Rodius Sophie, Nazarov Petr V, Nepomuceno-Chamorro Isabel A, Jeanty Céline, González-Rosa Juan Manuel, Ibberson Mark, da Costa Ricardo M Benites, Xenarios Ioannis, Mercader Nadia, Azuaje Francisco
NorLux Neuro-Oncology Laboratory, CRP-Santé, Luxembourg, Luxembourg.
BMC Genomics. 2014 Oct 3;15(1):852. doi: 10.1186/1471-2164-15-852.
Zebrafish is a clinically-relevant model of heart regeneration. Unlike mammals, it has a remarkable heart repair capacity after injury, and promises novel translational applications. Amputation and cryoinjury models are key research tools for understanding injury response and regeneration in vivo. An understanding of the transcriptional responses following injury is needed to identify key players of heart tissue repair, as well as potential targets for boosting this property in humans.
We investigated amputation and cryoinjury in vivo models of heart damage in the zebrafish through unbiased, integrative analyses of independent molecular datasets. To detect genes with potential biological roles, we derived computational prediction models with microarray data from heart amputation experiments. We focused on a top-ranked set of genes highly activated in the early post-injury stage, whose activity was further verified in independent microarray datasets. Next, we performed independent validations of expression responses with qPCR in a cryoinjury model. Across in vivo models, the top candidates showed highly concordant responses at 1 and 3 days post-injury, which highlights the predictive power of our analysis strategies and the possible biological relevance of these genes. Top candidates are significantly involved in cell fate specification and differentiation, and include heart failure markers such as periostin, as well as potential new targets for heart regeneration. For example, ptgis and ca2 were overexpressed, while usp2a, a regulator of the p53 pathway, was down-regulated in our in vivo models. Interestingly, a high activity of ptgis and ca2 has been previously observed in failing hearts from rats and humans.
We identified genes with potential critical roles in the response to cardiac damage in the zebrafish. Their transcriptional activities are reproducible in different in vivo models of cardiac injury.
斑马鱼是心脏再生的临床相关模型。与哺乳动物不同,它在受伤后具有显著的心脏修复能力,并有望带来新的转化应用。截肢和冷冻损伤模型是了解体内损伤反应和再生的关键研究工具。需要了解损伤后的转录反应,以确定心脏组织修复的关键参与者,以及在人类中增强这种特性的潜在靶点。
我们通过对独立分子数据集进行无偏整合分析,研究了斑马鱼心脏损伤的体内截肢和冷冻损伤模型。为了检测具有潜在生物学作用的基因,我们利用心脏截肢实验的微阵列数据推导了计算预测模型。我们聚焦于一组在损伤后早期高度激活的顶级基因,其活性在独立的微阵列数据集中得到了进一步验证。接下来,我们在冷冻损伤模型中用qPCR对表达反应进行了独立验证。在体内模型中,顶级候选基因在损伤后1天和3天显示出高度一致的反应,这突出了我们分析策略的预测能力以及这些基因可能的生物学相关性。顶级候选基因显著参与细胞命运特化和分化,包括骨膜蛋白等心力衰竭标志物,以及心脏再生的潜在新靶点。例如,在我们的体内模型中,ptgis和ca2过表达,而p53途径的调节因子usp2a下调。有趣的是,先前在大鼠和人类的衰竭心脏中观察到ptgis和ca2的高活性。
我们在斑马鱼中鉴定出了在心脏损伤反应中具有潜在关键作用的基因。它们的转录活性在不同的心脏损伤体内模型中具有可重复性。