三甲胺n -氧化物与糖尿病视网膜病变病理的关系:来自网络毒理学和分子对接分析的见解

IF 3 2区 医学 Q1 OPHTHALMOLOGY
Jianping Gao, Jian Zhang, Lei Tang
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引用次数: 0

摘要

三甲胺n -氧化物(TMAO)是一种肠道微生物衍生的代谢物,已成为糖尿病视网膜病变(DR)进展的潜在因素。然而,其在DR中的分子机制尚不清楚。本研究结合网络毒理学和多组学分析来阐明TMAO在DR发病机制中的作用。我们通过整合CTD、SuperPred和GeneCards数据库确定了与tmao相关的靶标。使用GSE60436和GSE102485数据集对dr相关基因进行差异表达分析。我们将这些基因与氧化三甲胺靶点交叉以鉴定关键基因。进行功能富集和途径分析,然后使用ssGSEA进行免疫细胞浸润评估。机器学习算法(LASSO和RF)识别关键标记基因,通过GSE94019数据集和体外实验验证。分子对接探索氧化三甲胺与关键蛋白之间的相互作用。我们确定了45个与dr相关的tmao相关靶点,功能分析显示在应激反应和炎症途径中富集。差异通路分析显示dr中免疫和凋亡通路显著上调。免疫细胞浸润分析显示dr中细胞毒性和炎症细胞水平升高,CASP3、CXCR4和MAPK1成为关键标记基因,其表达在PDR患者中显著上调。分子对接强调了氧化三甲胺与这些蛋白之间稳定的相互作用,表明它们的活性可能受到调节。tmao相关靶点在PDR组织的炎症、氧化和凋亡途径中富集,表明与DR病理有潜在的(但不是因果的)联系。我们的研究结果强调了DR中的肠-视网膜轴,并为tmao介导的糖尿病并发症机制提供了一个框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The association of trimethylamine N-oxide with diabetic retinopathy Pathology: Insights from network toxicology and molecular docking analysis
Trimethylamine N-oxide (TMAO), a gut microbiota-derived metabolite, has emerged as a potential contributor to diabetic retinopathy (DR) progression. However, its molecular mechanisms in DR remain unclear. This study integrates network toxicology and multi-omics analyses to elucidate TMAO's role in DR pathogenesis. We identified TMAO-related targets through integration of CTD, SuperPred, and GeneCards databases. Differential expression analysis of DR-related genes was performed using GSE60436 and GSE102485 datasets. We intersected these with TMAO targets to identify key genes. Functional enrichment and pathway analyses were conducted, followed by immune cell infiltration assessment using ssGSEA. Machine learning algorithms (LASSO and RF) identified key marker genes, validated through GSE94019 dataset and in vitro experiments. Molecular docking explored interactions between TMAO and key proteins. We identified 45 TMAO-related targets implicated in DR. Functional analysis revealed enrichment in stress response and inflammatory pathways. Differential pathway analysis indicated significant upregulation of immune and apoptotic pathways in DR. Immune cell infiltration analysis showed increased levels of cytotoxic and inflammatory cells in DR. CASP3, CXCR4, and MAPK1 emerged as key marker genes, their expression significantly upregulated in PDR patients. Molecular docking highlighted stable interactions between TMAO and these proteins, suggesting potential modulation of their activity. TMAO-associated targets are enriched in inflammatory, oxidative, and apoptotic pathways in PDR tissues, suggesting a potential (but not causal) link to DR pathology. Our findings highlight the gut-retina axis in DR and provide a framework for targeting TMAO-mediated mechanisms in diabetic complications.
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来源期刊
Experimental eye research
Experimental eye research 医学-眼科学
CiteScore
6.80
自引率
5.90%
发文量
323
审稿时长
66 days
期刊介绍: The primary goal of Experimental Eye Research is to publish original research papers on all aspects of experimental biology of the eye and ocular tissues that seek to define the mechanisms of normal function and/or disease. Studies of ocular tissues that encompass the disciplines of cell biology, developmental biology, genetics, molecular biology, physiology, biochemistry, biophysics, immunology or microbiology are most welcomed. Manuscripts that are purely clinical or in a surgical area of ophthalmology are not appropriate for submission to Experimental Eye Research and if received will be returned without review.
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