Andreeva Kalina, Soliman Maha M, Cooper Nigel G F
Department of Anatomical Science and Neurobiology, University of Louisville, School of Medicine, 500 S. Preston Street, Louisville, KY, 40292, USA.
BMC Genet. 2015 Apr 24;16:43. doi: 10.1186/s12863-015-0201-4.
Retinal function is ordered by interactions between transcriptional and posttranscriptional regulators at the molecular level. These regulators include transcription factors (TFs) and posttranscriptional factors such as microRNAs (miRs). Some studies propose that miRs predominantly target the TFs rather than other types of protein coding genes and such studies suggest a possible interconnection of these two regulators in co-regulatory networks.
Our lab has generated mRNA and miRNA microarray expression data to investigate time-dependent changes in gene expression, following induction of ischemia-reperfusion (IR) injury in the rat retina. Data from different reperfusion time points following retinal IR-injury were analyzed. Paired expression data for miRNA-target gene (TG), TF-TG, miRNA-TF were used to identify regulatory loop motifs whose expressions were altered by the IR injury paradigm. These loops were subsequently integrated into larger regulatory networks and biological functions were assayed. Systematic analyses of the networks have provided new insights into retinal gene regulation in the early and late periods of IR. We found both overlapping and unique patterns of molecular expression at the two time points. These patterns can be defined by their characteristic molecular motifs as well as their associated biological processes. We highlighted the regulatory elements of miRs and TFs associated with biological processes in the early and late phases of ischemia-reperfusion injury.
The etiology of retinal ischemia-reperfusion injury is orchestrated by complex and still not well understood gene networks. This work represents the first large network analysis to integrate miRNA and mRNA expression profiles in context of retinal ischemia. It is likely that an appreciation of such regulatory networks will have prognostic potential. In addition, the computational framework described in this study can be used to construct miRNA-TF interactive systems networks for various diseases/disorders of the retina and other tissues.
视网膜功能在分子水平上由转录和转录后调节因子之间的相互作用所调控。这些调节因子包括转录因子(TFs)和转录后因子,如微小RNA(miRs)。一些研究表明,miRs主要靶向TFs而非其他类型的蛋白质编码基因,这些研究提示了这两种调节因子在共同调节网络中可能存在相互联系。
我们实验室已生成mRNA和miRNA微阵列表达数据,以研究大鼠视网膜缺血再灌注(IR)损伤诱导后基因表达的时间依赖性变化。分析了视网膜IR损伤后不同再灌注时间点的数据。使用miRNA靶基因(TG)、TF-TG、miRNA-TF的配对表达数据来识别其表达因IR损伤模式而改变的调节环基序。随后将这些环整合到更大的调节网络中,并分析其生物学功能。对这些网络的系统分析为IR早期和晚期的视网膜基因调控提供了新的见解。我们在两个时间点发现了分子表达的重叠和独特模式。这些模式可以通过其特征性分子基序及其相关生物学过程来定义。我们强调了与缺血再灌注损伤早期和晚期生物学过程相关的miRs和TFs的调节元件。
视网膜缺血再灌注损伤的病因由复杂且仍未完全理解的基因网络所调控。这项工作代表了首次在视网膜缺血背景下整合miRNA和mRNA表达谱的大型网络分析。了解此类调节网络可能具有预后潜力。此外,本研究中描述的计算框架可用于构建针对视网膜和其他组织的各种疾病/病症的miRNA-TF相互作用系统网络。