评估动脉粥样硬化和炎症性肠病之间的共同基因和分子通路:系统生物学方法

IF 0.5 Q4 GENETICS & HEREDITY Human Gene Pub Date : 2024-03-15 DOI:10.1016/j.humgen.2024.201277
Sara Shafieipour , Mohammadjavad Mohammadtaghizadeh
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引用次数: 0

摘要

背景迄今为止,尚未基于系统生物学方法对动脉粥样硬化和 IBD 之间的共有基因和分子通路进行研究。确定共同基因和分子通路有助于为患者设计治疗策略。因此,在本研究中,我们重点研究了这一课题。材料与方法我们使用 GenCLip3 和 DisGeNET 数据库来鉴定与 IBD 和动脉粥样硬化相关的基因。通过 STRING 数据库设计常见基因的蛋白-蛋白相互作用(PPI)分析,并使用 Cytoscape 进行可视化。利用 Cytoscape 的 Cytohubba 插件确定了枢纽基因。结果利用 GenCLip3 和 DisGeNET 数据库,发现 338 个基因是 IBD 和动脉粥样硬化的共有基因。PPI网络和枢纽基因分析发现了8个枢纽基因,包括STAT3、RELA、MAPK3、MAPK1、PIK3CA、AKT1、TP53和TNF-α。结果显示,在miRNA和转录因子(TF)中,hsa-miR-146a-5p和RELA与枢纽基因的相互作用最多。基因本体(GO)分析表明,枢纽基因主要参与炎症通路和免疫细胞。此外,从 KEGG 通路(图 4)来看,它们主要参与细胞因子-细胞因子受体相互作用、脂质与动脉粥样硬化、癌症通路、糖尿病并发症中的 AGE-RAGE 信号通路和 TNF 信号通路。
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Evaluation of common genes and molecular pathways between atherosclerosis and inflammatory bowel disease: A systems biology approach

Background

To date, the shared genes and molecular pathways between atherosclerosis and IBD have not been investigated based on a systems biology approach. Identifying common genes and molecular pathways can help in designing treatment strategies in patients. Therefore, in this study, we focused on examining this subject.

Material and methods

GenCLip3 and DisGeNET databases were used to identify the genes related to IBD and atherosclerosis. The protein-protein interaction (PPI) analysis of the common genes was designed by STRING database and visualized using Cytoscape. Hub genes were determined using the Cytohubba plugin of Cytoscape. The miRTarBase and ChEA databases linked to Enrichr tool were used to identify the transcription factors (TFs) and microRNAs (miRNAs) that target the hub genes.

Result

Using GenCLip3 and DisGeNET databases, 338 genes were found to be shared between the IBD and atherosclerosis. PPI network and hub gene analyses identified 8 hub genes including STAT3, RELA, MAPK3, MAPK1, PIK3CA, AKT1, TP53 and TNF-α. According to the results, hsa-miR-146a-5p and RELA has the most interactions with hub genes among miRNAs and transcription factor (TF). Gene ontology (GO) analysis showed that hub genes were mainly involved in inflammatory pathways and immune cells. Furthermore, in terms of the KEGG pathway (Fig.4) they were mainly involved in Cytokine-cytokine receptor interaction, Lipid and atherosclerosis, Pathways in cancer, AGE-RAGE signaling pathway in diabetic complications, and TNF signaling pathway.

Conclusion

The evaluation of common gene hubs between IBD and atherosclerosis can be helpful in identifying pathogenesis factors as well as designing treatment strategies.

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来源期刊
Human Gene
Human Gene Biochemistry, Genetics and Molecular Biology (General), Genetics
CiteScore
1.60
自引率
0.00%
发文量
0
审稿时长
54 days
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