Evidence map›Paper›PMID 41361886›Full record

ArticleJournal of translational medicine2025

Integrated salivary microbiome and metabolome profiling reveals ecological and functional alterations in severe early childhood caries.

Yaqi Liu, Shuxing Yu, Xinyue Wang, Dingwei Ye, Munire Aili, Xiangqing Fu, Jing Zou, Qizhao Ma

Abstract read
In one paragraph

Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Journal of medical microbiology · 2026
    Article
  2. Identification ofMicroorganisms · 2026
    Article
  3. Review
  4. Review
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

8 authors.

Yaqi LiuState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
Shuxing YuState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
Xinyue WangState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
Dingwei YeState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
Munire AiliState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
Xiangqing FuState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China.
Jing ZouState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China. zoujing@scu.edu.cn.
Qizhao MaState Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610041, China. mqz2080@scu.edu.cn.ORCID 0000-0003-4247-0134

Funding

Fundamental Research Funds for the Central Universities, Research and Develop Program, West China Hospital of Stomatology Sichuan University RD-02-202402National Natural Science Foundation of China 32400094National Natural Science Foundation of China 82170947Natural Science Foundation of Sichuan Province 2025ZNSFSC0771Research Funding from West China School/Hospital of Stomatology Sichuan University RCDWJS2023-10
6 · The paper itself

Abstract

backgroundEarly childhood caries (ECC), particularly severe early childhood caries (S-ECC), remains a prevalent chronic disease, significantly affecting children's health and quality of life. Despite extensive research, the detailed ecological and metabolic shifts underlying S-ECC pathogenesis are still poorly characterized. Integrating microbial and metabolic profiling of saliva may provide crucial insights and identify novel biomarkers and therapeutic targets.

methodsWe performed high-throughput 16S rRNA gene sequencing and untargeted metabolomics to comprehensively profile the salivary microbiome and metabolome in children with S-ECC (n = 30) compared to caries-free (CF) controls (n = 30). Differential microbial taxa and metabolites were identified, and their functional implications were explored through KEGG pathway enrichment analysis. Furthermore, integrated correlation analysis was conducted to uncover interactions between key microbial taxa and metabolites.

resultsMicrobial community analysis revealed significant ecological alterations in the saliva of children with S-ECC, characterized by enrichment of potentially cariogenic taxa, including Rothia, Lautropia, Lactobacillus, Achromobacter, as well as Streptococcus mutans, Prevotella histicola, and Lachnoanaerobaculum saburreum. Conversely, health-associated genera such as Bergeyella and Acinetobacter were more abundant in CF children. Metabolomics identified a total of 4,325 salivary metabolites, among which 1,226 differed significantly between groups. Notably, metabolites involved in amino acid metabolism pathways-phenylalanine, tyrosine, D-amino acids, aminobenzoate, arginine, and proline-were upregulated in S-ECC saliva. Integrated analysis further revealed strong positive correlations between key cariogenic bacteria (S. mutans, P. histicola, L. saburreum) and multiple metabolites, including succinic acid, 2-piperidone, D-3-phenyllactic acid, 5-aminovaleric acid, L-malic acid, 2-hydroxypalmitic acid, LPE (16:0), vitamin K1 2,3-epoxide, leucylproline, and L-valine.

conclusionsOur findings demonstrate distinct ecological and functional signatures in the salivary microbiome and metabolome associated with S-ECC. The identified microbial and metabolic alterations, particularly in amino acid metabolism, provide novel insights into the pathogenesis of S-ECC and highlight potential biomarkers for early detection and targeted intervention. However, the cross-sectional design and single time-point saliva collection limit the ability to assess longitudinal dynamics. Future longitudinal studies are warranted to track microbial and metabolomic changes during disease progression and intervention.

Indexed as

Dental CariesMetabolomeMetabolomicsSalivaBiomarkersCase-Control StudiesChild, PreschoolCross-Sectional StudiesFemaleHigh-Throughput Nucleotide SequencingHumansMaleMicrobiotaRNA, Ribosomal, 16SBiomarkersRNA, Ribosomal, 16SAmino acid metabolismBiomarkerSalivary metabolomeSalivary microbiomeSevere early childhood caries

Identifiers

PMID41361886
PMCPMC12798063

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LicenceCC BY-NC-ND
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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.