Integrated network toxicology, machine learning and molecular docking reveal the mechanism of benzopyrene-induced periodontitis

This first comprehensive analysis of BaP-induced periodontitis using an integrated computational approach elucidates potential molecular mechanisms and identifies specific therapeutic targets. The diagnostic nomogram developed offers a promising tool for clinical periodontitis risk assessment, providing new perspectives on understanding the impact of environmental pollutants on periodontal health.

Authors

Institutions

Publication Details

Journal
BMC Pharmacology and Toxicology
Published
2025-06-06
DOI
https://doi.org/10.1186/s40360-025-00961-9
Citations
9
Primary Topic
Metabolomics and Mass Spectrometry Studies
Type
article
Field-Weighted Citation Impact
7.25

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrated network toxicology, machine learning and molecular docking reveal the mechanism of benzopyrene-induced periodontitis

Chao Deng, Wenjie Wen, Pengpeng Zhang, Donglin Zhang et al.
9 citations
BMC Pharmacology and Toxicology
Metabolomics and Mass Spectrometry Studies
7.25
article

Integrated network toxicology, machine learning and molecular docking reveal the mechanism of benzopyrene-induced periodontitis

Chao Deng, Wenjie Wen, Pengpeng Zhang, Donglin Zhang, Li Rui
article en
9 citations

Abstract

This first comprehensive analysis of BaP-induced periodontitis using an integrated computational approach elucidates potential molecular mechanisms and identifies specific therapeutic targets. The diagnostic nomogram developed offers a promising tool for clinical periodontitis risk assessment, providing new perspectives on understanding the impact of environmental pollutants on periodontal health.

BMC Pharmacology and ToxicologyVol. 26(1)
Wannan Medical College (CN)
Wannan Medical College
Zero hunger
Openalex Percentile: Top 3%
Metabolomics and Mass Spectrometry Studies
7.25
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.