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通过整合基因表达与微小RNA靶点信息研究小鼠巨噬细胞对脂多糖刺激的反应中的微小RNA

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

作者信息

Chiu Chia-Chun, Wu Wei-Sheng

出版信息

BMC Genomics. 2015;16 Suppl 12(Suppl 12):S13. doi: 10.1186/1471-2164-16-S12-S13. Epub 2015 Dec 9.

Abstract

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.

摘要

背景

Toll样受体受脂多糖(LPS)等病原体相关分子模式刺激后,会诱导多种促炎细胞因子释放,从而激活后续免疫反应。大量研究还表明,Toll样受体信号传导在避免过度炎症、组织修复以及感染和组织损伤后恢复内环境稳态方面具有重要作用。自数年前起,Toll样受体信号传导的重要性就吸引了人们对其调控机制的诸多关注。然而,作为新发现的调节因子,不同的微小RNA(miRNA)如何以及有多少种调控Toll样受体信号通路仍不清楚。

结果

通过整合多个微阵列数据集和miRNA-靶标信息数据集,我们在经LPS刺激的骨髓来源巨噬细胞(BMDM)中鉴定出431种miRNA和498个差异表达的靶基因。通过计算靶标重叠分数构建协同miRNA网络,并使用子网发现算法识别协同miRNA模块。最终,在分别由上调和下调基因的miRNA组成的协同miRNA网络中鉴定出17个和8个模块。

结论

我们利用LPS刺激的小鼠巨噬细胞基因表达数据和miRNA-靶标信息来推断miRNA对LPS诱导信号通路的调控机制。此外,我们的结果表明,miRNA可能是BMDM中LPS诱导的先天免疫反应的重要调节因子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3f74/4682375/ac3fb337bdd6/1471-2164-16-S12-S13-1.jpg

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