Population-scale dietary signatures of the oral microbiome

Diet is an environmental factor that influences oral microbial communities. How specific foods, nutrients and dietary patterns relate to microbial diversity, species composition and functional potential remains incompletely characterised. Here, we combined detailed dietary records with buccal metagenomic profiles from 5,824 Human Phenotype Project participants. Using these data, we examined diet-oral microbiome associations with prediction models and covariate-adjusted analyses. Plant-based and guideline-based dietary patterns showed similar associations across oral microbial species. However, species within the same genus could show opposite associations with a dietary pattern. For example, a whole-food plant-based diet score was positively associated with Streptococcus sanguinis but negatively with S. gordonii and S. oralis. Some diet-oral microbiome associations were replicated at the genus level in an independent US National Health and Nutrition Examination Survey cohort of 4,667 participants. We map dietary associations with oral microbial diversity, species composition and functional potential, revealing shared microbial signatures across dietary patterns.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-10-29
DOI
https://doi.org/10.64898/2026.10.28.762516
Primary Topic
Oral microbiology and periodontitis research
Type
preprint
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preprint

Population-scale dietary signatures of the oral microbiome

Eran Segal, Imran Razzak, Anastasia Godneva, Haochen Xue et al.
5 links
bioRxiv (Cold Spring Harbor Laboratory)
Oral microbiology and periodontitis research
preprint

Population-scale dietary signatures of the oral microbiome

Eran Segal, Imran Razzak, Anastasia Godneva, Haochen Xue, Huifa Li, Jionglong Su, Sibei Chen, Xiaojun Zhu, Yulong Li, Yichen Li, Kaiyu Liang
preprint en

Abstract

Diet is an environmental factor that influences oral microbial communities. How specific foods, nutrients and dietary patterns relate to microbial diversity, species composition and functional potential remains incompletely characterised. Here, we combined detailed dietary records with buccal metagenomic profiles from 5,824 Human Phenotype Project participants. Using these data, we examined diet-oral microbiome associations with prediction models and covariate-adjusted analyses. Plant-based and guideline-based dietary patterns showed similar associations across oral microbial species. However, species within the same genus could show opposite associations with a dietary pattern. For example, a whole-food plant-based diet score was positively associated with Streptococcus sanguinis but negatively with S. gordonii and S. oralis. Some diet-oral microbiome associations were replicated at the genus level in an independent US National Health and Nutrition Examination Survey cohort of 4,667 participants. We map dietary associations with oral microbial diversity, species composition and functional potential, revealing shared microbial signatures across dietary patterns.

bioRxiv (Cold Spring Harbor Laboratory)
University of Liverpool (GB), Mohamed bin Zayed University of Artificial Intelligence (AE), Weizmann Institute of Science (IL)
Good health and well-being, Zero hunger
Oral microbiology and periodontitis research
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Population-scale dietary signatures of the oral microbiome — Eran Segal, Imran Razzak, et al. · bioRxiv (Cold Spring Harbor Laboratory) (2026) | TGRS Research Map | TGRS