[Differential miRNA profiling and target gene analysis of marrow mesenchymal stem cells in postmenopausal osteoporotic mouse mandibles].

Q4 Medicine
上海口腔医学 Pub Date : 2024-12-01
Shan-Shan Yang, Wei Zhang, Xiao-Hua Hu, Xiao-Hong Yang
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引用次数: 0

Abstract

Purpose: To explore the differential miRNA expression profiles and predicted target genes of mandibular bone marrow mesenchymal stem cells (MBMSCs) in a postmenopausal osteoporosis (POP) mouse model using bioinformatics methods, providing new targets for diagnosis, treatment, and prevention of POP.

Methods: POP mouse model was established by performing ovariectomy surgery, and MBMSCs were obtained using whole bone marrow adherent culture method. Microarray sequencing was performed to detect the miRNA expression profile of MBMSCs. Subsequently, miRNA identification and prediction analysis were conducted, along with the prediction of target genes. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses, and protein-protein interaction (PPI) network analysis were performed on the predicted target genes. Key hub genes were identified using algorithms such as Degree, Betweenness, and Closeness. The data were analyzed by GraphPad Prism 8.0 and R language.

Results: A total of 84 differentially expressed miRNAs were obtained using a threshold of P<0.05, with 33 upregulated and 51 downregulated miRNAs. GO and KEGG enrichment analyses of the 84 differentially expressed miRNAs revealed their involvement in various biological processes and pathways. Among them, 130 target gene mRNAs were enriched in the "regulation of stem cell pluripotency" signaling pathway. PPI network analysis and hub gene selection were performed for the 130 predicted target gene mRNAs, resulting in the identification of 7 reliable hub genes: Ctnnβ1, Hras, Kras, Akt1, Mapk3, Smad3, and Smad2. Among these hub genes, Ctnnβ1, Akt1, Mapk3, Smad3, and Smad2 were found to be significantly associated with POP.

Conclusions: The differentially expressed miRNAs identified in MBMSCs of POP mice may serve as potential biomarkers and play important roles in the pathogenesis of POP. This study provides new research direction and theoretical basis for the diagnosis and treatment of POP.

[绝经后骨质疏松小鼠下颌骨骨髓间充质干细胞的差异miRNA谱和靶基因分析]。
目的:应用生物信息学方法探讨绝经后骨质疏松症(POP)小鼠模型下颌骨髓间充质干细胞(MBMSCs)的miRNA差异表达谱和预测靶基因,为POP的诊断、治疗和预防提供新的靶点。方法:通过卵巢切除术建立小鼠POP模型,采用全骨髓贴壁培养法获得骨髓间充质干细胞。微阵列测序检测MBMSCs的miRNA表达谱。随后进行miRNA鉴定和预测分析,并对靶基因进行预测。对预测的靶基因进行基因本体(GO)、京都基因与基因组百科全书(KEGG)富集分析和蛋白-蛋白相互作用(PPI)网络分析。使用度、间度和接近度等算法鉴定关键枢纽基因。采用GraphPad Prism 8.0软件和R语言对数据进行分析。结果:在P<0.05的阈值下,共获得84个差异表达的mirna,其中上调33个,下调51个。对84个差异表达的mirna进行GO和KEGG富集分析,揭示了它们参与多种生物过程和途径。其中,130个靶基因mrna富集于“干细胞多能性调控”信号通路。对130个预测的靶基因mrna进行PPI网络分析和枢纽基因选择,鉴定出7个可靠的枢纽基因:Ctnnβ1、Hras、Kras、Akt1、Mapk3、Smad3和Smad2。在这些中心基因中,发现Ctnnβ1、Akt1、Mapk3、Smad3和Smad2与POP显著相关。结论:在POP小鼠MBMSCs中发现的差异表达mirna可能作为潜在的生物标志物,在POP发病机制中发挥重要作用。本研究为POP的诊断和治疗提供了新的研究方向和理论依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
上海口腔医学
上海口腔医学 Medicine-Medicine (all)
CiteScore
0.30
自引率
0.00%
发文量
5299
期刊介绍: "Shanghai Journal of Stomatology (SJS)" is a comprehensive academic journal of stomatology directed by Shanghai Jiao Tong University and sponsored by the Ninth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine. The main columns include basic research, clinical research, column articles, clinical summaries, reviews, academic lectures, etc., which are suitable for reference by clinicians, scientific researchers and teaching personnel at all levels engaged in oral medicine.
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