生物信息学鉴定肺动脉高压内质网应激相关的关键基因和生物学途径。

IF 2.6 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Shanzuan Wang, Debin Zhuo, Juan Lin, Chunxia Zhang
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引用次数: 0

摘要

摘要:肺动脉高压(PAH)是一种发病机制尚不清楚的心肺血管疾病。靶向内质网(ER)应激已被认为是治疗PAH的新途径,但内质网应激相关基因在PAH中的作用机制尚不清楚。分析了PAH和内质网应激相关基因的芯片数据。差异和Venn分析鉴定了17个不同表达的内质网应激相关基因。利用CMap数据库预测靶向这些基因的候选药物。构建蛋白-蛋白相互作用(PPI)网络,利用STRING数据库和Cytoscape插件,鉴定出具有复杂相互作用的枢纽基因(LCN2、IGF1、VCAM1、EDN1、HMOX1、TLR4)。应用ROC曲线评价枢纽基因的临床诊断效能。GeneMANIA网站被用来预测与中心基因及其功能相似的基因相关的富集途径。靶向中枢基因的mirna和转录因子使用Networkanalyst网站进行预测。使用不同的算法评估对照样本和多环芳烃样本的免疫水平。九种候选药物被发现潜在地靶向已确定的内质网应激相关基因。枢纽基因及其相关基因在免疫相关通路中显著富集。多环芳烃组免疫细胞浸润增加,表明免疫反应增强。本研究揭示了内质网应激相关中枢基因在PAH中的作用,并提出了针对这些基因的潜在药物。这些发现为多环芳烃的机制提供了有价值的见解,并支持了内质网应激作为治疗靶点的探索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Key Genes and Biological Pathways in Pulmonary Arterial Hypertension Related to Endoplasmic Reticulum Stress Identified by Bioinformatics.

Abstract: Pulmonary arterial hypertension (PAH) is a cardiopulmonary vascular condition with an unclear pathogenesis. Targeting endoplasmic reticulum (ER) stress has been suggested as a novel treatment approach for PAH, but the mechanisms involving ER stress-related genes in PAH are not well understood. Microarray data for PAH and ER stress-related genes were analyzed. Differential and Venn analyses identified 17 differentially expressed ER stress-related genes in PAH. Candidate drugs targeting these genes were predicted using the CMap database. A protein-protein interaction (PPI) network was constructed, and hub genes (LCN2, IGF1, VCAM1, EDN1, HMOX1, TLR4) with complex interplays were identified using the STRING database and Cytoscape plugins. The clinical diagnostic performance of the hub genes was evaluated using ROC curves. The GeneMANIA Web site was utilized to predict enriched pathways associated with the hub genes and their functionally similar genes. MiRNAs and transcription factors targeting the hub genes were predicted using the Networkanalyst Web site. The immune levels in control samples and PAH samples were assessed using various algorithms. Nine drug candidates were found to potentially target the identified ER stress-related genes. The hub genes and their correlated genes were significantly enriched in immune-related pathways. The PAH group showed increased immune cell infiltration, indicating a heightened immune response. This study sheds light on the role of ER stress-associated hub genes in PAH and proposes potential drugs targeting these genes. These findings provide valuable insights into PAH mechanisms and support the exploration of ER stress as a therapeutic target.

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来源期刊
CiteScore
5.10
自引率
3.30%
发文量
367
审稿时长
1 months
期刊介绍: Journal of Cardiovascular Pharmacology is a peer reviewed, multidisciplinary journal that publishes original articles and pertinent review articles on basic and clinical aspects of cardiovascular pharmacology. The Journal encourages submission in all aspects of cardiovascular pharmacology/medicine including, but not limited to: stroke, kidney disease, lipid disorders, diabetes, systemic and pulmonary hypertension, cancer angiogenesis, neural and hormonal control of the circulation, sepsis, neurodegenerative diseases with a vascular component, cardiac and vascular remodeling, heart failure, angina, anticoagulants/antiplatelet agents, drugs/agents that affect vascular smooth muscle, and arrhythmias. Appropriate subjects include new drug development and evaluation, physiological and pharmacological bases of drug action, metabolism, drug interactions and side effects, application of drugs to gain novel insights into physiology or pathological conditions, clinical results with new and established agents, and novel methods. The focus is on pharmacology in its broadest applications, incorporating not only traditional approaches, but new approaches to the development of pharmacological agents and the prevention and treatment of cardiovascular diseases. Please note that JCVP does not publish work based on biological extracts of mixed and uncertain chemical composition or unknown concentration.
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