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铁死亡和免疫浸润在椎间盘退变中的作用:来自生物信息学分析的新见解

Role of ferroptosis and immune infiltration in intervertebral disc degeneration: novel insights from bioinformatics analyses.

作者信息

Liu Xiao-Wei, Xu Hao-Wei, Yi Yu-Yang, Zhang Shu-Bao, Wang Shan-Jin

机构信息

Department of Spinal Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.

Department of Orthopedic, East Hospital, Ji'an Hospital, Jinggangshan University School of Medicine, Jiangxi, China.

出版信息

Front Cell Dev Biol. 2023 Sep 6;11:1170758. doi: 10.3389/fcell.2023.1170758. eCollection 2023.

Abstract

Intervertebral disc degeneration (IVDD), which contributes to stenosis of the spinal segment, commonly causes lower back pain. The process of IVDD degradation entails gradual structural adjustments accompanied by extreme transformations in metabolic homeostasis. However, the molecular and cellular mechanisms associated with IVDD are poorly understood. The RNA-sequencing datasets GSE34095 and GSE56081 were obtained from the Gene Expression Omnibus (GEO) database. Ferroptosis-related differentially expressed genes (DEGs) were identified from these gene sets. The protein-protein interaction (PPI) network was established and visualized using the STRING database and Cytoscape software, and the key functional modules of ferroptosis-related genes were identified. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed on the DEGs. Weighted gene co-expression network analysis (WGCNA), immune infiltration analysis in the GEO database, and other GSE series were used as validation datasets. The xCELL algorithm was performed to investigate the immune cell infiltration differences between the degenerated IVDD and control groups. The major genes involved in nucleus pulposus tissue immune infiltration and ferroptosis-related genes were mined by bioinformatics analysis. A total of 3,056 DEGs were obtained between the IVDD tissue and control groups. The DEGs were enriched in the cell cycle; apoptosis; necroptosis; and the PI3K-Akt, Hippo, and HIF-1 signaling pathways. PCR and Western blot techniques were utilized to confirm the differential ferroptosis-related genes. The results indicated that the protein expression levels of NCOA4 and PCBP1 were elevated, while the protein expression level of GPX4 was reduced in NPCs following IL-1β treatment. Our study has found that severe disc tissue degeneration leads to a noteworthy increase in the expression of CD8A in naive T cells, CCR7 in memory CD4 cells, GZMB in natural killer (NK) cells, and CD163 and CD45 in macrophages. Our data demonstrate that ferroptosis occurs in IVDD, suggesting that ferroptosis may also increase IVDD improvement by triggering immune infiltration. This work was conducted to further understand IVDD pathogenesis and identify new treatment strategies.

摘要

椎间盘退变(IVDD)会导致脊柱节段狭窄,常引起下背部疼痛。IVDD的退变过程需要逐渐进行结构调整,并伴随着代谢稳态的极端变化。然而,与IVDD相关的分子和细胞机制仍知之甚少。从基因表达综合数据库(GEO)中获取了RNA测序数据集GSE34095和GSE56081。从这些基因集中鉴定出铁死亡相关的差异表达基因(DEG)。使用STRING数据库和Cytoscape软件建立并可视化蛋白质-蛋白质相互作用(PPI)网络,并鉴定出铁死亡相关基因的关键功能模块。对DEG进行基因本体(GO)和京都基因与基因组百科全书(KEGG)通路富集分析。加权基因共表达网络分析(WGCNA)、GEO数据库中的免疫浸润分析以及其他GSE系列用作验证数据集。采用xCELL算法研究退变的IVDD组与对照组之间的免疫细胞浸润差异。通过生物信息学分析挖掘参与髓核组织免疫浸润的主要基因和铁死亡相关基因。IVDD组织与对照组之间共获得3056个DEG。这些DEG在细胞周期、凋亡、坏死性凋亡以及PI3K-Akt、Hippo和HIF-1信号通路中富集。利用PCR和蛋白质印迹技术确认差异铁死亡相关基因。结果表明,IL-1β处理后,NPCs中NCOA4和PCBP1的蛋白质表达水平升高,而GPX4的蛋白质表达水平降低。我们的研究发现,严重的椎间盘组织退变会导致幼稚T细胞中CD8A、记忆CD4细胞中CCR7、自然杀伤(NK)细胞中GZMB以及巨噬细胞中CD163和CD45的表达显著增加。我们的数据表明,铁死亡发生在IVDD中,这表明铁死亡也可能通过触发免疫浸润来促进IVDD的改善。开展这项工作是为了进一步了解IVDD的发病机制并确定新的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6150/10509768/e6a88bd61b8f/fcell-11-1170758-g001.jpg

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