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基于竞争性内源 RNA 调控网络的溃疡性结肠炎发病机制中氧化应激基因的生物信息学分析。

Bioinformatics analysis of oxidative stress genes in the pathogenesis of ulcerative colitis based on a competing endogenous RNA regulatory network.

机构信息

Department of Traditional Chinese Medicine, Affiliated Hospital of Jining Medical University, Jining, Shandong, China.

College of Integrated Chinese and Western Medicine, Jining Medical University, Jining, Shandong, China.

出版信息

PeerJ. 2024 Aug 16;12:e17213. doi: 10.7717/peerj.17213. eCollection 2024.

Abstract

BACKGROUND

Ulcerative colitis (UC) is a common chronic disease associated with inflammation and oxidative stress. This study aimed to construct a long noncoding RNA (lncRNA)-microRNA (miRNA)-messenger RNA (mRNA) network based on bioinformatics analysis and to explore oxidative stress-related genes underlying the pathogenesis of UC.

METHODS

The GSE75214, GSE48959, and GSE114603 datasets were downloaded from the Gene Expression Omnibus database. Following differentially expressed (DE) analysis, the regulatory relationships among these DERNAs were identified through miRDB, miRTarBase, and TargetScan; then, the lncRNA-miRNA-mRNA network was established. The Molecular Signatures Database (MSigDB) was used to search oxidative stress-related genes. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed for functional annotation and enrichment analyses. Based on the drug gene interaction database DGIdb, drugs that interact with oxidative stress-associated genes were explored. A dextran sulfate sodium (DSS)-induced UC mouse model was used for experimental validation.

RESULTS

A total of 30 DE-lncRNAs, 3 DE-miRNAs, and 19 DE-mRNAs were used to construct a lncRNA-miRNA-mRNA network. By comparing these 19 DE-mRNAs with oxidative stress-related genes in MSigDB, three oxidative stress-related genes (, and ) were found in the 19 DEM sets, which were all negatively associated with miR-194. GO and KEGG analyses showed that , and were associated with immune inflammation and steroid hormone synthesis. In animal experiments, the results showed that dexamethasone, a well-known glucocorticoid drug, could significantly decrease the expression of , and as well as improve UC histology, restore antioxidant activities, inhibit inflammation, and decrease myeloperoxidase activity.

CONCLUSION

was identified as a representative gene associated with glucocorticoid therapy resistance and thus may be a new therapeutic target for the treatment of UC in the clinic.

摘要

背景

溃疡性结肠炎(UC)是一种常见的慢性炎症性疾病,与氧化应激有关。本研究旨在通过生物信息学分析构建一个长链非编码 RNA(lncRNA)-微小 RNA(miRNA)-信使 RNA(mRNA)网络,探讨 UC 发病机制中与氧化应激相关的基因。

方法

从基因表达综合数据库中下载 GSE75214、GSE48959 和 GSE114603 数据集。通过差异表达(DE)分析,利用 miRDB、miRTarBase 和 TargetScan 鉴定这些 DERNAs 之间的调控关系,然后构建 lncRNA-miRNA-mRNA 网络。利用分子特征数据库(MSigDB)搜索与氧化应激相关的基因。对 GO 和 KEGG 进行功能注释和富集分析。基于药物基因相互作用数据库 DGIdb,探讨与氧化应激相关基因相互作用的药物。采用葡聚糖硫酸钠(DSS)诱导 UC 小鼠模型进行实验验证。

结果

共构建了一个 lncRNA-miRNA-mRNA 网络,其中包含 30 个 DE-lncRNAs、3 个 DE-miRNAs 和 19 个 DE-mRNAs。通过将这 19 个 DE-mRNAs 与 MSigDB 中的氧化应激相关基因进行比较,在 19 个 DEM 集中发现了 3 个与氧化应激相关的基因(、和),它们均与 miR-194 呈负相关。GO 和 KEGG 分析表明,、和与免疫炎症和甾体激素合成有关。动物实验结果表明,地塞米松作为一种常用的糖皮质激素药物,可显著降低、和的表达,改善 UC 组织学,恢复抗氧化活性,抑制炎症,降低髓过氧化物酶活性。

结论

鉴定为与糖皮质激素治疗抵抗相关的代表性基因,可能成为临床治疗 UC 的新靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe7e/11332386/19bc3ab88e4f/peerj-12-17213-g001.jpg

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