Evidence map›Paper›PMID 42245403›Full record

ArticleFrontiers in genetics2026

Causal association and molecular mechanisms of periodontal disease and muscle wasting and atrophy: Mendelian randomization and bioinformatics analysis.

Yaxuan Liu, Wenjuan Zhang, Yang Liu, Yuting Bian, Xin Liu, Wei Liu

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Article in Frontiers in genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yaxuan Liu *Department of Stomatology, The Second Hospital of Shijiazhuang, Shijiazhuang, Hebei, China.
Wenjuan Zhang *Department of Oral Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
Yang LiuDepartment of Stomatology, The Second Hospital of Shijiazhuang, Shijiazhuang, Hebei, China.
Yuting BianDepartment of Stomatology, The Second Hospital of Shijiazhuang, Shijiazhuang, Hebei, China.
Xin LiuDepartment of Stomatology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
Wei LiuDepartment of Stomatology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Periodontal disease, a chronic inflammatory disorder, is increasingly linked to systemic conditions. This study investigates its causal role in muscle wasting via chronic inflammation, aiming to inform integrative therapeutic strategies. Methods: Mendelian randomization (MR) analysis was applied to assess causality. Periodontal disease-related genes were obtained from the GEO dataset GSE223924, and muscle atrophy-related targets from GeneCards. Shared targets were analyzed via protein-protein interaction (PPI) networks, followed by functional enrichment (GO/KEGG) and immune infiltration analyses. Key molecular alterations were validated in clinical samples using qRT-PCR and Western blot. Potential therapeutics were identified through drug prediction and molecular docking. Results: Periodontal disease promotes muscle atrophy through systemic inflammatory dysregulation. We identified 415 shared targets, with IL-6, IL-1β, and IL-10 emerging as core genes. These were enriched in the PI3K-Akt signaling pathway and correlated significantly with altered immune cell infiltration. Experimental validation confirmed dysregulation of these cytokines in patient tissues. Through drug prediction and molecular docking, exploratory potential candidate compounds were obtained. These are only the results of the preliminary virtual screening, including rofecoxib, TT-301 and nelfinavir. Conclusion: This study initially explored the potential positive causal relationship between periodontal disease and muscle atrophy. This relationship is mediated by chronic inflammation centered on IL-6, IL-1β, and IL-10 within the PI3K-Akt pathway. The findings provide a translational foundation for dual-targeting therapeutic strategies.

Indexed as

bioinformatics analysisinflammatory cytokinesMendelian randomizationmuscle wasting and atrophyperiodontal disease

Identifiers

PMID42245403
PMCPMC13233056

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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 Socratic graph.