ArticleFrontiers in microbiology2018
Oral Microbiome Shifts From Caries-Free to Caries-Affected Status in 3-Year-Old Chinese Children: A Longitudinal Study.
Article in Frontiers in microbiology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 2 of them syntheses 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.
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Who cites it
52 citing papers in PubMed, 2 syntheses or guidelines pooled it, 60 citations in OpenAlex.
- Use of the oral microbiota as screening test to identify children at risk for caries development. A systematic review of longitudinal studies.European journal of oral sciences · 2026Pooled it
- Meta-Analysis Using NGS Data: TheFrontiers in oral health · 2021Pooled it
- In vivo exposure to cranberry juice suppresses dental plaque regrowth and acid production in adults and children: a PGRM study.Scientific reports · 2026Trial
- Evidence Drift and Causal Maturation Drift in Pediatric Health Research: A Dual-Drift Framework and Preliminary Appraisal Instruments for Inferential Fidelity.Children (Basel, Switzerland) · 2026Article
- Modulating Oral Microbiota to Prevent Dental Caries: A Microbial Ecology Approach.Dentistry journal · 2026Review
- Oral Mycobiome Alterations in Children with Phenylketonuria: Associations with Dietary Intake and Metabolic Context-A Pilot Study.Nutrients · 2026Article
- Biological Validation of the PSC-MCAT: Analyzing Dental Plaque Microbiota Across Caries Risk Levels in Preschoolers.International dental journal · 2026Article
- Periodontal Ecosystem and Clinical Implications of the Oral Microbiome: A Narrative Review.International journal of dentistry · 2026Review
- Fluoride varnish application and the temporal evolution of supragingival microbiota in children with differential caries risk.Journal of oral microbiology · 2026Article
- Article
- The Impact of Bacterial-Fungal Interactions on Childhood Caries Pathogenesis.Pathogens (Basel, Switzerland) · 2025Article
- The Infant Oral Microbiome: Developmental Dynamics, Modulating Factors, and Implications for Oral and Systemic Health.International journal of molecular sciences · 2025Review
- Deep Saliva Proteomics Elucidating the Pathogenesis of Early Childhood Caries and Identifying Biomarkers for Early Prediction.Journal of proteome research · 2025Article
- Cariogenic Microbiota and Emerging Antibacterial Materials to Combat Dental Caries: A Literature Review.Pathogens (Basel, Switzerland) · 2025Review
- The Oral Microbiome: A Key Determinant of Oral Health.Advances in experimental medicine and biology · 2025Review
- Characterization of the salivary microbiome of adults with inflammatory bowel disease.Journal of oral microbiology · 2025Article
- Oral microbiome patterns of dental caries in Kazakhstani adolescents.Journal of applied oral science : revista FOB · 2025Article
- Natural Antimicrobial Peptides and Their Synthetic Analogues for Effective Oral Microflora Control and Oral Infection Treatment-The Role of Ceragenins in the Development of New Therapeutic Methods.Pharmaceuticals (Basel, Switzerland) · 2024Review
- Changes in the Gut and Oral Microbiome in Children with Phenylketonuria in the Context of Dietary Restrictions-A Preliminary Study.Nutrients · 2024Article
- Effects of clear aligners and traditional removable appliances on oral microbiome in mixed dentition: a comparative study.BMC oral health · 2024Article
Corrections and comments
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Authors and funding
9 authors at 1 institution in 1 country.
Funding
Abstract
As one of the most prevalent human infectious diseases, dental caries results from dysbiosis of the oral microbiota driven by multiple factors. However, most of caries studies were cross-sectional and mainly focused on the differences in the oral microbiota between caries-free (CF) and caries-affected (CA) populations, while little is known about the dynamic shift in microbial composition, and particularly the change in species association pattern during disease transition. Here, we reported a longitudinal study of a 12-month follow-up of a cohort of 3-year-old children. Oral examinations and supragingival plaque collections were carried out at the beginning and every subsequent 6 months, for a total of three time points. All the children were CF at enrollment. Children who developed caries at 6-month follow-up but had not received any dental treatment until the end of the study were incorporated into the CA group. Children who remained CF at the end of the study were incorporated into the CF group. Using Illumina Miseq Sequencing of the 16S rRNA gene, we monitored the shift of supragingival microbiome during caries initiation and progression in children who developed caries over the 12-month study period. Intriguingly, principle coordinates analyses revealed two major shifting patterns in microbial structures during caries initiation and progression in CA group, but not in CF group. Dynamic co-occurring OTU network study showed that compared to CF group, there was significant increase in both number and intensity of correlations between microbial taxa, as well as the formation of tight clusters of specific bacteria in CA group. Furthermore, there were enhanced correlations, positive ones between CA-enriched taxa, and negative ones between CF-enriched and CA-enriched species within CA group. Our data suggested coordinated microbial interactions could be essential to caries pathogenesis. Most importantly, our study indicated that significant microbial shifts occur not only during caries development, but even in the sub-clinical state. Using supragingival microbiome profiles, we were able to construct a caries-onset prediction model with a prediction accuracy of 93.1%. Our study indicated that the microbial shifts prior to the onset of caries might potentially be used for the early diagnosis and prediction of caries.
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