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早期骨折小鼠模型中miRNA-mRNA调控网络的鉴定

Identification of the miRNA-mRNA regulatory network in a mouse model of early fracture.

作者信息

Wang Maochun, Xie Zhiyang, Yan Kaili, Qiao Chongxu, Yan Shunchao, Wu Guoping

机构信息

Department of Plastic Surgery, The Affiliated Friendship Plastic Surgery Hospital of Nanjing Medical University, Nanjing, China.

出版信息

Front Genet. 2024 Jun 11;15:1408404. doi: 10.3389/fgene.2024.1408404. eCollection 2024.

Abstract

Fracture healing is a complex process that involves multiple molecular events, and the regulation mechanism is not fully understood. We acquired miRNA and mRNA transcriptomes of mouse fractures from the Gene Expression Omnibus database (GSE76197 and GSE192542) and integrated the miRNAs and genes that were differentially expressed in the control and fracture groups to construct regulatory networks. There were 130 differentially expressed miRNAs and 4,819 differentially expressed genes, including 72 upregulated and 58 downregulated miRNAs, along with 2,855 upregulated and 1964 downregulated genes during early fracture healing. Gene ontology analysis revealed that most of the differentially expressed genes were enriched in the extracellular matrix (ECM) structure and the ECM organization. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment suggested cell cycle, DNA replication, and mismatch repair were involved in the progression of fracture healing. Furthermore, we constructed a molecular network of miRNAs and mRNAs with inverse expression patterns to elucidate the molecular basis of miRNA-mRNA regulation in fractures. The regulatory network highlighted the potential targets, which may help to provide a mechanistic basis for therapies to improve fracture patient outcomes.

摘要

骨折愈合是一个涉及多个分子事件的复杂过程,其调控机制尚未完全明确。我们从基因表达综合数据库(GSE76197和GSE192542)获取了小鼠骨折的miRNA和mRNA转录组,并整合了对照组和骨折组中差异表达的miRNA和基因,以构建调控网络。在骨折早期愈合过程中,有130个差异表达的miRNA和4819个差异表达的基因,其中包括72个上调和58个下调的miRNA,以及2855个上调和1964个下调的基因。基因本体分析表明,大多数差异表达基因富集于细胞外基质(ECM)结构和ECM组织。京都基因与基因组百科全书(KEGG)富集分析提示细胞周期、DNA复制和错配修复参与了骨折愈合进程。此外,我们构建了具有反向表达模式的miRNA和mRNA分子网络,以阐明骨折中miRNA-mRNA调控的分子基础。该调控网络突出了潜在靶点,这可能有助于为改善骨折患者治疗效果的疗法提供机制基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0827/11196604/3bc34b4a78ee/fgene-15-1408404-g001.jpg

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