Aug 2026· Ecotoxicology and Environmental Safety· Vol 323, pp.
120680
· 0 citations· 48 references
Medicine
TL;DR
These findings provide population-level, computational, biophysical, and functional evidence supporting an association between BPA and pancreatic cancer, with AHR identified as a potential key molecular mediator.
Abstract
Bisphenol A (BPA) is a ubiquitous environmental endocrine disruptor; its association with pancreatic cancer and its potential mechanisms of action remain unclear. This study established a comprehensive framework integrating population epidemiology, computational toxicology, machine learning, molecular dynamics simulations, and experimental validation to conduct a systematic investigation. Analysis of NHANES 2003-2016 data (N = 11,894 adults) revealed that high urinary BPA exposure (quartile 4 vs. quartiles 1-3) was significantly associated with increased cancer mortality (OR = 1.43, 95% CI: 1.04-1.96, P = 0.027; PAF = 9.51%). Intersection analysis of 597 BPA target genes and 3933 pancreatic cancer-associated genes identified 246 overlapping candidates, from which 14 core genes were prioritized through machine learning screening across 15 algorithms and 175 combinations. A diagnostic nomogram constructed based on these 14 genes achieved AUCs of 0.984 and 0.997 in the GSE15471 and TCGA-PAAD + GTEx datasets, respectively. Molecular dynamics simulations (200 ns × 3 replicates) combined with MM/GBSA binding free energy calculations indicated that the binding affinity of AHR for BPA (-57.55 ± 7.20 kcal/mol) was approximately twice that of GPRC5A (-28.87 ± 12.96) and comparable to that of known AHR ligands. Functionally, BPA exhibited a cell-type-dependent biphasic effect, inhibiting normal pancreatic ductal epithelial cell (hTERT-HPNE) viability while enhancing colony formation in AsPC-1 and MiaPaCa-2 pancreatic cancer cells, with AHR knockdown attenuating this proliferative advantage. Collectively, these findings provide population-level, computational, biophysical, and functional evidence supporting an association between BPA and pancreatic cancer, with AHR identified as a potential key molecular mediator.
BACKGROUND
The association between organochlorine pesticides (OCPs)/synthetic pyrethroids (SPs) and thyroid cancer (TC) remains poorly understood, with metabolic mechanisms unexplored.
METHODS
We conducted a 1:1 age- and sex-matched case-control study (n = 668). Serum levels of 27 target analytes (19 OCPs and 8 SPs) were quantified; subsequent analyses were restricted to 13 compounds (10 OCPs and 3 SPs) with detection frequencies ≥85%. Eight machine learning (ML) algorithms with Shapley Additive Explanations (SHAP) were used to identify key pollutants in the 334 case-control pairs. Untargeted metabolomics was performed in a subset of 50 age- and sex-matched case-control pairs. Mixture effects were assessed by Bayesian kernel machine regression (BKMR) and weighted quantile sum (WQS) regression. Furthermore, the Latent Unknown Clustering Integrating Multi-Omics Data (LUCID) model was employed to integrate exposure and metabolic data, enabling the identification of TC patient subgroups and the exploration of underlying metabolic mechanisms.
RESULTS
Participants (mean age 45.2 years, 82.3% female) had serum OCPs at 0.007-0.333 ng/mL and SPs at 0.046-0.095 ng/mL. ML algorithms identified fenpropathrin, β-BHC, cyhalothrin, α-BHC, and p,p'-DDD as the top five contributors to TC. Elevated OCPs/SPs exposure was significantly associated with increased TC risk (WQS: adjusted OR = 1.45, 95%CI = 1.34-2.24, P = 0.019; LUCID: OR = 9.33). Fenpropathrin was the primary contributor (BKMR posterior inclusion probability = 1.00; WQS weight = 67.6%). A total of 45 significant differential metabolites (DMs) were identified (VIP ≥1, P < 0.05, and qualitative level 1). LUCID revealed a distinct TC cluster characterized by upregulated S-sulfo-L-cysteine/adenosine and downregulated 2-hydroxycaprylic acid.
CONCLUSION
OCPs/SPs mixtures, driven by fenpropathrin, disrupt amino acid/nucleotide metabolism while suppressing organic acid metabolism, representing a potential TC-associated metabolic signature.
Fei Wang, Chunxiang Li, Linfang Zou et al.· Environment International· 0 citations
How BDE47 exposure may influence lung adenocarcinoma and highlights the need for environmental pollutant monitoring, while also offering potential biomarkers for cancer prognosis and treatment is revealed.
Mingyu Zhao, Xiao-Rong Wu, Yixin Mao et al.· 3 Biotech· 0 citations
The machine learning-derived 12-gene signature, interpreted as CRC-associated genes overlapping with predicted BPA targets and supported by in silico molecular docking, offers valuable insights into the molecular basis of BPA-associated colorectal carcinogenesis and presents candidate targets for subsequent experimental validation.
Xiaoxuan Li, Genning Mai, Yuexi Xiao et al.· Scientific Reports· 0 citations
BACKGROUND
Bisphenol A (BPA) is a common environmental endocrine disruptor linked to type 2 diabetes mellitus (T2DM) and colorectal cancer (CRC), but the exact mechanism connecting BPA exposure to their comorbidity is unclear.
METHODS
This study integrated network toxicology, single-cell transcriptomic data, molecular simulation, in vitro cell experiments, and patient-derived explant (PDE) models to systematically explore the potential molecular basis underlying the correlation between BPA exposure and T2DM-CRC comorbidity.
RESULTS
CXCL8 was identified as the sole overlapping gene shared among the 30 BPA-T2DM-CRC common targets, the PPI-derived hub genes, and the DEGs identified in GSE115313. It was upregulated in T2DM-CRC tissues, associated with obesity and T2DM, and showed strong diagnostic performance in CRC (AUC=0.895). Immune analysis indicated an increased proportion of Tregs in CRC samples from patients with T2DM, while CXCL8 expression correlated positively with M1 macrophage and activated mast cell infiltration. Single-cell transcriptomic data analysis of GSE188711 showed that CXCL8 expression varied along the inferred pseudotime trajectory and appeared enriched in the annotated B-cell population. Molecular simulations showed moderate binding between BPA and CXCL8 (binding energy: -5.7 kcal/mol). BPA treatment boosted CRC cell proliferation, migration, and invasion, while CXCL8 knockdown reduced these activities. The malignant effects of BPA were significantly reduced when CXCL8 was knocked down. Mechanistically, TEAD4 was identified as a potential upstream transcriptional regulator of CXCL8, while increased CXCL8 expression was accompanied by enhanced p38 MAPK pathway activation.
CONCLUSIONS
BPA-induced CXCL8 upregulation is associated with CRC malignant progression and enhanced p38 MAPK signaling. TEAD4 may function as an upstream transcriptional regulator of CXCL8, although its direct regulation by BPA remains unclear. Given the clinical correlation between CXCL8 upregulation and T2DM status, this pathway may represent a potential mechanistic link contributing to the frequently observed T2DM-CRC comorbidity.
Overall, evidence linking BPA exposure to ovarian-cancer-related outcomes remains limited, and current findings do not establish that BPA causes OC or worsens patient prognosis in humans.
Lu-Lu Zhang, Tong Yu, Zhong-Liu Bian et al.· Frontiers in Cell and Develo...· 0 citations