ArticleMicrobiome2022
Evaluating the ecological hypothesis: early life salivary microbiome assembly predicts dental caries in a longitudinal case-control study.
Article in Microbiome, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 27 citations in OpenAlex.
- Associations between the oral microbiome, age, and cumulative dental caries experience: a cross-sectional study.Clinical oral investigations · 2026Article
- Analysis of salivary metabolites and microbial characteristics in patients with dental fluorosis.Clinical oral investigations · 2026Article
- Article
- Comparison of oral collection methods for 16S rRNA gene and shotgun metagenomic sequencing.Microbiology spectrum · 2026Article
- Biological Validation of the PSC-MCAT: Analyzing Dental Plaque Microbiota Across Caries Risk Levels in Preschoolers.International dental journal · 2026Article
- Developmental ecology of the infant oral ecosystem: a framework for early childhood caries.Frontiers in oral health · 2026Review
- Metabolic profiling of severe early childhood caries and black stain: pathway and biomarker discovery in 3-6-year-olds.Frontiers in molecular biosciences · 2026Article
- Mapping the oral microbiome in children with oral diseases using next-generation sequencing: a systematic review.Journal of oral microbiology · 2026Review
- Harmonized multi-cohort analysis of oral microbiome development during early lifetime.Journal of oral microbiology · 2026Article
- Characterization of mEuropean journal of medical research · 2025Article
- Ensemble learning for microbiome-based caries diagnosis: multi-group modeling and biological interpretation from salivary and plaque metagenomic data.BMC oral health · 2025Article
- Inter-kingdom interactions and environmental influences on the oral microbiome in severe early childhood caries.Microbiology spectrum · 2025Article
- Environmental particulate matter-one of the culprits in the development of caries.Frontiers in public health · 2025Review
- Microbial shifts in dental plaque of children with severe early childhood caries following comprehensive dental treatment under general anesthesia.Frontiers in cellular and infection microbiology · 2025Article
- ADAPT: Analysis of Microbiome Differential Abundance by Pooling Tobit Models.Bioinformatics (Oxford, England) · 2024Article
- Article
- ADAPT: Analysis of Microbiome Differential Abundance by Pooling Tobit Models.bioRxiv : the preprint server for biology · 2024Article
- Maternal and infant microbiome: next-generation indicators and targets for intergenerational health and nutrition care.Protein & cell · 2023Review
- Bacterial Community Modifies Host Genetics Effect on Early Childhood Caries.Journal of dental research · 2023Article
- Bacterial community modifies host genetics effect on early childhood caries.medRxiv : the preprint server for health sciences · 2023Article
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10 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundEarly childhood caries (ECC)-dental caries (cavities) occurring in primary teeth up to age 6 years-is a prevalent childhood oral disease with a microbial etiology. Streptococcus mutans was previously considered a primary cause, but recent research promotes the ecologic hypothesis, in which a dysbiosis in the oral microbial community leads to caries. In this incident, density sampled case-control study of 189 children followed from 2 months to 5 years, we use the salivary bacteriome to (1) prospectively test the ecological hypothesis of ECC in salivary bacteriome communities and (2) identify co-occurring salivary bacterial communities predicting future ECC.
resultsSupervised classification of future ECC case status using salivary samples from age 12 months using bacteriome-wide data (AUC-ROC 0.78 95% CI (0.71-0.85)) predicts future ECC status before S. mutans can be detected. Dirichlet multinomial community state typing and co-occurrence network analysis identified similar robust and replicable groups of co-occurring taxa. Mean relative abundance of a Haemophilus parainfluenzae/Neisseria/Fusobacterium periodonticum group was lower in future ECC cases (0.14) than controls (0.23, P value < 0.001) in pre-incident visits, positively correlated with saliva pH (Pearson rho = 0.33, P value < 0.001) and reduced in individuals who had acquired S. mutans by the next study visit (0.13) versus those who did not (0.20, P value < 0.01). In a subset of whole genome shotgun sequenced samples (n = 30), case plaque had higher abundances of antibiotic production and resistance gene orthologs, including a major facilitator superfamily multidrug resistance transporter (MFS DHA2 family P
conclusionsEarly-life bacterial interactions predisposed children to ECC, supporting a time-dependent interpretation of the ecological hypothesis. Bacterial communities which assemble before 12 months of age can promote or inhibit an ecological succession to S. mutans dominance and cariogenesis. Intragenera competitions and intergenera cooperation between oral taxa may shape the emergence of these communities, providing points for preventive interventions. Video Abstract.
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