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一项关于椎间盘退变中自噬和铁死亡的发病机制及潜在生物标志物的微阵列数据分析。

A microarray data analysis investigating the pathogenesis and potential biomarkers of autophagy and ferroptosis in intervertebral disc degeneration.

作者信息

Kuang Wenhao, Jiang Cong, Yu Cheng, Hu Jinwei, Duan Yang, Chen Zhong

机构信息

Department of Spinal Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China.

出版信息

Front Genet. 2023 Jan 4;13:1090467. doi: 10.3389/fgene.2022.1090467. eCollection 2022.

Abstract

Intervertebral disc degeneration (IDD) entails complex pathological changes and causes lower back pain (LBP). However, there is still a lack of understanding of the mechanisms involved in IDD, particularly regarding the roles of autophagy and ferroptosis. The current study used microarray data to investigate the pathogenesis of IDD and potential biomarkers related to autophagy and ferroptosis in IDD. Differentially expressed genes (DEGs) were identified by analyzing the mRNA and miRNA expression profiles of IDD patients from the Gene Expression Omnibus (GEO). The protein-protein interaction network, Gene Ontology (GO) enrichment, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, and gene set enrichment analysis (GSEA) were utilized. The Human Autophagy Database (HADb) and Ferroptosis Database were used in conjunction with hub genes to identify autophagy- and ferroptosis-related genes. The Transcription Factor -hub gene-miRNA network was constructed. Lastly, the expression of DEGs in normal and degenerated nucleus pulposus cells (NPCs) was investigated the quantitative reverse transcription polymerase chain reaction (qRT-PCR). A total of 362 DEGs associated with IDD were identified. GO and KEGG analyses indicated that oxidative stress, extracellular matrix, PI3K-AKT signaling pathway, and ferroptosis were key factors in IDD occurrence. GSEA indicated that IDD was associated with changes in autophagy, iron ion homeostasis, extracellular matrix, and oxidative stress. Eighty-nine hub genes were obtained, including five that were autophagy-related and three that were ferroptosis-related. Of these, TP53 and SESN2 were the intersections of autophagy- and ferroptosis-related genes. In qRT-PCR analysis, CANX, SLC38A1, and TP53 were downregulated in degenerative NPCs, whereas GNAI3, SESN2, and VAMP3 were upregulated. The current study revealed aspects of autophagy- and ferroptosis-related genes involved in IDD pathogenesis, warranting further investigation.

摘要

椎间盘退变(IDD)涉及复杂的病理变化,并导致下腰痛(LBP)。然而,目前对IDD的发病机制仍缺乏了解,尤其是自噬和铁死亡的作用。本研究利用微阵列数据研究IDD的发病机制以及与IDD中自噬和铁死亡相关的潜在生物标志物。通过分析来自基因表达综合数据库(GEO)的IDD患者的mRNA和miRNA表达谱,鉴定差异表达基因(DEG)。利用蛋白质-蛋白质相互作用网络、基因本体(GO)富集分析、京都基因与基因组百科全书(KEGG)分析和基因集富集分析(GSEA)。结合人类自噬数据库(HADb)和铁死亡数据库以及枢纽基因,以鉴定自噬和铁死亡相关基因。构建转录因子-枢纽基因-miRNA网络。最后,通过定量逆转录聚合酶链反应(qRT-PCR)研究DEG在正常和退变髓核细胞(NPC)中的表达。共鉴定出362个与IDD相关的DEG。GO和KEGG分析表明,氧化应激、细胞外基质、PI3K-AKT信号通路和铁死亡是IDD发生的关键因素。GSEA表明,IDD与自噬、铁离子稳态、细胞外基质和氧化应激的变化有关。获得了89个枢纽基因,其中5个与自噬相关,3个与铁死亡相关。其中,TP53和SESN2是自噬和铁死亡相关基因的交集。在qRT-PCR分析中,CANX、SLC38A1和TP53在退变NPC中表达下调,而GNAI3、SESN2和VAMP3表达上调。本研究揭示了参与IDD发病机制的自噬和铁死亡相关基因的一些方面,值得进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e3ba/9846041/8451d1c07079/fgene-13-1090467-g001.jpg

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