Zhang Wenquan, Li Zhaoshui, Li Hongbo, Zhang Dianliang
Qingdao Medical College, Qingdao University, Qingdao, Shandong 266000, P.R. China.
Department of The First General Surgery, Qingdao Hospital, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, Shandong 266011, P.R. China.
Exp Ther Med. 2024 Jan 8;27(2):89. doi: 10.3892/etm.2024.12378. eCollection 2024 Feb.
Ferroptosis-related genes may play a critical regulatory role in the pathogenesis of Crohn's disease (CD). The purpose of the present study was to identify genes expressed in CD that are associated with ferroptosis, and to provide guidance in the diagnosis and therapy of CD. CD mRNA expression data were initially gathered from the Gene Expression Omnibus (GEO) database. GSE75214 and GSE102133 datasets were selected as the major targets and were analyzed for differentially expressed genes (DEGs). Subsequently, R software was used to analyze the common genes among the DEGs between CD and ferroptosis-related genes. Gene Ontology enrichment analysis and Kyoto Encyclopedia of Genes and Genome pathway analysis were conducted to identify related pathways and functions. Protein-protein interaction (PPI) analysis was performed to identify target genes. The DSigDB website was used to predict potential target drugs for hub genes. Reverse transcription-quantitative (RT-q) PCR was employed to detect the expression of these ferroptosis-related genes in clinical samples obtained from healthy controls and patients with CD. According to the two GEO datasets, 13 ferroptosis DEGs (11 upregulated genes and two downregulated genes) were identified in CD with thresholds of P<0.05 and |log2 fold change|>1, and were selected for further analysis. PPI analysis indicated the mutual effects among these genes and filtered out five hub genes. The top 10 potential targeted drugs were selected. The qPCR results showed that the expression levels of three genes, namely, IL-6, prostaglandin-endoperoxide synthase 2 (PTGS2) and dual oxidase 2 (DUOX2), were different between CD samples and healthy samples. This result was consistent with the results obtained from the bioinformatics analysis. In conclusion, bioinformatics analysis identified a total of 13 ferroptosis-associated genes in CD. Further verification by qPCR showed that IL-6, PTGS2 and DUOX2 may affect the process of CD by regulating ferroptosis. These findings might provide new biomarkers, diagnostic and therapeutic markers for CD.
铁死亡相关基因可能在克罗恩病(CD)的发病机制中发挥关键调节作用。本研究的目的是鉴定在CD中表达的与铁死亡相关的基因,并为CD的诊断和治疗提供指导。CD的mRNA表达数据最初从基因表达综合数据库(GEO)收集。选择GSE75214和GSE102133数据集作为主要研究对象,并分析差异表达基因(DEG)。随后,使用R软件分析CD与铁死亡相关基因之间DEG中的共同基因。进行基因本体富集分析和京都基因与基因组百科全书通路分析以鉴定相关通路和功能。进行蛋白质-蛋白质相互作用(PPI)分析以鉴定靶基因。利用DSigDB网站预测枢纽基因的潜在靶标药物。采用逆转录定量(RT-q)PCR检测从健康对照和CD患者获得的临床样本中这些铁死亡相关基因的表达。根据两个GEO数据集,在CD中鉴定出13个铁死亡DEG(11个上调基因和2个下调基因),阈值为P<0.05且|log2倍数变化|>1,并选择进行进一步分析。PPI分析表明这些基因之间的相互作用,并筛选出5个枢纽基因。选择了前10种潜在的靶向药物。qPCR结果显示,CD样本和健康样本中白细胞介素6(IL-6)、前列腺素内过氧化物合酶2(PTGS2)和双氧化酶2(DUOX2)这三个基因的表达水平不同。该结果与生物信息学分析结果一致。总之,生物信息学分析在CD中总共鉴定出13个与铁死亡相关的基因。qPCR进一步验证表明,IL-6、PTGS2和DUOX2可能通过调节铁死亡影响CD的进程。这些发现可能为CD提供新的生物标志物、诊断和治疗标志物。