Evidence map›Paper›PMID 42776424›Full record

ArticleMolecular diversity2026

Exploring the molecular mechanism of benzo[a]pyrene affecting prostate cancer based on network toxicology and external validation.

Siqi Zhu, Zhuang Li, Kehua Jiang, Fa Sun, Jianguo Zhu

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Article in Molecular diversity, 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.

Siqi Zhu *Guizhou Medical University, Guiyang, 550004, Guizhou, China.
Zhuang Li *Guizhou Medical University, Guiyang, 550004, Guizhou, China.
Kehua JiangDepartment of Urology, Guizhou Provincial People's Hospital, Guiyang, 550002, Guizhou, China. tjjkh@sina.com.
Fa SunGuizhou Medical University, Guiyang, 550004, Guizhou, China. sfgmc@sina.com.
Jianguo ZhuGuizhou Medical University, Guiyang, 550004, Guizhou, China. doctorzhujianguo@163.com.

Funding

Guizhou Province Science and Technology Innovation Talent Team CXTD [2023]011Key Laboratory for Cancer Prevention and treatment of Guizhou Province ZSYS [2025]031the Joint Fund of Guizhou Provincial Health Commission 2024GZYXKYJJXM0054the Leading Talent Project in the Field of Scientific and Technological Innovation of the High-Level Talent Cultivation and Support Project in Guizhou Province Qiankexie KJLYRC-[2026]030the Thousand-level Innovative Talents of Guizhou Province GZSYQCC 【2023】016
6 · The paper itself

Abstract

Benzo[a]pyrene (BaP) is a polycyclic fragrant hydrocarbon contaminant commonly establish throughout the surroundings. The International Agency for Research on Cancer has classified it as a Group 1 carcinogen; however, its exact contribution to the onset of prostate cancer (PCa) is still not well defined. This study systematically explores the mechanism underlying the association between BaP exposure and prostate cancer using approaches including network toxicology, machine learning, transcriptomic validation, immune infiltration assessment, single-cell analysis, molecular docking and external validation. The results showed that BaP and prostate cancer shared 975 overlapping targets, which were predominantly enriched in signaling pathways such as PI3K-Akt. Four core genes were screened out through differential analysis and machine learning, namely CAV1, TWIST1, PRKCA, and GDF15. Transcriptome verification showed that TWIST1 and GDF15 were up-regulated, CAV1 and PRKCA were down-regulated, and the AUC of the four-gene combined diagnosis reached 0.990. Core genes are associated with cellular growth and immune cell recruitment, and single-cell sequencing verified their specific cellular distribution and immunological shifts. Molecular docking showed that BaP binds well to the core target. External validation confirmed that BaP may promotes the progression of PCa, with upregulated expression of GDF15 and downregulated expression of PRKCA in PCa. In conclusion, BaP may promote the development of PCa by regulating pathways such as CAV1, TWIST1, GDF15 and PRKCA.

Indexed as

Benzo[a]pyreneMachine learningMolecular mechanismsNetwork toxicologyProstate cancerSingle-cell analysis

Identifiers

PMID42776424

What Socratic holds

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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.