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Investigation of microRNAs in mouse macrophage responses to lipopolysaccharide-stimulation by combining gene expression with microRNA-target information

机译:通过将基因表达与microRNA靶标信息相结合,研究小鼠巨噬细胞对脂多糖刺激反应中的microRNA

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Background Toll-like receptors, which stimulated by pathogen-associated molecular patterns such as lipopolysaccharides (LPS), induces the releasing of many kinds of proinflammatory cytokines to activate subsequent immune responses. Plenty of studies have also indicated the importance of TLR-signalling on the avoidance of excessive inflammation, tissue repairing and the return to homeostasis after infection and tissue injury. The significance of TLR-signalling attracts many attentions on the regulatory mechanisms since several years ago. However, as newly discovered regulators, how and how many different microRNAs (miRNAs) regulate TLR-signalling pathway are still unclear. Results By integrating several microarray datasets and miRNA-target information datasets, we identified 431 miRNAs and 498 differentially expressed target genes in bone marrow-derived macrophages (BMDMs) with LPS-stimulation. Cooperative miRNA network were constructed by calculating targets overlap scores, and a sub-network finding algorithm was used to identify cooperative miRNA modules. Finally, 17 and 8 modules are identified in the cooperative miRNA networks composed of miRNAs up-regulate and down-regulate genes, respectively. Conclusions We used gene expression data of mouse macrophage stimulated by LPS and miRNA-target information to infer the regulatory mechanism of miRNAs on LPS-induced signalling pathway. Also, our results suggest that miRNAs can be important regulators of LPS-induced innate immune response in BMDMs.
机译:背景技术由病原体相关分子模式(例如脂多糖(LPS))刺激的Toll样受体诱导多种促炎细胞因子的释放,从而激活后续的免疫反应。大量研究还表明,在避免过度炎症,组织修复以及感染和组织损伤后恢复稳态之后,TLR信号传递非常重要。自几年前以来,TLR信令的重要性吸引了许多监管机制的关注。但是,作为新发现的调节剂,如何以及多少种不同的microRNA(miRNA)调节TLR信号通路尚不清楚。结果通过整合几个微阵列数据集和miRNA目标信息集,我们在LPS刺激的骨髓源巨噬细胞(BMDM)中鉴定了431个miRNA和498个差异表达的靶基因。通过计算靶标重叠分数,构建了协同miRNA网络,并使用子网查找算法来识别协同miRNA模块。最后,在由miRNA上调和下调的基因组成的合作miRNA网络中分别确定了17和8个模块。结论我们利用LPS刺激的小鼠巨噬细胞的基因表达数据和miRNA靶标信息来推断miRNA对LPS诱导的信号通路的调控机制。同样,我们的研究结果表明,miRNA可能是BMDMs中LPS诱导的先天免疫应答的重要调节剂。

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