anca相关血管炎与动脉粥样硬化共享分子机制的综合生物信息学分析

IF 4.9 2区 医学 Q1 Medicine Arthritis Research & Therapy Pub Date : 2024-12-19 DOI:10.1186/s13075-024-03448-w
Xun Hu, Inmaculada Xu Lou, Qilan Chen
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引用次数: 0

摘要

越来越多的证据支持抗中性粒细胞细胞质抗体(ANCA)相关血管炎(AAV)与动脉粥样硬化(AS)共存的趋势。然而,这两种疾病的共同病因尚不清楚。本研究旨在探讨ANCA和AS同时发生的机制。在一个全面的基因表达数据库中检查AAV和AS的芯片数据。采用加权基因共表达网络分析(WGCNA)和差异基因表达分析(GEO2R)鉴定AAV和AS之间的共同基因。基于共表达基因,进行了功能富集分析、蛋白-蛋白相互作用(PPI)网络分析和枢纽基因(HGs)鉴定。随后,对HGs进行共表达分析,验证其表达和诊断价值。我们进一步探讨免疫细胞浸润,分析HGs与浸润免疫细胞的相关性。最后,对所选路径的可靠性进行了验证。共同基因分析结果提示,免疫和炎症反应可能是AAV和AS病理生理的共同特征。通过不同分析结果的相互作用,我们确定了5个HGs (CYBB, FCER1G, TYROBP, IL10RA, CSF1R)。CytoHubba插件和HG验证证明了所选5个HG的可靠性。共表达网络分析显示,这5种HGs可影响单核细胞迁移。免疫细胞浸润分析显示,在所有浸润的免疫细胞中,ANCA中的单核细胞和AS中的M0巨噬细胞所占比例较高,浸润程度差异有统计学意义。我们还发现AAV中CYBB、FCER1G、TYROBP、IL10RA、CSF1R和单核细胞/M0巨噬细胞之间以及as中CYBB、FCER1G、TYROBP、IL10RA、CSF1R和M0巨噬细胞之间存在显著正相关。这5种HGs可促进单核细胞向巨噬细胞分化,导致AAV和AS同时发生。我们的研究为AAV和AS共存的机制提供了深入的见解。
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Integrated bioinformatic analysis of the shared molecular mechanisms between ANCA-associated vasculitis and atherosclerosis
Accumulated evidence supports the tendency of antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis(AAV) to coexist with atherosclerosis (AS). However, the common etiology of these two diseases remains unclear. This study aims to explore the mechanisms underlying the concurrent occurrence of ANCA and AS. Microarray data of AAV and AS were examined in a comprehensive gene expression database. Weighted gene co-expression network analysis (WGCNA) and differential gene expression analysis (GEO2R) were performed to identify common genes between AAV and AS. Based on the co-expressed genes, functional enrichment analysis, protein-protein interaction (PPI) network analysis, and identification of hub genes (HGs) were conducted. Subsequently, co-expression analysis of HGs was performed, and their expression and diagnostic value were validated. We further explored immune cell infiltration and analyzed the correlation between HGs and infiltrating immune cells. Finally, the reliability of the selected pathways was verified. The results of the common gene analysis suggest that immune and inflammatory responses may be common features in the pathophysiology of AAV and AS. Through the interaction of different analysis results, we confirmed five HGs (CYBB, FCER1G, TYROBP, IL10RA, CSF1R). The CytoHubba plugin and HG validation demonstrated the reliability of the selected five HGs. Co-expression network analysis revealed that these five HGs could influence monocyte migration. Analysis of immune cell infiltration showed that monocytes in ANCA and M0 macrophages in AS constituted a higher proportion of all infiltrating immune cells, with significant differences in infiltration. We also found significant positive correlations between CYBB, FCER1G, TYROBP, IL10RA, CSF1R, and monocytes/M0 macrophages in AAV, as well as between CYBB, FCER1G, TYROBP, IL10RA, CSF1R, and M0 macrophages in AS. These five HGs can promote monocyte differentiation into macrophages, leading to the concurrent occurrence of AAV and AS. Our study provides insights into the mechanisms underlying the coexistence of AAV and AS.
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来源期刊
CiteScore
8.60
自引率
2.00%
发文量
261
审稿时长
14 weeks
期刊介绍: Established in 1999, Arthritis Research and Therapy is an international, open access, peer-reviewed journal, publishing original articles in the area of musculoskeletal research and therapy as well as, reviews, commentaries and reports. A major focus of the journal is on the immunologic processes leading to inflammation, damage and repair as they relate to autoimmune rheumatic and musculoskeletal conditions, and which inform the translation of this knowledge into advances in clinical care. Original basic, translational and clinical research is considered for publication along with results of early and late phase therapeutic trials, especially as they pertain to the underpinning science that informs clinical observations in interventional studies.
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