炎症性肠病合并糖尿病的综合生物信息学分析和靶向药物预测。

Lili Yang, Ning Wang, Yutong Wang, Wen Li, Ziyang Kong, Bin Zhang, Yaoyao Bian
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引用次数: 0

摘要

简介炎症性肠病(IBD)已成为全球公共问题之一,其发病率逐年上升。由于糖尿病(DM)会改变 IBD 的病情发展,并导致长期的间歇性复发和恶化,因此其并发症糖尿病(DM)引起了越来越多的关注。本研究探讨了 IBD 与 DM 合并慢性疾病的共同机制和潜在靶向药物:基因表达谱数据从基因表达总库(GEO)公共数据库下载。方法:从基因表达总库(GEO)公共数据库下载基因表达谱数据,用 R 软件识别差异表达基因(DEGs)。进行GO注释和通路富集,构建蛋白-蛋白相互作用(PPI)网络,预测相关的lncRNA,并针对关键基因进行药物预测。此外,还对IBD合并DM时核心基因、相关通路和预测的lncRNA之间的调控网络进行了可视化分析:结果:我们发现了关键基因MMP3与参与PPAR通路的lncRNA CDKN2BAS,揭示了IBD合并DM的潜在调控机制。我们还预测了作用于 MMP3 的潜在治疗化合物 ZINC05905909:结论:我们的研究结果揭示了关键基因MMP3、lncRNA CDKN2BAS和PPAR通路的调控机制链,为治疗合并IBD DM的药物疗法提供了潜在的治疗化合物ZINC05905909。
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Integrated Bioinformatics Analysis and Target Drug Prediction of Inflammatory Bowel Disease Co-existent Diabetes Mellitus.

Introduction: Inflammatory bowel disease (IBD) has become one of the public problems worldwide and its incidence rate is increasing year by year. Its concomitant disease i.e. diabetes mellitus (DM) has attracted more and more attention due to DM altering the progression of IBD and leading to long periods of intermittent recurrence and deterioration. The common mechanism and potential target drug of IBD with comorbid chronic conditions of DM were explored.

Methods: Gene expression profile data were downloaded from the Gene Expression Omnibus (GEO) public database. The differentially expressed genes (DEGs) were identified by R software. GO annotation and pathway enrichment were performed, a protein-protein interaction (PPI) network was constructed, associated lncRNAs were predicted and drug prediction targeting key genes was made. Additionally, the regulatory network among core genes, associated pathways, and predicted lncRNA in IBD with coexistent DM were visualized.

Results: We identified the critical gene MMP3 with lncRNA CDKN2BAS involved in the PPAR pathway, which uncovered the underlying regulatory mechanism of IBD with coexistent DM. We also predicted the potential therapeutic compound ZINC05905909 acting on MMP3.

Conclusion: Our findings revealed the regulatory mechanism chain of critical gene MMP3, lncRNA CDKN2BAS, and PPAR pathway and provided potential therapeutic compound ZINC05905909 for drug therapy to treat comorbid IBD DM.

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