Identification of benzo(a)pyrene-mediated ferroptosis to impact prognosis prediction and immune microenvironment with network toxicology in lung adenocarcinoma

Benzo(a)pyrene (BaP) is closely associated with the progression of various cancers, including lung adenocarcinoma (LUAD). However, the role of BaP in inducing ferroptosis in LUAD has not been thoroughly explored. In this study, we utilized multiple databases, including ChEMBL, CDT, PubChem, GeneCards, DrugBank, OMIM, TTD, STITCH and TCGA, to identify potential target genes associated with BaP, ferroptosis, and differentially expressed genes in LUAD. We employed a least absolute shrinkage and selection operator (LASSO) and a nomogram approach to construct a prognostic model, and the Kaplan-Meier plotter to evaluate survival outcomes. These analysis led to the identification of four independent prognostic signature genes related to BaP-mediated ferroptosis (DPP4, NQO1, SLC7A11 and TXNRD1). Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis indicated that these genes were involved in immunomodulatory pathways. Further investigation confirmed the close relationship between DPP4, NQO1, SLC7A11, and TXNRD1 and the immune microenvironment. In conclusion, the signature BaP-mediated ferroptosis could have the potential to serve as prognostic indicators and provide new insights into the immune microenvironment of LUAD.

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Publication Details

Journal
Ecotoxicology and Environmental Safety
Published
2026-01-01
DOI
https://doi.org/10.1016/j.ecoenv.2025.119633
Primary Topic
Ferroptosis and cancer prognosis
Type
article
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article

Identification of benzo(a)pyrene-mediated ferroptosis to impact prognosis prediction and immune microenvironment with network toxicology in lung adenocarcinoma

Jiayin He, X Wang, Wei Liu, Jiaxin Gao et al.
Ecotoxicology and Environmental Safety
Ferroptosis and cancer prognosis
article

Identification of benzo(a)pyrene-mediated ferroptosis to impact prognosis prediction and immune microenvironment with network toxicology in lung adenocarcinoma

Jiayin He, X Wang, Wei Liu, Jiaxin Gao, Chunhua Han, Liyun Gao
article en

Abstract

Benzo(a)pyrene (BaP) is closely associated with the progression of various cancers, including lung adenocarcinoma (LUAD). However, the role of BaP in inducing ferroptosis in LUAD has not been thoroughly explored. In this study, we utilized multiple databases, including ChEMBL, CDT, PubChem, GeneCards, DrugBank, OMIM, TTD, STITCH and TCGA, to identify potential target genes associated with BaP, ferroptosis, and differentially expressed genes in LUAD. We employed a least absolute shrinkage and selection operator (LASSO) and a nomogram approach to construct a prognostic model, and the Kaplan-Meier plotter to evaluate survival outcomes. These analysis led to the identification of four independent prognostic signature genes related to BaP-mediated ferroptosis (DPP4, NQO1, SLC7A11 and TXNRD1). Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis indicated that these genes were involved in immunomodulatory pathways. Further investigation confirmed the close relationship between DPP4, NQO1, SLC7A11, and TXNRD1 and the immune microenvironment. In conclusion, the signature BaP-mediated ferroptosis could have the potential to serve as prognostic indicators and provide new insights into the immune microenvironment of LUAD.

Ecotoxicology and Environmental SafetyVol. 309
Jiujiang University (CN), Minzu University of China (CN), Jiujiang First People's Hospital (CN), Wuhan Donghu University (CN)
Good health and well-being
Openalex Percentile: Top 95%
Ferroptosis and cancer prognosis
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Identification of benzo(a)pyrene-mediated ferroptosis to impact prognosis prediction and immune microenvironment with network toxicology in lung adenocarcinoma — Jiayin He, X Wang, et al. · Ecotoxicology and Environmental Safety (2026) | TGRS Research Map | TGRS