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Updated: Jul 15, 2026

Oral Biofilm Sampling for Microbiome Analysis in Healthy Children
Published on: December 31, 2017
A two-hit ecological framework linking social context to caries-associated microbiome shifts in children
KeXin Xue1, Shengmei Lei2, Xiaojing Cheng2
1Department of Stomatology, Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Engineering Research Center of Oral Biomaterials and Devices of Zhejiang Province, Hangzhou, Zhejiang, China.
Background:
Dental caries arises from an ecological imbalance within a complex community. How chronic social context relates to ecological heterogeneity and dysbiosis-associated microbial shifts in school-age children remains unclear.
Objective:
To investigate the associations of left-behind status and caries burden with the salivary microbiome and to explore a two-hit ecological framework linking social context to caries-associated microbial shifts.
Design:
In this cross-sectional study, 127 rural children were classified using a 2 × 2 framework based on left-behind status and caries burden. Saliva samples underwent shotgun metagenomic sequencing. Ecological analyses and covariate-adjusted multivariable models were performed.
Results:
Alpha diversity did not differ across groups. Global community centroids were similar, whereas within-group dispersion was higher in left-behind children, suggesting greater ecological heterogeneity. After covariate adjustment, no genus-level associations remained significant, whereas several KEGG level 3 pathways related to translation and carbohydrate utilization were positively associated with dmft. Stratified analyses showed concordant caries-related enrichment of Streptococcus, Veillonella, and carbohydrate-utilization pathways across social strata. Ecological subtyping identified Neisseria- and Veillonella-anchored community types.
Conclusion:
The findings are consistent with a two-hit ecological framework in which social context is associated with greater ecological heterogeneity and cariogenic pressure is associated with reproducible functional shifts. Given the cross-sectional design, this framework should be considered hypothesis-generating.
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