Evidence map›Paper›PMID 41310080›Full record

ArticleDiscover oncology2025

Integrated network toxicology and molecular simulations uncover the molecular mechanism and core targets of DNBaP-induced lung cancer.

Peng He, Zhongting Lu, Yunfei Zhao, Tao Li, Jing Chen

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Peng He *The General Hospital of Ningxia Medical University, Yinchuan, 750001, China.
Zhongting Lu *The General Hospital of Ningxia Medical University, Yinchuan, 750001, China.
Yunfei ZhaoSchool of Basic Medical Sciences, Ningxia Medical University, Ningxia, 750004, China.
Tao LiThe General Hospital of Ningxia Medical University, Yinchuan, 750001, China. lit1979@163.com.
Jing ChenSchool of Basic Medical Sciences, Ningxia Medical University, Ningxia, 750004, China. chenjing1979@163.com.

Funding

the Key Research and Development Project in the Social Field of Ningxia Hui Autonomous Region No. 2023BEG02010This study was supported by the National Natural Science Foundation of China No.82260716
6 · The paper itself

Abstract

This study aims to comprehensively apply network toxicology and molecular dynamics simulation techniques to investigate the molecular mechanisms of DNBaP-induced lung cancer. We first predicted the toxicological characteristics of DNBaP related to carcinogenicity. Subsequently, by integrating multiple databases, 71 potential cross-targets of DNBaP-induced lung cancer were screened. GO analysis and KEGG pathway enrichment analysis of these targets verified their functions in biological processes and signaling pathways, further confirming their association with lung cancer. Using these potential cross-targets, a STRING interaction network was constructed, and five core genes were identified through Cytoscape software. Molecular docking was performed to predict the binding affinity between DNBaP and these core genes. Finally, molecular dynamics simulations were conducted to further validate the stability of the complexes and infer how the biological functions of the protein structures are affected after complex formation. This study systematically reveals the molecular mechanism of DNBaP-induced lung cancer: it disrupts intracellular homeostasis by interfering with core genes (CDKN2A, EGFR, ESR1, TNF, TP53) and activating key signaling pathways such as PI3K-Akt and MAPK. The research demonstrates the effectiveness and feasibility of integrating network toxicology, molecular docking, and molecular dynamics simulation techniques in assessing the toxic mechanisms of environmental pollutants. It provides an important theoretical basis and scientific methodology for understanding the health risks of DNBaP, screening new targets for lung cancer intervention, and developing preventive strategies.

Indexed as

DNBaPLung cancerMolecular dockingMolecular dynamics simulationNetwork toxicology analysis

Identifiers

PMID41310080
PMCPMC12753595

What OpenQuestion 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 OpenQuestion graph.