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Clinical Study | Publishing Language: Chinese | Open Access

Age-related variations in the oral microbiome revealed by a large population-based study from National Health and Nutrition Examination Survey

Ming CHEN1Kaiyu ZHONG1Hongying HU2Meng YOU2( )
State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases& West China Hospital of Stomatology, Sichuan University, Chengdu 610041, China
State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases & Department of Radiology, West China Hospital of Stomatology, Sichuan University, Chengdu 610041, China
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Abstract

Objective

To explore the characteristics of the diversity and composition of oral microbial flora with age, and to provide a reference for understanding the succession of oral microecology at different ages.

Methods

Oral rinse 16S rRNA (V4 region) sequencing data from 9021 participants 14-69 years of age in the 2009-2012 National Health and Nutrition Examination Survey (NHANES) were analyzed. Alpha diversity (Observed OTUs, Faith’s PD, Shannon Index), beta diversity (Bray-Curtis and UniFrac), and genus-level composition were examined using weighted generalized linear models (GLMs), including quadratic terms for age and adjusting for key covariates (gender, race/ethnicity, BMI, smoking status, and periodontitis severity).

Results

Alpha diversity demonstrated a clear inverted U-shaped trajectory across age, peaking at 25-30 years old and declining thereafter. This trend remained consistent across sex, race, smoking, and periodontal health strata. Beta diversity analyses revealed a modest but steady age-related shift in community structure. Genus-level analyses revealed that Rothia, Prevotella_6, and Lactobacillus increased steadily with age, while Haemophilus, Porphyromonas, and Corynebacterium declined significantly. Notably, potential periodontopathogens, such as Fusobacterium and Treponema_2, peaked in early adulthood before declining with age.

Conclusion

Age is an important driver of oral microbial succession, and the oral microbiome exhibits dynamic changes across different life stages. Future longitudinal and multi-omic studies are warranted to elucidate the mechanisms underlying these age-related trajectories.

CLC number: R78 Document code: A Article ID: 2096-1456(2026)02-0156-12

References

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Journal of Prevention and Treatment for Stomatological Diseases
Pages 156-167

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Cite this article:
CHEN M, ZHONG K, HU H, et al. Age-related variations in the oral microbiome revealed by a large population-based study from National Health and Nutrition Examination Survey. Journal of Prevention and Treatment for Stomatological Diseases, 2026, 34(2): 156-167. https://doi.org/10.12016/j.issn.2096-1456.202550484

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Received: 25 November 2025
Revised: 23 December 2025
Published: 20 February 2026
© 2026 by Editorial Department of Journal of Prevention and Treatment for Stomatological Diseases