Analyzing the potential targets and mechanism of per- and polyfluoroalkyl substances (PFAS) on breast cancer by integrating network toxicology, single-cell sequencing, spatial transcriptomics, and molecular simulation.

IF 3.9 4区 生物学 Q1 GENETICS & HEREDITY
Jiajun Li, Deqi Wang, Sihan Song, Yi Wang, Xinlei Wu, Zhuoyi Du, Yanggang Hong
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引用次数: 0

Abstract

Per- and polyfluoroalkyl substances (PFAS), particularly perfluorooctanoic acid (PFOA) and perfluorooctane sulfonate (PFOS), are persistent environmental contaminants linked to adverse health effects, including an increased risk of breast cancer. However, the molecular mechanisms through which PFAS contribute to breast cancer development remain poorly understood. In this study, we employed an integrated approach combining network toxicology, single-cell sequencing, spatial transcriptomics, and molecular simulation to investigate the effects of PFAS on breast cancer. By constructing a protein-protein interaction (PPI) network, we identified six core genes (PPARG, CD36, FABP4, PPARGC1A, LPL, and PCK1) that play a significant role in the development of breast cancer. These genes are involved in key cellular processes such as lipid metabolism, oxidative phosphorylation, and immune regulation, all of which are disrupted by PFAS exposure. Single-cell and spatial transcriptomic analyses revealed that these genes are predominantly expressed in endothelial, myeloid, and cancer-associated fibroblasts within the tumor microenvironment. Molecular simulation further confirmed strong binding energies between PFAS and these target proteins, suggesting direct interactions. Our findings provide novel insights into how PFAS may promote breast cancer progression at the molecular level and highlight the need for further research on environmental pollutants in cancer risk assessment and public health initiatives.

结合网络毒理学、单细胞测序、空间转录组学和分子模拟等方法,分析全氟烷基和多氟烷基物质(PFAS)对乳腺癌的潜在靶点和作用机制。
全氟烷基和多氟烷基物质,特别是全氟辛酸和全氟辛烷磺酸,是与不利健康影响(包括增加患乳腺癌的风险)有关的持久性环境污染物。然而,PFAS促进乳腺癌发展的分子机制仍然知之甚少。在本研究中,我们采用网络毒理学、单细胞测序、空间转录组学和分子模拟相结合的综合方法研究PFAS对乳腺癌的影响。通过构建蛋白-蛋白相互作用(PPI)网络,我们确定了6个核心基因(PPARG、CD36、FABP4、PPARGC1A、LPL和PCK1)在乳腺癌的发展中发挥重要作用。这些基因参与关键的细胞过程,如脂质代谢、氧化磷酸化和免疫调节,所有这些都被PFAS破坏。单细胞和空间转录组分析显示,这些基因主要在肿瘤微环境中的内皮细胞、髓细胞和癌症相关成纤维细胞中表达。分子模拟进一步证实了PFAS与这些靶蛋白之间的强结合能,表明它们之间存在直接的相互作用。我们的研究结果为PFAS如何在分子水平上促进乳腺癌进展提供了新的见解,并强调了在癌症风险评估和公共卫生倡议中进一步研究环境污染物的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.50
自引率
3.40%
发文量
92
审稿时长
2 months
期刊介绍: Functional & Integrative Genomics is devoted to large-scale studies of genomes and their functions, including systems analyses of biological processes. The journal will provide the research community an integrated platform where researchers can share, review and discuss their findings on important biological questions that will ultimately enable us to answer the fundamental question: How do genomes work?
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