对细胞形态和心肌细胞功能有影响外,数据还显示多柔比星对所有研究的分子水平都有强烈影响。确定了显示蛋白质组、转录组和调节 microRNA 网络之间联系的差异表达模式。这些发现有助于增加对蒽环类药物诱导性心脏毒性背后机制的理解,并为这种情况提出了潜在的生物标志物。