Molecular mechanisms and clinical insights of benzo[a]pyrene-related lung adenocarcinoma: New discoveries in multi-scale approaches

While the carcinogenicity of Benzo[a]pyrene (BaP) in lung adenocarcinoma (LUAD) is well-documented, the molecular mechanisms underlying BaP-driven tumorigenesis remain not fully clear. We first identified BaP-related prognostic genes for LUAD by analyzing online data and constructed prognostic models. Then diagnostic genes were screened from the aforementioned genes, and machine learning algorithms were employed to develop diagnostic models. Subsequently, single-cell and spatial transcriptomics were applied to characterize the cellular and spatial distribution of target genes, along with their gene co-localization. Molecular docking and dynamics were conducted to assess the binding affinities and stability between BaP and target proteins. In addition, we conducted some other analyses such as the correlation analysis between the expression of target genes (as well as the key genes of some pathways) and the patients' smoking status. During the construction of prognostic and diagnostic models, we identified five genes (SOD1, HK2, ACSS1, ANGPTL4, and CTBP2) that serve as core targets for BaP in the occurrence and progression of LUAD. Single-cell RNA sequencing and spatial transcriptomic analysis further validated these targets, and explained possible pathways how BaP causes LUAD, such as immunity and metabolism together with other analyses. Molecular docking and dynamics collectively revealed strong binding affinities and dynamic interactions between BaP and these targets, while the correlation analysis has also shown good results. Drug enrichment analysis highlighted tiopronin as promising therapeutic candidate for BaP-exposed populations. This study bridges BaP carcinogenesis and LUAD pathogenesis, offering translational insights for risk assessment, early diagnosis, and targeted therapy of BaP-related LUAD.

Authors

Institutions

Publication Details

Journal
Ecotoxicology and Environmental Safety
Published
2026-01-01
DOI
https://doi.org/10.1016/j.ecoenv.2025.119603
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Molecular mechanisms and clinical insights of benzo[a]pyrene-related lung adenocarcinoma: New discoveries in multi-scale approaches

Chongbiao Huang, Zhenyu Xu, Xuchen Cao, Guolu Luo
Ecotoxicology and Environmental Safety
Ferroptosis and cancer prognosis
article

Molecular mechanisms and clinical insights of benzo[a]pyrene-related lung adenocarcinoma: New discoveries in multi-scale approaches

Chongbiao Huang, Zhenyu Xu, Xuchen Cao, Guolu Luo
article en

Abstract

While the carcinogenicity of Benzo[a]pyrene (BaP) in lung adenocarcinoma (LUAD) is well-documented, the molecular mechanisms underlying BaP-driven tumorigenesis remain not fully clear. We first identified BaP-related prognostic genes for LUAD by analyzing online data and constructed prognostic models. Then diagnostic genes were screened from the aforementioned genes, and machine learning algorithms were employed to develop diagnostic models. Subsequently, single-cell and spatial transcriptomics were applied to characterize the cellular and spatial distribution of target genes, along with their gene co-localization. Molecular docking and dynamics were conducted to assess the binding affinities and stability between BaP and target proteins. In addition, we conducted some other analyses such as the correlation analysis between the expression of target genes (as well as the key genes of some pathways) and the patients' smoking status. During the construction of prognostic and diagnostic models, we identified five genes (SOD1, HK2, ACSS1, ANGPTL4, and CTBP2) that serve as core targets for BaP in the occurrence and progression of LUAD. Single-cell RNA sequencing and spatial transcriptomic analysis further validated these targets, and explained possible pathways how BaP causes LUAD, such as immunity and metabolism together with other analyses. Molecular docking and dynamics collectively revealed strong binding affinities and dynamic interactions between BaP and these targets, while the correlation analysis has also shown good results. Drug enrichment analysis highlighted tiopronin as promising therapeutic candidate for BaP-exposed populations. This study bridges BaP carcinogenesis and LUAD pathogenesis, offering translational insights for risk assessment, early diagnosis, and targeted therapy of BaP-related LUAD.

Ecotoxicology and Environmental SafetyVol. 309
Tianjin Medical University Cancer Institute and Hospital (CN)
Good health and well-being
Openalex Percentile: Top 97%
Ferroptosis and cancer prognosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.