Elucidating the impact of PFAS exposure on diabetes through integrated network toxicology.

IF 2.7 4区 医学 Q1 Pharmacology, Toxicology and Pharmaceutics
Danyan Chen
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Abstract

Per- and polyfluoroalkyl substances (PFAS) are environmental pollutants linked to various health concerns, including metabolic disorders like diabetes. This study investigates the molecular mechanisms by which PFAS exposure influences diabetes through network toxicology and functional genomics approaches. We utilized the GSE25724 diabetes-related dataset to identify differentially expressed genes (DEGs) associated with PFAS exposure using the Comparative Toxicogenomics Database (CTD). Our methodologies included enrichment analyses, single-sample Gene Set Enrichment Analysis (ssGSEA), Protein-Protein Interaction (PPI) network construction, immune cell infiltration analysis, molecular docking, and validation experiments on HepG2 cells. Our analysis identified 34 DEGs linked to both diabetes and PFAS exposure. Enrichment analysis indicated these genes' involvement in critical pathways such as adipocytokine signaling, insulin secretion, and glucose homeostasis. ssGSEA revealed that inflammation-related pathways were significantly upregulated, while metabolic and stress response pathways were downregulated in the T2DM group. The PPI network pinpointed ATP2A2, INS, and NFE2L2 as key hub genes, which were validated to be significantly downregulated under PFAS exposure in HepG2 cells. The diagnostic potential of these genes was strong, with AUC values over 0.88. Immune cell infiltration analysis showed significantly altered immune profiles in the T2DM group. Molecular docking demonstrated stable binding between PFAS compounds and key genes, providing insights into potential molecular interactions. Our findings suggest that PFAS exposure disrupts crucial gene functions and biological pathways associated with diabetes, highlighting the significant impact of environmental toxicants on metabolic health. This underlines the need for further research into PFAS's role in diabetes pathophysiology.

通过综合网络毒理学阐明PFAS暴露对糖尿病的影响。
全氟烷基和多氟烷基物质(PFAS)是与各种健康问题有关的环境污染物,包括糖尿病等代谢紊乱。本研究通过网络毒理学和功能基因组学研究PFAS暴露影响糖尿病的分子机制。我们利用GSE25724糖尿病相关数据集,利用比较毒物基因组学数据库(CTD)识别与PFAS暴露相关的差异表达基因(DEGs)。我们的方法包括富集分析、单样本基因集富集分析(ssGSEA)、蛋白-蛋白相互作用(PPI)网络构建、免疫细胞浸润分析、分子对接和HepG2细胞验证实验。我们的分析确定了34个deg与糖尿病和PFAS暴露有关。富集分析表明,这些基因参与脂肪细胞因子信号传导、胰岛素分泌和葡萄糖稳态等关键途径。ssGSEA显示,T2DM组炎症相关通路显著上调,代谢和应激反应通路下调。PPI网络确定了ATP2A2、INS和NFE2L2为关键枢纽基因,这些基因在PFAS暴露的HepG2细胞中被证实显著下调。这些基因的诊断潜力很强,AUC值大于0.88。免疫细胞浸润分析显示,T2DM组免疫谱明显改变。分子对接证明了PFAS化合物与关键基因之间的稳定结合,为潜在的分子相互作用提供了见解。我们的研究结果表明,PFAS暴露破坏了与糖尿病相关的关键基因功能和生物学途径,突出了环境毒物对代谢健康的重大影响。这表明需要进一步研究PFAS在糖尿病病理生理中的作用。
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来源期刊
CiteScore
6.60
自引率
3.10%
发文量
66
审稿时长
6-12 weeks
期刊介绍: Toxicology Mechanisms and Methods is a peer-reviewed journal whose aim is twofold. Firstly, the journal contains original research on subjects dealing with the mechanisms by which foreign chemicals cause toxic tissue injury. Chemical substances of interest include industrial compounds, environmental pollutants, hazardous wastes, drugs, pesticides, and chemical warfare agents. The scope of the journal spans from molecular and cellular mechanisms of action to the consideration of mechanistic evidence in establishing regulatory policy. Secondly, the journal addresses aspects of the development, validation, and application of new and existing laboratory methods, techniques, and equipment.
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