Department of Orthopaedics, Shanghai University of Medicine and Health Sciences Affiliated Zhoupu Hospital, Shanghai, China.
Department of Orthopaedics, 639328Gongli Hospital of Shanghai Pudong New Area, Shanghai, China.
J Orthop Surg (Hong Kong). 2023 Jan-Apr;31(1):10225536231167705. doi: 10.1177/10225536231167705.
This study aimed to identify the common pathways and hub genes related to oxidative stress (OS) and autophagy of both annulus fibrosus (AF) and nucleus pulposus (NP) in intervertebral disc degeneration (IDD)
The Gene expression data for human intervertebral discs was obtained from the database, including the AF and NP of both non-degenerated disc and degenerated disc. The differentially expressed genes (DEGs) were identified using the limma package in R language. DEGs related to OS and autophagy were obtained using Gene Ontology (GO) database. Analyses of the GO, signaling pathways, protein-protein interaction (PPI) networks, and hub genes were performed using AnnotationDbi package, DAVID, GSEA, STRING database, and Cytoscape software, respectively. Finally, the online tool of NetworkAnalyst and the Drug Signatures database (DSigDB) were used to screen for transcriptional factors and potential drugs of the hub genes.
There were 908 genes associated with OS and autophagy found. A total of 52 DEGs were identified, included five upregulated and 47 downregulated genes. These DEGs were mainly involved in mTOR signaling pathway and the NOD-like receptor signaling pathway. The top 10 hub genes were CAT, GAPDH, PRDX1, PRDX4, TLR4, GPX7, GPX8, MSRA, RPTOR, GABARAPL1. Besides, FOXC1, PPARG, RUNX2, JUN, and YY1 were identified as the key regulatory factors of hub genes. L-cysteine, oleanolic acid, and berberine were potential therapeutic agents for the treatment of IDD.
Common hub genes, signaling pathways, transcription factors, and potential drugs associated with OS and autophagy were identified, which provides significant basis for further mechanism research and drug screening of IDD.
本研究旨在鉴定与椎间盘退变(IDD)中纤维环(AF)和髓核(NP)的氧化应激(OS)和自噬相关的常见途径和枢纽基因。
从 Gene Expression Omnibus(GEO)数据库中获取人类椎间盘的基因表达数据,包括非退变椎间盘和退变椎间盘的 AF 和 NP。使用 R 语言中的 limma 包鉴定差异表达基因(DEGs)。使用基因本体论(GO)数据库获得与 OS 和自噬相关的 DEGs。使用 AnnotationDbi 包、DAVID、GSEA、STRING 数据库和 Cytoscape 软件分别对 GO、信号通路、蛋白质-蛋白质相互作用(PPI)网络和枢纽基因进行分析。最后,使用在线工具 NetworkAnalyst 和 Drug Signatures database(DSigDB)筛选枢纽基因的转录因子和潜在药物。
共发现与 OS 和自噬相关的 908 个基因。共鉴定出 52 个 DEG,包括 5 个上调和 47 个下调基因。这些 DEG 主要参与 mTOR 信号通路和 NOD 样受体信号通路。前 10 个枢纽基因是 CAT、GAPDH、PRDX1、PRDX4、TLR4、GPX7、GPX8、MSRA、RPTOR、GABARAPL1。此外,FOXC1、PPARG、RUNX2、JUN 和 YY1 被鉴定为枢纽基因的关键调控因子。L-半胱氨酸、齐墩果酸和小檗碱可能是治疗 IDD 的潜在治疗药物。
鉴定出与 OS 和自噬相关的常见枢纽基因、信号通路、转录因子和潜在药物,为进一步研究 IDD 的机制和药物筛选提供了重要依据。