Evidence map›Paper›PMID 41307322›Full record

ArticleJournal of periodontal research2025

Multi-Omics Signatures of Periodontitis and Periodontal Therapy on the Oral and Gut Microbiome.

Giacomo Baima, Shareef Dabdoub, Vivek Thumbigere-Math, Davide Giuseppe Ribaldone, Gian Paolo Caviglia, Leonardo Tenori, Linda Fantato, Alessia Vignoli, Mario Romandini, Ilario Ferrocino and 1 more

Registry-linked trialAbstract read
In one paragraph

Article in Journal of periodontal research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04826926 (Impact of Timing of Re-evaluation After Non-surgical Periodontal Therapy on Clinical Parameters and Decision-making. A Prospective Clinical Trial), which is not on this map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
–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.

NCT04826926 nacompletednot on this map

Impact of Timing of Re-evaluation After Non-surgical Periodontal Therapy on Clinical Parameters and Decision-making. A Prospective Clinical Trial

TypeinterventionalSponsorUniversity of Turin, ItalyRan2021 to 2022Enrolled28ConditionsPeriodontitisArmsProcedure/Surgery: Non Surgical Periodontal Therapy
3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 1 synthesis or guideline pooled it.

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  10. Serum antibody titers againstFrontiers in oral health · 2026
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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

11 authors.

Giacomo BaimaDepartment of Surgical Sciences, University of Turin, Turin, Italy.ORCID https://orcid.org/0000-0002-9395-4967
Shareef DabdoubDivision of Biostatistics and Computational Biology, University of Iowa College of Dentistry, Iowa City, Iowa, USA.ORCID https://orcid.org/0000-0002-1374-8347
Vivek Thumbigere-MathDivision of Periodontology, University of Maryland School of Dentistry, Baltimore, Maryland, USA.ORCID https://orcid.org/0000-0002-8279-3766
Davide Giuseppe RibaldoneDepartment of Medical Sciences, University of Turin, Turin, Italy.
Gian Paolo CavigliaDepartment of Medical Sciences, University of Turin, Turin, Italy.ORCID https://orcid.org/0000-0002-0529-9481
Leonardo TenoriDepartment of Chemistry "Ugo Schiff", University of Florence, Florence, Italy.
Linda FantatoDepartment of Chemistry "Ugo Schiff", University of Florence, Florence, Italy.
Alessia VignoliDepartment of Chemistry "Ugo Schiff", University of Florence, Florence, Italy.ORCID https://orcid.org/0000-0003-4038-6596
Mario RomandiniNinth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Ilario FerrocinoDepartment of Agriculture, Forest and Food Science, University of Turin, Turin, Italy.
Mario AimettiDepartment of Surgical Sciences, University of Turin, Turin, Italy.

Funding

Next Generation EU CUP B83C22004800006Next Generation EU DM 1557 11.10.2022Next Generation EU Program and the Italian Ministry of University and Research Prot. P2022YEX5R
6 · The paper itself

Abstract

aimTo characterize the impact of periodontitis and of Steps I-II of periodontal therapy on microbiome composition, function, and metabolic output across the oral and gut environments.

methodsA multi-omics analysis was performed on saliva and stool samples collected from 50 systemically healthy individuals with and without Stage III-IV periodontitis. For participants with periodontitis, samples were analyzed both at baseline and 3 months after Steps I-II of periodontal therapy. High-throughput whole metagenome sequencing was used to profile microbial taxa and functional genes, NMR-based metabolomics profiled host-microbial metabolites. Single-omic differential abundance analysis between healthy samples and periodontitis samples was performed with MaAsLin2, while analysis between pre- and post-treatment was conducted with timeOmics. Variable selection and subsequent supervised multivariate analysis to determine group-separating markers utilized multi-level sparse Partial Least Squares Discriminant Analysis (sPLS-DA) through mixOmics. KEGG pathway enrichment was analyzed using clusterProfiler, whereas multi-omic data integration was performed with multi-block Partial Least Squares regression analysis.

resultsPeriodontitis was associated with significant compositional and functional changes in both saliva and stool, with increased abundance of pathobionts and loss of health-associated taxa in both niches. A subset of species was shared across oral and gut habitats, with detectable differences across clinical groups. As functional potential, periodontitis enriched microbial pro-inflammatory pathways (lipopolysaccharide biosynthesis, bacterial motility) and depleted beneficial short-chain fatty acid (SCFA)- and vitamin-producing functions. Metabolomic profiles revealed reduced SCFAs and amino acids in periodontitis, with elevated pro-inflammatory metabolites (succinate, trimethylamine) in both saliva and stool. Following therapy, microbial communities and their metabolic output partially reverted toward health-associated profiles, particularly in saliva. Stool samples showed subtler but consistent shifts, including a decrease in some typically oral species and decreased succinate and methylamine and restoration of amino acid and SCFA-related metabolites.

conclusionsPeriodontitis is associated with coordinated microbial and metabolic signatures across the oral and gut environments. Non-surgical periodontal therapy promotes partial ecological restoration in both niches, supporting the view of oral health as a modifiable target for influencing systemic microbial homeostasis.

trial registrationClinicalTrials.gov identification number: NCT04826926.

Indexed as

Gastrointestinal MicrobiomeMouthPeriodontitisAdultFecesFemaleHumansMaleMetabolomicsMiddle AgedMultiomicsSalivagut microbiomemetabolomicsmetagenomicsmulti‐omicsoral–gut axisoral microbiotaperiodontal diseasesperiodontal treatmentperiomedicine

Identifiers

PMID41307322
PMCPMC12881887

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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.