Supragingival Biomarker flora of Children With and Without Cariogenic Disease and Black Stains, Aged 3 to 6 Years

The diversity of the microbial community has little influence on the development of dental caries and black staining. However, specific bacteria exhibited different relative abundances across the HC, SECC, BSCF, and SECCBS groups; therefore, those bacteria may serve as candidate biomarkers. Co-occurrence network approaches and differential machine learning models can be used to predict a spectrum of dental caries in primary dentition, providing a convenient and preventive strategy.

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Publication Details

Journal
International Dental Journal
Published
2025-12-18
DOI
https://doi.org/10.1016/j.identj.2025.103982
Primary Topic
Oral microbiology and periodontitis research
Type
article
Field-Weighted Citation Impact
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article

Supragingival Biomarker flora of Children With and Without Cariogenic Disease and Black Stains, Aged 3 to 6 Years

Dali Zheng, Aobo Du, Li Zhang, Youguang Lu et al.
International Dental Journal
Oral microbiology and periodontitis research
article

Supragingival Biomarker flora of Children With and Without Cariogenic Disease and Black Stains, Aged 3 to 6 Years

Dali Zheng, Aobo Du, Li Zhang, Youguang Lu, Ying Chen
article en

Abstract

The diversity of the microbial community has little influence on the development of dental caries and black staining. However, specific bacteria exhibited different relative abundances across the HC, SECC, BSCF, and SECCBS groups; therefore, those bacteria may serve as candidate biomarkers. Co-occurrence network approaches and differential machine learning models can be used to predict a spectrum of dental caries in primary dentition, providing a convenient and preventive strategy.

International Dental JournalVol. 76(1)
Fujian Medical University (CN), Stomatology Hospital (CN), Shenzhen Children's Hospital (CN), Fujian University of Technology (CN)
Openalex Percentile: Top 51%
Oral microbiology and periodontitis research
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