Exploring the mechanism and drug candidates of alveolar echinococcosis affecting liver fibrosis through analysis of existing microarray data

IF 2.5 3区 医学 Q2 PARASITOLOGY Acta tropica Pub Date : 2025-01-23 DOI:10.1016/j.actatropica.2025.107532
Jialing Wang , Pengtao Li , Yuqian Li , Chunsheng Wang , Kulaixi Xilizhati , Jianrong Ye
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Abstract

Echinococcosis, a zoonotic disease, significantly impacts the liver, with alveolar echinococcosis (AE) often leading to liver fibrosis and, in severe cases, cirrhosis. However, the molecular mechanisms by which AE infection promotes liver fibrosis remain incompletely understood. This study utilized bioinformatic analysis of existing microarray data to explore the shared mechanisms between AE and liver fibrosis and to identify potential therapeutic drug candidates. We analyzed gene expression datasets to identify common differentially expressed genes (DEGs), followed by enrichment analyses using Gene Ontology and the Kyoto Encyclopedia of Genes and Genomes databases to determine biological functions and pathways. A protein-protein interaction network was constructed, and key hub genes were identified using Cytoscape software. Immune cell infiltration was evaluated and correlated with hub gene expression. Transcription factors regulating DEGs were predicted using the TRRUST database, and drug-target interactions were explored using DrugBank. A total of 260 DEGs were identified, primarily associated with cell cycle regulation and immune response pathways. Ten hub genes (DLGAP5, AURKA, MELK, CCNB2, CCNA2, NUF2, BUB1B, BUB1, TOP2A, and CCNB1) were highlighted for their significant interconnectivity and functional relevance. Immune infiltration analysis revealed dysregulation in immune responses, and transcription factor analysis identified E2F3 as a key regulatory factor with decreased expression in both AE and liver fibrosis. Finally, 135 candidate drugs targeting these hub genes were identified, offering new insights into therapeutic strategies. This study provides a foundation for understanding the molecular mechanisms underlying AE-related liver fibrosis and highlights potential drug candidates for clinical exploration.
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通过对现有芯片数据的分析,探索肺泡包虫病影响肝纤维化的机制和候选药物。
棘球蚴病是一种人畜共患疾病,严重影响肝脏,肺泡棘球蚴病(AE)常导致肝纤维化,严重时可导致肝硬化。然而,AE感染促进肝纤维化的分子机制仍不完全清楚。本研究利用现有微阵列数据的生物信息学分析来探索AE和肝纤维化之间的共同机制,并确定潜在的治疗候选药物。我们分析了基因表达数据集,以确定共同差异表达基因(DEGs),然后使用基因本体和京都基因与基因组百科数据库进行富集分析,以确定生物学功能和途径。构建蛋白-蛋白相互作用网络,利用Cytoscape软件鉴定关键枢纽基因。免疫细胞浸润与hub基因表达相关。使用trust数据库预测调节deg的转录因子,并使用DrugBank探索药物-靶标相互作用。共鉴定出260个deg,主要与细胞周期调节和免疫应答途径相关。10个枢纽基因(DLGAP5、AURKA、MELK、CCNB2、CCNA2、NUF2、BUB1B、BUB1、TOP2A和CCNB1)因其显著的互联性和功能相关性而被突出显示。免疫浸润分析显示免疫反应失调,转录因子分析发现E2F3是AE和肝纤维化中表达降低的关键调控因子。最后,确定了135种靶向这些枢纽基因的候选药物,为治疗策略提供了新的见解。该研究为理解ae相关肝纤维化的分子机制提供了基础,并强调了临床探索的潜在候选药物。
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来源期刊
Acta tropica
Acta tropica 医学-寄生虫学
CiteScore
5.40
自引率
11.10%
发文量
383
审稿时长
37 days
期刊介绍: Acta Tropica, is an international journal on infectious diseases that covers public health sciences and biomedical research with particular emphasis on topics relevant to human and animal health in the tropics and the subtropics.
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