Wei Wuzeng, Zhang Zhongli, Li Bing, Fu Zhe, Liu Jun
Department of Orthopaedics, Tianjin Hospital, Tianjin University, Tianjin, China.
Clinical College of Orthopedics, Tianjin Medical University, Tianjin, China.
Front Med (Lausanne). 2025 Apr 3;12:1444165. doi: 10.3389/fmed.2025.1444165. eCollection 2025.
Disuse osteoporosis (DOP) poses a significant health risk during extended space missions. Although the importance of long non-coding RNA (lncRNA) in bone marrow mesenchymal stem cells (BMSCs) and orthopedic diseases is recognized, the precise mechanism by which lncRNAs contribute to DOP remains elusive. This research aims to elucidate the potential regulatory role of lncRNAs in DOP.
Sequencing data were obtained from Gene Expression Omnibus (GEO) datasets, including coding and non-coding RNAs. Positive co-expression pairs of lncRNA-mRNA were identified using weighted gene co-expression network analysis, while miRNA-mRNA expression pairs were derived from the prediction database. A mRNA-miRNA-lncRNA network was established according to the shared mRNA. Functional enrichment analysis was conducted for the shared mRNAs using genome ontology and KEGG pathways. Hub genes were identified through protein-protein interaction analysis, and connectivity map analysis was employed to identify potential therapeutic agents for DOP.
Integration of 74 lncRNAs, 19 miRNAs, and 200 mRNAs yielded a comprehensive mRNA-miRNA-lncRNA network. Enrichment analysis highlighted endoplasmic reticulum stress and extracellular matrix (ECM) pathways as significant in the ceRNA network. PPI analysis revealed three hub genes (COL4A1, LAMC1, and LAMA4) and identified five lncRNA-miRNA-hub gene regulatory axes. Furthermore, three potential therapeutic compounds (SB-216763, oxymetholone, and flubendazole) for DOP were identified.
This study sheds light on the involvement of lncRNAs in the pathogenesis and treatment of DOP through the construction of a ceRNA network, linking protein-coding mRNA functions with non-coding RNAs.
在长期太空任务期间,废用性骨质疏松症(DOP)会带来重大健康风险。尽管长链非编码RNA(lncRNA)在骨髓间充质干细胞(BMSC)及骨科疾病中的重要性已得到认可,但lncRNA促成DOP的确切机制仍不清楚。本研究旨在阐明lncRNA在DOP中的潜在调控作用。
从基因表达综合数据库(GEO)数据集中获取测序数据,包括编码RNA和非编码RNA。使用加权基因共表达网络分析鉴定lncRNA-mRNA的正共表达对,而miRNA-mRNA表达对则来自预测数据库。根据共享的mRNA建立mRNA-miRNA-lncRNA网络。使用基因本体论和KEGG通路对共享的mRNA进行功能富集分析。通过蛋白质-蛋白质相互作用分析鉴定枢纽基因,并采用连通性图谱分析来鉴定DOP的潜在治疗药物。
整合74个lncRNA、19个miRNA和200个mRNA,构建了一个全面的mRNA-miRNA-lncRNA网络。富集分析表明内质网应激和细胞外基质(ECM)通路在ceRNA网络中具有重要意义。蛋白质-蛋白质相互作用分析揭示了三个枢纽基因(COL4A1、LAMC1和LAMA4),并确定了五个lncRNA-miRNA-枢纽基因调控轴。此外,还鉴定了三种DOP潜在治疗化合物(SB-216763、羟甲烯龙和氟苯达唑)。
本研究通过构建ceRNA网络,将蛋白质编码mRNA功能与非编码RNA联系起来,揭示了lncRNA在DOP发病机制和治疗中的作用。