Integrating network toxicology, molecular modeling, and in vitro experiments to reveal potential targets and mechanism of BPS-induced osteoporosis

Bisphenol S (BPS) is an environmental pollutant widely detected in nature. Given the high global burden of osteoporosis and increased human exposure to BPS, studying its potential bone toxicity is of great significance, but its underlying mechanisms are still unclear. Here, we explored the potential mechanism of BPS-induced osteoporosis by combining network toxicology, molecular docking, normal mode analysis (NMA), and in vitro experimental verification. By overlapping BPS-related genes with genes associated with osteoporosis, we identified 14 overlapping targets, which were mainly enriched in IL-17/TNF signaling pathways. Four hub targets (SIRT1, MMP2, MMP3, JAK2) were identified based on four topological algorithms, and all exhibited strong binding affinity and stable interactions in molecular docking and NMA study. In vitro experiments showed that, in the BPS exposure model, calcium deposition in ARS staining was reduced, alkaline phosphatase (ALP) activity was inhibited, and the mRNA expression of osteogenic markers decreased in MC3T3-E1 cells. In addition, qRT-PCR analysis confirmed significant downregulation of SIRT1, MMP2, MMP3, and JAK2. Collectively, these findings provide experimental evidence for the bone toxicity of BPS and offer a scientific basis for understanding its potential role in osteoporosis.

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Publication Details

Journal
Ecotoxicology and Environmental Safety
Published
2026-09-30
DOI
https://doi.org/10.1016/j.ecoenv.2026.120868
Primary Topic
Effects and risks of endocrine disrupting chemicals
Type
article
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Integrating network toxicology, molecular modeling, and in vitro experiments to reveal potential targets and mechanism of BPS-induced osteoporosis

胡守奎, Yabo Fang, Juanjuan Huang, Hongye Ma
Ecotoxicology and Environmental Safety
Effects and risks of endocrine disrupting chemicals
article

Integrating network toxicology, molecular modeling, and in vitro experiments to reveal potential targets and mechanism of BPS-induced osteoporosis

胡守奎, Yabo Fang, Juanjuan Huang, Hongye Ma
article en

Abstract

Bisphenol S (BPS) is an environmental pollutant widely detected in nature. Given the high global burden of osteoporosis and increased human exposure to BPS, studying its potential bone toxicity is of great significance, but its underlying mechanisms are still unclear. Here, we explored the potential mechanism of BPS-induced osteoporosis by combining network toxicology, molecular docking, normal mode analysis (NMA), and in vitro experimental verification. By overlapping BPS-related genes with genes associated with osteoporosis, we identified 14 overlapping targets, which were mainly enriched in IL-17/TNF signaling pathways. Four hub targets (SIRT1, MMP2, MMP3, JAK2) were identified based on four topological algorithms, and all exhibited strong binding affinity and stable interactions in molecular docking and NMA study. In vitro experiments showed that, in the BPS exposure model, calcium deposition in ARS staining was reduced, alkaline phosphatase (ALP) activity was inhibited, and the mRNA expression of osteogenic markers decreased in MC3T3-E1 cells. In addition, qRT-PCR analysis confirmed significant downregulation of SIRT1, MMP2, MMP3, and JAK2. Collectively, these findings provide experimental evidence for the bone toxicity of BPS and offer a scientific basis for understanding its potential role in osteoporosis.

Ecotoxicology and Environmental SafetyVol. 324
Capital Medical University (CN), Zhengzhou University (CN), Zhengzhou Central Hospital (CN), Beijing Hospital of Traditional Chinese Medicine (CN), China United Network Communications Group (China) (CN)
Openalex Percentile: Top 12%
Effects and risks of endocrine disrupting chemicals
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Integrating network toxicology, molecular modeling, and in vitro experiments to reveal potential targets and mechanism of BPS-induced osteoporosis — 胡守奎, Yabo Fang, et al. · Ecotoxicology and Environmental Safety (2026) | TGRS Research Map | TGRS