ArticleFrontiers in neurology2024
Oral microbiome diversity shapes the association between sleep duration and depression.
Article in Frontiers in neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Beyond the Gut: Integrating Oral Microbiota into the Microbiota-Brain Axis in Depression.Molecular neurobiology · 2025Review
- Association Between Oral Dysbiosis and Depression: A Systematic Review.Journal of clinical medicine · 2025Review
- U-shaped association between average daily sleep duration and depression among individuals with hypertension: a cross-sectional study based on NHANES 2017-2020.BMC psychiatry · 2025Article
- Association of weekend catch-up sleep ratio with depressive risk: insights from NHANES 2021-2023.BMC psychiatry · 2025Article
- The role of the DSM-5 maladaptive personality traits in adherence to sleep hygiene behaviors and sleep duration.Scientific reports · 2025Article
- Beyond Genetics: Exploring Lifestyle, Microbiome, and Social Determinants in Oral Cancer Development.Cancers · 2025Review
- Role of toxic and essential elements in sleep duration of patients with cardiovascular diseases.Scientific reports · 2025Article
- Characteristics and influencing factors of gut microbiota in population with sleep disorders.Frontiers in microbiology · 2025Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Emerging research suggests the relationship between the oral microbiome and sleep duration with depression, however, the precise mechanisms by which oral microbial diversity influences the sleep-depression nexus remain to be elucidated. Methods: We analyzed data from 4,692 participants in the National Health and Nutrition Examination Survey (NHANES), incorporating key demographic variables, oral microbiome diversity metrics, sleep duration, and depression assessment variables. Classical multidimensional scaling facilitated dimensionality reduction, while unsupervised clustering divided participants into groups based on β-diversity dissimilarity matrices. We examined the moderating effects of oral microbiome diversity on the sleep-depression relationship by incorporating interaction terms sleep-oral microbiome diversity into multiple linear regression models. Results: Our analysis revealed a U-shaped relationship between sleep duration and depression. Specifically, α-diversity was a significant moderator, with reduced diversity linked to an increased depression risk in participants with insufficient sleep. Regarding β-diversity, using both Bray-Curtis and UniFrac distance measures, Cluster 2 exhibited the strongest associations in sleep-deprived individuals (Bray-Curtis: Conclusion: This study highlights the crucial role of oral microbiome diversity in moderating the U-shaped relationship between sleep duration and depression risk.
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