基于网络毒理学和分子对接的乳腺癌患者脂肪组织中多溴联苯醚的分布及其致癌潜力研究

IF 4.2 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY
Frontiers in Chemistry Pub Date : 2025-09-24 eCollection Date: 2025-01-01 DOI:10.3389/fchem.2025.1630283
Qihao Zhao, Xi Liu, Haoyi Chen, Yingming Jin, Qian Chen, Yiteng Huang, Lin Peng
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引用次数: 0

摘要

现有的流行病学和实验证据已经揭示了个体多溴二苯醚同源物促进乳腺癌的发生。然而,多溴二苯醚混合物对乳腺癌发病机制的全面分子机制仍然知之甚少。本研究旨在确定在女性脂肪组织中优先积累的多溴二苯醚同系物,并研究它们之间的相互作用以及与乳腺癌肿瘤发生有关的关键靶点和分子途径。材料与方法:收集183例乳腺癌患者和145例乳腺良性疾病或非乳腺相关疾病患者的脂肪组织标本。采用气相色谱-质谱联用法测定脂肪中多溴二苯醚的浓度。利用ChEMBL、STITCH、GeneCards、OMIM、TCGA-BRCA数据库以及蛋白-蛋白相互作用(PPI)网络,确定多溴二苯醚的主要靶点及其相互作用。使用Autodock Vina进行分子对接,以验证化学物质与靶标之间的结合亲和力。然后基于基因本体(GO)和京都基因与基因组百科全书(KEGG)途径分析进行功能富集分析。应用机器学习策略来细化参与乳腺癌发病机制的核心基因。结果:BDE-47、BDE-138、BDE-153、BDE-183和BDE-209是脂肪组织中主要的PBDE同源物。富集前20个候选靶基因,以响应化学应激、腺体发育、蛋白连接酶结合、脂质和动脉粥样硬化以及化学致癌。乳腺癌与化学致癌之间的交叉基因和通路揭示了PD-1/PD-L1检查点通路和HIF-1信号通路的显著相关性。机器学习策略将CASP3、ESR1、MMP9、PARP1和PPARG作为参与乳腺癌发病机制的关键基因,与PBDE主要同源基因表现出高亲和力结合。结论:这项综合网络研究揭示了脂肪积累的多溴二苯醚混合物与乳腺癌发病机制之间的机制框架。这些发现为多溴二苯醚相关乳腺癌的预防和治疗干预提供了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Polybrominated diphenyl ether profiles in adipose tissues of breast cancer patients and their carcinogenic potential investigation based on network toxicology and molecular docking.

Introduction: Existing epidemiological and experimental evidence have unveiled individual PBDE congeners facilitate the initiation of breast cancer. However, the comprehensive molecular mechanisms by which PBDE mixtures contribute to breast cancer pathogenesis remains poorly understood. This study aims to identify the PBDE congeners that preferentially accumulate in female adipose tissues and to intricate their interactions and key targets and molecular pathways implicated in breast cancer tumorigenesis.

Materials and methods: Adipose tissue specimens were collected from 183 patients with breast cancer and 145 women with benign breast disease or non breast-related diseases. Adipose PBDEs concentrations were determined by gas chromatograph-mass spectrometer. The ChEMBL, STITCH, GeneCards, OMIM, TCGA-BRCA databases, as well as a protein-protein interaction (PPI) network, were utilized to identify the primary targets of PBDEs and their interactions. Molecular docking was performed using Autodock Vina to validate the binding affinities between chemicals and targets. Functional enrichment analysis was then performed based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Machine learning strategies were applied to refine core genes involved in pathogenesis of breast cancer.

Results: BDE-47, BDE-138, BDE-153, BDE-183 and BDE-209 were recognized as the major PBDE congeners accumulated in adipose tissues. The top 20 candidate target genes were enriched for response to chemical stress, gland development, protein ligase binding, lipid and atherosclerosis and chemical carcinogenesis. The intersected genes and pathways between breast cancer and chemical carcinogenesis revealed significant associations with pathways in the PD-1/PD-L1 checkpoint and the HIF-1 signaling pathway. Machine learning strategies nominated CASP3, ESR1, MMP9, PARP1, and PPARG as crucial genes involved in breast cancer pathogenesis, exhibiting high-affinity binding to the major PBDE congeners.

Conclusion: This integrative network study uncovers a mechanistic framwork linking adipose-accumulated PBDE mixtures to breast cancer pathogenesis. These findings provide insights for preventive and therapeutic interventions against PBDE-associated breast cancer.

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来源期刊
Frontiers in Chemistry
Frontiers in Chemistry Chemistry-General Chemistry
CiteScore
8.50
自引率
3.60%
发文量
1540
审稿时长
12 weeks
期刊介绍: Frontiers in Chemistry is a high visiblity and quality journal, publishing rigorously peer-reviewed research across the chemical sciences. Field Chief Editor Steve Suib at the University of Connecticut is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to academics, industry leaders and the public worldwide. Chemistry is a branch of science that is linked to all other main fields of research. The omnipresence of Chemistry is apparent in our everyday lives from the electronic devices that we all use to communicate, to foods we eat, to our health and well-being, to the different forms of energy that we use. While there are many subtopics and specialties of Chemistry, the fundamental link in all these areas is how atoms, ions, and molecules come together and come apart in what some have come to call the “dance of life”. All specialty sections of Frontiers in Chemistry are open-access with the goal of publishing outstanding research publications, review articles, commentaries, and ideas about various aspects of Chemistry. The past forms of publication often have specific subdisciplines, most commonly of analytical, inorganic, organic and physical chemistries, but these days those lines and boxes are quite blurry and the silos of those disciplines appear to be eroding. Chemistry is important to both fundamental and applied areas of research and manufacturing, and indeed the outlines of academic versus industrial research are also often artificial. Collaborative research across all specialty areas of Chemistry is highly encouraged and supported as we move forward. These are exciting times and the field of Chemistry is an important and significant contributor to our collective knowledge.
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