Evidence map›Paper›PMID 41605874›Full record

ArticleJournal of cellular and molecular medicine2026

Immunomodulatory Mechanism of Baiyaojian Decoction on Periodontitis: Network Pharmacology, Single-Cell RNA Sequencing and Molecular Docking.

Bing-Jun Chen, Ming-Ming Li, Zhao-Yu Zheng, Wen-Qin Jin, Zhao Jin, Yu-Ling Zuo

Abstract read
In one paragraph

Article in Journal of cellular and molecular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Bing-Jun ChenDepartment of Stomatology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China.ORCID https://orcid.org/0000-0002-7491-4628
Ming-Ming LiDepartment of Stomatology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China.
Zhao-Yu ZhengChengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China.
Wen-Qin JinChengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China.
Zhao JinChengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China.
Yu-Ling ZuoDepartment of Stomatology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, People's Republic of China.

Funding

Health Commission of Chengdu and Chengdu University of Traditional Chinese Medicine Joint Innovation Fund in 2024 WXLH202402019Natural Science Foundation of Sichuan Province 2026NSFSC0492;2026NSFSC1819Special Research Project on Traditional Chinese Medicine of Sichuan Provincial Administration of Traditional Chinese Medicine 2023MS365Xinglin Scholars Research Enhancement Program of Chengdu University of Traditional Chinese Medicine MPRC2024016
6 · The paper itself

Abstract

Periodontitis is one of the most common oral inflammatory diseases. Baiyaojian decoction, known for its prominent immunomodulatory and anti-inflammatory properties, shows significant potential in treating periodontitis, though its molecular mechanisms remain unknown. The active ingredients and therapeutic targets were determined by integrating multiple databases. The protein-protein interaction network was constructed by the STRING platform. Bulk RNA seq data of GSE16134 were included and GO enrichment, GSEA and CIBERSORT algorithm were employed to investigate the immune microenvironment in periodontitis. Single-cell RNA seq data of GSE152042 and GSE171213 were integrated by harmony; the cell-cell communication network was analysed by CellChat, and the differentiation trajectory was constructed by monocle3. Molecular docking was carried out using AutoDockTools, AutoDock Vina and PyMOL. Experimental validation was performed via qRT-PCR, CCK-8 assay, flow cytometry and ELISA. Twenty-seven active ingredients and 207 therapeutic targets were obtained. Thirty-one core therapeutic targets were identified. The infiltration of plasma cells, neutrophils, macrophages and mast cells was significantly enhanced in periodontitis tissues. Twenty-eight of 31 core therapeutic targets were involved in their infiltration, differentiation and pro-inflammatory activities. Molecular docking suggested stable bindings between ingredients and therapeutic targets. Experimental validation confirmed the elevated infiltration of above immune cells and demonstrated the anti-inflammatory properties and target modulation capabilities of key ingredients including Coumestrol, Diosmetin and Gallicin. Baiyaojian decoction may exert immunomodulatory and anti-inflammatory effects to treat periodontitis through multi-ingredient and multi-target mechanisms.

Indexed as

Drugs, Chinese HerbalMolecular Docking SimulationNetwork PharmacologyPeriodontitisAnimalsHumansProtein Interaction MapsSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisDrugs, Chinese Herbalmolecular dockingnetwork pharmacologyperiodontitissingle‐cell RNA sequencingtraditional Chinese medicine

Identifiers

PMID41605874
PMCPMC12851902

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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.