Deciphering the role of per- and polyfluoroalkyl substances in prostate cancer: a multi-omics and computational toxicology approach
Kuiyuan Zhang, Bangwei Che, Wei Li, Heng Luo
Journal:Frontiers in Cell and Developmental Biology
IF:5.3
DOI:10.3389/fcell.2026.1786248
PMID:42306304
Published:2026-05-01
research field:肿瘤学分子生物学毒理学癌症研究生物信息学内分泌学计算生物学环境健康
Abstract
BackgroundPer- and polyfluoroalkyl substances (PFAS), persistent environmental contaminants, are associated with increased Prostate cancer (PCa) risk. However, their molecular mechanisms are poorly defined.MethodsWe employed a comprehensive computational and experimental framework. The toxicological profiles of PFOA and PFOS were predicted. Shared molecular targets between PFAS and PCa were identified by integrating toxicogenomic and transcriptomic data, followed by protein-protein interaction network and enrichment analyses. A robust prognostic model was built and validated using multiple machine-learning algorithms. Core targets were further investigated via single-cell/spatial transcriptomics and molecular docking. Key findings were functionally validated in DU145 PCa cells using qPCR, Western blotting, and assays for proliferation, migration, and invasion.ResultsComputational analysis confirmed the carcinogenic and endocrine-disrupting potential of PFAS. We identified 219 common targets significantly enriched in inflammation, oxidative stress, and cancer-related pathways like PPAR and p53 signaling. Network topology highlighted key hub genes, including ALB and PPARG. A 10-gene machine-learning model demonstrated strong prognostic performance (average C-index: 0.710). Cross-omics analyses pinpointed CDC20 as a pivotal core gene within the PFAS-PCa network. Molecular docking indicated stable binding of PFAS to core targets like CDC20. In vitro experiments confirmed that PFAS exposure upregulates CDC20 and enhances the malignant phenotypes of PCa cells. Furthermore, docking suggested several natural compounds (e.g., quercetin) could potentially bind CDC20 to mitigate PFAS effects.ConclusionThis work systematically reveals that PFAS exposure is associated with PCa progression, potentially involving dysregulation of core genes such as CDC20 and perturbing critical cancer pathways. The developed prognostic model holds clinical relevance, and the identified natural pr
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