ArticleInflammation2024
High-Throughput Combined Analysis of Saliva Microbiota and Metabolomic Profile in Chinese Periodontitis Patients: A Pilot Study.
Article in Inflammation, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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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.
The trial behind it
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.
- Salivary Proteomics for Detecting Novel Biomarkers of Periodontitis: A Systematic Review.Journal of periodontal research · 2025Pooled it
- Periodontal inflammation and tryptophan-kynurenine metabolism in Parkinson's disease.Clinical oral investigations · 2026Article
- Ferroptosis in salivary gland disorders: mechanisms, biomarkers, and therapeutic perspectives.Apoptosis : an international journal on programmed cell death · 2026Review
- Signaling Through SCFA Receptors Gpr43 and Gpr109a Drives Pro-Inflammatory M1 Macrophage Polarization in Periodontitis.Mediators of inflammation · 2026Article
- The oral‒gut axis in periodontal disease: a systematic review of the associated human evidence of its mechanisms and implications for patient care.Journal of oral microbiology · 2026Review
- Supragingival Plaque Microbial Signatures Between Radiation Related Caries and Common Caries.International dental journal · 2025Article
- Crosstalk Between Microbiome and Ferroptosis in Diseases: From Mechanism to Therapy.Comprehensive Physiology · 2025Review
- Saliva metabolomics: a non-invasive frontier for diagnosing and managing oral diseases.Journal of translational medicine · 2025Review
- Regulation of tryptophan-indole metabolic pathway in Porphyromonas gingivalis virulence and microbiota dysbiosis in periodontitis.NPJ biofilms and microbiomes · 2025Article
- Oral microbiota in cardiovascular health and disease.Frontiers in cellular and infection microbiology · 2025Review
- Recent findings on metabolomics and the microbiome of oral bacteria involved in dental caries and periodontal disease.World journal of microbiology & biotechnology · 2024Review
- Saliva metabolomics: concepts and applications in oral disorders.Clinical oral investigations · 2024Review
- The role of aryl hydrocarbon receptor in the occurrence and development of periodontitis.Frontiers in immunology · 2024Review
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
The onset and progression of periodontitis involves complicated interactions between the dysbiotic oral microbiota and disrupted host immune-inflammatory response, which can be mirrored by the changes in salivary metabolites profile. This pilot study sought to examine the saliva microbiome and metabolome in the Chinese population by the combined approach of 16s rRNA sequencing and high-throughput targeted metabolomics to discover potential cues for host-microbe metabolic interactions. Unstimulated whole saliva samples were collected from eighteen Stage III and IV periodontitis patients and thirteen healthy subjects. Full-mouth periodontal parameters were recorded. The taxonomic composition of microbiota was obtained by 16s rRNA sequencing, and the metabolites were identified and measured by ultra-high performance liquid chromatography and mass spectrometry-based metabolomic analysis. The oral microbiota composition displayed marked changes where the abundance of 93 microbial taxa differed significantly between the periodontitis and healthy group. Targeted metabolomics identified 103 differential metabolites between the patients and healthy individuals. Functional enrichment analysis demonstrated the upregulation of protein digestion and absorption, histidine metabolism, and nicotinate and nicotinamide metabolism pathways in the dysbiotic microbiota, while the ferroptosis, tryptophan metabolism, glutathione metabolism, and carbon metabolism pathways were upregulated in the patients. Correlation analysis confirmed positive relationships between the clinical parameters, pathogen abundances, and disease-related metabolite levels. The integral analysis of the saliva microbiome and metabolome yielded an accurate presentation of the dysbiotic oral microbiome and functional alterations in host-microbe metabolism. The microbial and metabolic profiling of the saliva could be a potential tool in the diagnosis, prognosis evaluation, and pathogenesis study of periodontitis.
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Registered trials
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.