Evidence map›Paper›PMID 42153145›Full record

ArticlePeerJ2026

A computational analysis of multi-target mechanisms linking bisphenol A to precocious puberty.

Jian Zhang, Jialin Zhu, Yan Wu, Hongjuan Zhou, Zhenlong Zhang

Abstract read
In one paragraph

Article in PeerJ, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jian ZhangZhangjiagang Hospital Affiliated to Soochow University/The First People's Hospital of Zhangjiagang City, Suzhou, China.
Jialin ZhuZhangjiagang Hospital Affiliated to Soochow University/The First People's Hospital of Zhangjiagang City, Suzhou, China.
Yan WuZhangjiagang Hospital Affiliated to Soochow University/The First People's Hospital of Zhangjiagang City, Suzhou, China.
Hongjuan ZhouZhangjiagang Hospital Affiliated to Soochow University/The First People's Hospital of Zhangjiagang City, Suzhou, China.
Zhenlong ZhangZhangjiagang Hospital Affiliated to Soochow University/The First People's Hospital of Zhangjiagang City, Suzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Bisphenol A (BPA), a widely distributed endocrine-disrupting chemical (EDC), has been associated with altered pubertal timing in children, including precocious puberty (PP). However, the multi-target molecular mechanisms potentially linking BPA exposure to PP remain incompletely understood. Objective: To explore the potential multi-target mechanisms by which BPA may contribute to PP using an integrated computational framework. Methods: We combined network toxicology, protein-protein interaction (PPI) network analysis, molecular docking, and molecular dynamics (MD) simulations. Shared targets between BPA and PP were identified through database mining, core targets were prioritized by PPI analysis, and functional enrichment, molecular docking, and MD simulations were used to characterize candidate pathways and predicted target interactions. Results: We identified 54 shared targets between BPA and PP, including 12 prioritized core targets such as estrogen receptor 1 (ESR1), androgen receptor (AR), insulin (INS), insulin-like growth factor 2 (IGF2), and B-Raf proto-oncogene (BRAF). Functional enrichment analysis indicated that these targets were mainly involved in reproductive developmental processes, nuclear receptor activity, and major signaling pathways, including phosphoinositide 3-kinase/protein kinase B (PI3K-Akt) signaling, cyclic guanosine monophosphate/protein kinase G (cGMP-PKG) signaling, and mitogen-activated protein kinase (MAPK). Molecular docking predicted favorable binding of BPA to selected core targets (binding energies: -3.9 to -9.3 kcal/mol), and MD simulations supported relatively stable complex formation for the AR-BPA, BRAF-BPA, and ESR1-BPA systems (RMSD: 0.25-0.5 Å; MM/GBSA: -27.67 to -34.05 kcal/mol). Overall, these findings suggest that BPA may influence pubertal regulation through interconnected processes involving ESR1/AR-related steroid signaling, INS/IGF2-linked metabolic and epigenetic regulation, and BRAF/MAPK-associated intracellular signaling. Conclusion: This study provides a hypothesis-generating computational framework for understanding how BPA may be associated with PP. Our analyses support a putative multi-target model involving ESR1/AR-related steroid signaling, INS/IGF2-linked metabolic and epigenetic regulation, and BRAF/MAPK-associated intracellular signaling. These findings refine the mechanistic map of BPA-associated PP and identify biologically plausible targets for further study. As an

Indexed as

Benzhydryl CompoundsEndocrine DisruptorsPhenolsPuberty, PrecociousBisphenol A CompoundsHumansMolecular Docking SimulationMolecular Dynamics SimulationProtein Interaction MapsProto-Oncogene MasSignal TransductionBenzhydryl Compoundsbisphenol ABisphenol A CompoundsEndocrine DisruptorsMAS1 protein, humanPhenolsProto-Oncogene MasBisphenol AEndocrine disruptionMolecular dockingMolecular dynamicsNetwork toxicologyPrecocious puberty

Identifiers

PMID42153145
PMCPMC13180350

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.