通过网络毒理学和分子对接策略揭示PFOA在透明细胞肾细胞癌中的分子机制。

IF 12.5 2区 医学 Q1 SURGERY
Lei Wang, Linhao Zong, Dake Cao, Miao Guan
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引用次数: 0

摘要

背景:随着全氟辛酸(PFOA)被广泛用作制造不粘涂料、防水材料和其他产品的加工助剂,人们开始关注其对健康的不良影响。流行病学资料显示肾细胞癌(RCC)与PFOA浓度有很强的相关性,动物实验结果也证实了PFOA与RCC之间的相关性。然而,pfoa诱导RCC的关键靶点和机制仍然难以捉摸。本研究利用网络毒理学方法阐明了pfoa诱导的透明细胞RCC (clear cell RCC, ccRCC)的关键靶基因和机制。方法:我们从Swiss Target Prediction数据库、ChEMBL和STITCH中检索潜在的PFOA靶点,并从GeneCards和OMIM中鉴定rcc相关靶点。从癌症基因组图谱计划(TCGA)获得ccRCC患者的转录组学数据,以鉴定差异表达基因。我们从这些数据集中交叉基因来构建蛋白质-蛋白质相互作用(PPI)网络。利用Cytoscape中的MCODE和cytoHubba插件从网络中鉴定出枢纽基因。基于这些枢纽基因的风险评分用于预后分析,并应用分子对接来验证PFOA与枢纽靶点之间的相互作用。结果:来自这些数据集的交叉基因产生了70个潜在的pfoa诱导的ccRCC靶点。网络分析鉴定出cyp2c9、CYP3A4、CYP1A1、CYP1A2、CYP2B6、CYP2C8、ABCB1等7个枢纽基因,分子对接证实了PFOA与其对应蛋白的结合亲和力。利用基因本体(GO)、京都基因与基因组百科全书(KEGG)和Reactome数据库对70个潜在靶点和7个枢纽基因进行富集分析,揭示了pfoa诱导ccRCC的4种潜在机制:外源代谢异常和有毒中间体积累、脂质稳态破坏、氧化应激和活性氧(ROS)产生以及类固醇激素信号通路中断。结论:我们的研究结果为pfoa诱导的ccRCC机制提供了新的见解,对风险评估和环境健康具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unraveling the molecular mechanisms of PFOA in clear cell renal cell carcinoma through network toxicology and molecular docking strategies.

Background: As Perfluorooctanoic Acid (PFOA) has been extensively utilized as a processing aid in the manufacture of non-stick coatings, waterproof materials, and other products, concerns regarding its adverse health effects have emerged. Epidemiological data revealed a strong correlation between renal cell carcinoma (RCC) and PFOA concentration, while animal experimental results also demonstrate the association between PFOA and RCC. However, the key targets and mechanisms underlying PFOA-induced RCC remain elusive. This study utilized network toxicology to elucidate the critical target genes and mechanisms of PFOA-induced clear cell RCC (ccRCC), the most prevalent RCC subtype.

Methods: We retrieved potential PFOA targets from the Swiss Target Prediction database, ChEMBL, and STITCH, and identified RCC-related targets from GeneCards and OMIM. Transcriptomic data for ccRCC patients were obtained from The Cancer Genome Atlas Program (TCGA) to identify differentially expressed genes. We intersected genes from these datasets for construct a protein-protein interaction (PPI) network. Hub genes were identified from the network using MCODE and cytoHubba plugins in Cytoscape. A risk score based on these hub genes was developed for prognostic analysis, and molecular docking was applied to validate the interactions between PFOA and hub targets.

Results: Intersection genes from these datasets, yielding 70 potential PFOA-induced ccRCC targets. Network analysis identified 7 hub genes-CYP2C9, CYP3A4, CYP1A1, CYP1A2, CYP2B6, CYP2C8, and ABCB1, and molecular docking confirmed PFOA's binding affinity to their corresponding proteins. Enrichment analysis using Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Reactome databases on the 70 potential targets and 7 hub genes revealed four potential mechanisms of PFOA-induced ccRCC: abnormal xenobiotic metabolism and accumulation of toxic intermediates, disrupted lipid homeostasis, oxidative stress and reactive oxygen species (ROS) generation, and disrupted steroid hormone signaling.

Conclusion: Our findings provide novel insights into PFOA-induced ccRCC mechanisms, with implications for risk assessment and environmental health.

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来源期刊
CiteScore
17.70
自引率
3.30%
发文量
0
审稿时长
6-12 weeks
期刊介绍: The International Journal of Surgery (IJS) has a broad scope, encompassing all surgical specialties. Its primary objective is to facilitate the exchange of crucial ideas and lines of thought between and across these specialties.By doing so, the journal aims to counter the growing trend of increasing sub-specialization, which can result in "tunnel-vision" and the isolation of significant surgical advancements within specific specialties.
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