Evidence map›Paper›PMID 42835125›Full record

ArticleFrontiers in immunology2026

BDE-47 and male infertility: integrated network toxicology, single-cell transcriptomics, and

Xinyao Zhu, Shuang Wang, Tao Li, Yuqi Li, Tao Zhou

Abstract read
In one paragraph

Article in Frontiers in immunology, 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Xinyao ZhuDepartment of Urology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
Shuang WangNursing Department, Santai Hospital Affiliated to North Sichuan Medical College, Mianyang, Sichuan, China.
Tao LiDepartment of Urology, Santai Hospital Affiliated to North Sichuan Medical College, Mianyang, Sichuan, China.
Yuqi LiDepartment of Andrology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
Tao ZhouDepartment of Urology, Santai Hospital Affiliated to North Sichuan Medical College, Mianyang, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: BDE-47 is a widely detected polybrominated diphenyl ether with potential male reproductive toxicity, but the key testicular cell populations and molecular basis remain unclear. Methods: We integrated network toxicology, single-cell transcriptomic data from BDE-47-exposed mouse testes and human idiopathic non-obstructive azoospermia (NOA), and bulk transcriptomic data. High-dimensional weighted gene co-expression network analysis, exploratory metacell-based feature prioritization with SHapley Additive exPlanations analysis, ferroptosis-driver gene signature scoring, exploratory immune deconvolution, molecular docking, 100-ns molecular dynamics simulation, and TM3 cell experiments were performed. Results: We identified 113 shared candidate genes derived from BDE-47-related and NOA-associated gene sets, mainly enriched in xenobiotic metabolism, glutathione metabolism, oxidative stress, ferroptosis, and reproductive endocrine pathways. Mouse and human single-cell analyses localized the computational candidate signature to Leydig cells as one of the enriched somatic cell populations. GSTM1 was selected as an exploratory candidate based on multialgorithm screening, relative SHAP contribution, expression consistency across evidence layers, and redox-detoxification biological plausibility; it was expressed at lower levels in human NOA Leydig cells and bulk testicular tissue. At the cell level, lower GSTM1 expression was associated with a higher ferroptosis-driver gene signature score. Molecular simulations suggested potential structural compatibility between BDE-47 and GSTM1. In TM3 cells, BDE-47 reduced cellular metabolic activity and GSTM1 protein expression, decreased Gpx4 and Slc7a11 mRNA expression, and increased Acsl4 mRNA expression; ferrostatin-1 partially attenuated these transcriptional changes. Conclusions: BDE-47-related molecular evidence and human NOA-associated evidence showed molecular convergence around GSTM1 and ferroptosis-related molecular features in a Leydig-cell context. In TM3 cells, BDE-47 exposure was accompanied by GSTM1 downregulation and ferroptosis-related transcriptional remodeling. These observations are hypothesis-generating and do not establish direct binding, GSTM1-mediated effects, ferroptotic cell death, or a causal relationship between BDE-47 exposure and human NOA.

Indexed as

FerroptosisGlutathione TransferaseHalogenated Diphenyl EthersInfertility, MaleLeydig CellsAnimalsDown-RegulationGene Expression ProfilingGene Regulatory NetworksHumansMaleMiceSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisTranscriptome2,2',4,4'-tetrabromodiphenyl etherGlutathione TransferaseHalogenated Diphenyl EthersBDE-47ferroptosis-related molecular remodelingGSTM1male infertilitynon-obstructive azoospermia

Identifiers

PMID42835125
PMCPMC13635308

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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 OpenQuestion graph.