Li Jie, Jia Yuchen, Cao Feng, Wang Gang, Li Fei
Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China.
Clinical Center for Acute Pancreatitis, Capital Medical University, Beijing, People's Republic of China.
J Inflamm Res. 2023 Oct 6;16:4425-4439. doi: 10.2147/JIR.S431601. eCollection 2023.
Ferroptosis plays an important role in a variety of disease processes and is equally important in pancreatic diseases. However, the role of ferroptosis-related genes (FRGs) in acute pancreatitis (AP) remains unknown, and their specific potential mechanisms still need to be explored extensively.
AP-related gene microarray data were obtained from the GEO database, while FRGs were obtained from the ferroptosis database (FerrDb). Differentially expressed genes (DEGs) were screened by the "limma" package, and GSEA was performed. The corresponding ferroptosis-related differentially expressed genes (FRDEGs) were screened, and GO and KEGG pathway analyses were performed. A PPI network was constructed to identify hub FRDEGs by CytoHubba, MCODE and CTD scores. Transcription factors and miRNAs predicted using the NetworkAnalyst database were used to establish the regulatory network. Immune cell infiltration analysis was performed by the R package "ssGSEA" algorithm. The hub genes were validated by transcriptome sequencing of AP model mice and immunohistochemistry in rats and mice.
A total of 82 FRDEGs were screened, and these genes were mainly associated with ferroptosis, hypoxic response, autophagy, mitophagy and immune inflammation. However, we also found that these genes are also jointly involved in other cell death modalities, such as apoptosis and necroptosis. Further analysis obtained 7 hub genes from 82 genes, and single-sample gene set enrichment analysis (ssGSEA) showed that the hub genes are closely associated with the infiltration of specific immune cells and the activation of immune pathways.
This study reveals the complex functions and important roles of ferroptosis-related genes in AP and provides gene targets for further studies of AP.
铁死亡在多种疾病进程中发挥着重要作用,在胰腺疾病中同样重要。然而,铁死亡相关基因(FRGs)在急性胰腺炎(AP)中的作用仍不清楚,其具体潜在机制仍需广泛探索。
从GEO数据库获取AP相关基因芯片数据,从铁死亡数据库(FerrDb)获取FRGs。通过“limma”软件包筛选差异表达基因(DEGs),并进行基因集富集分析(GSEA)。筛选出相应的铁死亡相关差异表达基因(FRDEGs),并进行基因本体(GO)和京都基因与基因组百科全书(KEGG)通路分析。构建蛋白质-蛋白质相互作用(PPI)网络,通过CytoHubba、MCODE和CTD评分识别核心FRDEGs。使用NetworkAnalyst数据库预测的转录因子和微小RNA(miRNAs)建立调控网络。通过R软件包“ssGSEA”算法进行免疫细胞浸润分析。通过AP模型小鼠的转录组测序以及大鼠和小鼠的免疫组织化学对核心基因进行验证。
共筛选出82个FRDEGs,这些基因主要与铁死亡、低氧反应、自噬、线粒体自噬和免疫炎症相关。然而,我们还发现这些基因也共同参与其他细胞死亡方式,如细胞凋亡和坏死性凋亡。进一步分析从82个基因中获得7个核心基因,单样本基因集富集分析(ssGSEA)表明核心基因与特定免疫细胞的浸润和免疫通路的激活密切相关。
本研究揭示了铁死亡相关基因在AP中的复杂功能和重要作用,为AP的进一步研究提供了基因靶点。