1. Multimodal Data Integration Reveals Mode of Delivery and Snack Consumption Outrank Salivary Microbiome in Association With Caries Outcome in Thai Children
- Author
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Tong Tong Wu, Jin Xiao, Samantha Manning, Prakaimuk Saraithong, Komkham Pattanaporn, Bruce J. Paster, Tsute Chen, Shruti Vasani, Christie Gilbert, Yan Zeng, and Yihong Li
- Subjects
Microbiology (medical) ,Dental Caries Susceptibility ,Microbiota ,Immunology ,Infant, Newborn ,Dental Caries ,Thailand ,Microbiology ,Streptococcus mutans ,Infectious Diseases ,Child, Preschool ,RNA, Ribosomal, 16S ,Humans ,Premature Birth ,Female ,Snacks ,Saliva - Abstract
Early childhood caries (ECC) is not only the most common chronic childhood disease but also disproportionately affects underserved populations. Of those, children living in Thailand have been found to have high rates of ECC and severe ECC. Frequently, the cause of ECC is blamed on a handful of cariogenic organisms, such as Streptococcus mutans and Streptococcus sobrinus. However, ECC is a multifactorial disease that results from an ecological shift in the oral cavity from a neutral pH (~7.5) to an acidic pH (S. mutans, Prevotella histicola, and Leptotrichia hongkongensis were significantly enriched in ECC children. Whereas Fusobacterium periodonticum was less abundant among caries-free children, suggesting its potential to be a candidate biomarker for good oral health. Based on the multimodal data integration and statistical machine learning models, the study revealed that the mode of delivery and snack consumption outrank salivary microbiome in predicting ECC in Thai children. The biological and behavioral factors may play significant roles in the microbial pathobiology of ECC and warrant further investigation.
- Published
- 2022