Development of a multi-indicator risk prediction model for cervical cancer associated with benzo[a]pyrene and nicotine exposure: A multi-omics study integrating toxicological analyses and molecular docking

Risk prediction models based on multi-omics data and machine learning algorithms provide potential reference targets for prognosis prediction and personalised treatment of cervical cancer patients. The results of this study provide important insights into the understanding of the health risks of cervical cancer associated with Benzo[a]pyrene and Nicotine exposures and the development of preventive and therapeutic strategies for cervical cancer, which may contribute to the development of precision medicine for cervical cancer.

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Publication Details

Journal
Ecotoxicology and Environmental Safety
Published
2025-08-20
DOI
https://doi.org/10.1016/j.ecoenv.2025.118895
Primary Topic
Carcinogens and Genotoxicity Assessment
Type
article
Field-Weighted Citation Impact
0.00
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article

Development of a multi-indicator risk prediction model for cervical cancer associated with benzo[a]pyrene and nicotine exposure: A multi-omics study integrating toxicological analyses and molecular docking

Hongting Zhao, Qingling Ren, Yihan Zhang, Ning Li et al.
Ecotoxicology and Environmental Safety
Carcinogens and Genotoxicity Assessment
article

Development of a multi-indicator risk prediction model for cervical cancer associated with benzo[a]pyrene and nicotine exposure: A multi-omics study integrating toxicological analyses and molecular docking

Hongting Zhao, Qingling Ren, Yihan Zhang, Ning Li, Xiu Li, Yu Si, Yating Xu
article en

Abstract

Risk prediction models based on multi-omics data and machine learning algorithms provide potential reference targets for prognosis prediction and personalised treatment of cervical cancer patients. The results of this study provide important insights into the understanding of the health risks of cervical cancer associated with Benzo[a]pyrene and Nicotine exposures and the development of preventive and therapeutic strategies for cervical cancer, which may contribute to the development of precision medicine for cervical cancer.

Ecotoxicology and Environmental SafetyVol. 303
Nanjing University of Chinese Medicine (CN), Hubei University of Chinese Medicine (CN), Jiangsu Province Hospital (CN)
Good health and well-being
Openalex Percentile: Top 73%
Carcinogens and Genotoxicity Assessment
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