Evidence map›Paper›PMID 42116290›Full record

ArticleMedicine2026

Causal role of serum metabolites in chronic periodontitis: A bidirectional Mendelian randomization and multi-omics integration study.

Xiaoli Li, Haohan Ye, Xiaofei Liu, Jun Tang, Rui Xiao

Abstract read
In one paragraph

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

0numbers the graph read from it
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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Xiaoli LiLaboratory of Developmental Biology, Department of Genetics and Cell Biology, School of Basic Medical Sciences, Chongqing Medical University, Chongqing, China.ORCID 0009-0006-8616-8702
Haohan YeDepartment of Bioinformatics, School of Basic Medical Sciences, Chongqing Medical University, Chongqing, China.
Xiaofei LiuDepartment of Rheumatology and Immunology, Hainan Hospital of Chinese PLA General Hospital, Sanya, Hainan, China.
Jun TangCenter for Experimental Teaching Management, Chongqing Medical University, Chongqing, China.
Rui XiaoDepartment of Stomatology, The First Medical Center of PLA General Hospital, Beijing, China.

Funding

the Hainan Province Joint Program on Health Science & Technology Innovation WSJK2025QN007the Hainan Provincial Natural Science Foundation of China 824MS172the National Key R&D Program of China Key Special Project for Marine Environmental Security and Sustainable Development of Coral Reefs 2022-3.5the Science and Technology Research Program of Chongqing Municipal Education Commission KJQN202400467
6 · The paper itself

Abstract

Chronic periodontitis (CP) is a multifactorial inflammatory disease. Growing evidence links dysregulated serum metabolites to CP pathogenesis, yet their causal roles in disease progression remain poorly defined. We performed bidirectional Mendelian randomization (MR) analysis to evaluate causal relationships between 486 serum metabolites and CP. Inverse-variance weighted, MR-Egger, and weighted median methods were employed to mitigate research bias. Sensitivity was evaluated via the Cochran Q test, MR-Egger, and leave-one-out analysis. Metabolic pathway analysis (based on metabolomics data) was carried out via the MetaboAnalyst 6.0. We analyzed RNA-seq data to identify genes and mechanisms involved in serum metabolite regulation of CP development. Bidirectional MR identified 22 metabolites associated with CP risk, with 6 metabolites exhibiting protective effects and 16 linked to risk-increasing associations. Sensitivity analyses confirmed robustness across multiple MR methods, and reverse MR excluded reverse causality. Caffeine metabolism and lysine degradation emerged as the core pathways. Nineteen overlapping genes were identified via transcriptomic integration as key mediators. Enrichment analysis highlighted FoxO signaling and p53-mediated signaling. This study deepens the understanding of metabolic crosstalk and its role in CP pathogenesis, revealing novel biomarkers and therapeutic targets that inform diagnostic precision and therapeutic innovation. However, limitations such as sample size constraints should be noted. Future research could validate these findings in larger populations and explore the underlying biological mechanisms linking these metabolites to CP.

Indexed as

Chronic PeriodontitisMendelian Randomization AnalysisBiomarkersHumansMetabolic Networks and PathwaysMetabolomicsMultiomicsBiomarkerscausalitychronic periodontitisMendelian randomization analysismetabolomicsmulti-omics

Identifiers

PMID42116290
PMCPMC13166884

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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.