Liu Yan, Zhang Ling, Yang Can, Zhi Liping, Steven Xu Xu, Yuan Min
Department of Health Data Science, Anhui Medical University, Hefei, Anhui, China.
Clinical Pharmacology and Quantitative Science, Genmab Inc., Princeton, NJ, United States.
Front Neurol. 2024 Sep 13;15:1442557. doi: 10.3389/fneur.2024.1442557. eCollection 2024.
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.
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.
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: = 1.02, < 0.001; Weighted UniFrac: = 0.91, < 0.001). In contrast, Cluster 1 displayed notable effects in individuals with excessive sleep (Bray-Curtis: = 0.63, = 0.008). Additionally, Cluster 3 was prominently associated with depression in sleep-deprived participants using unweighted UniFrac distance ( = 0.93, < 0.001), and Cluster 2 was significant among those with excessive sleep across both unweighted ( = 0.80, = 0.0004) and weighted UniFrac distances ( = 0.60, = 0.001).
This study highlights the crucial role of oral microbiome diversity in moderating the U-shaped relationship between sleep duration and depression risk.
新兴研究表明口腔微生物群与睡眠时长和抑郁症之间存在关联,然而,口腔微生物多样性影响睡眠 - 抑郁症关系的确切机制仍有待阐明。
我们分析了美国国家健康与营养检查调查(NHANES)中4692名参与者的数据,纳入了关键人口统计学变量、口腔微生物群多样性指标、睡眠时长和抑郁症评估变量。经典多维缩放有助于降维,而无监督聚类则根据β多样性差异矩阵将参与者分为不同组。我们通过将睡眠 - 口腔微生物群多样性的交互项纳入多元线性回归模型,研究了口腔微生物群多样性对睡眠 - 抑郁症关系的调节作用。
我们的分析揭示了睡眠时长与抑郁症之间呈U形关系。具体而言,α多样性是一个显著的调节因素,在睡眠不足的参与者中,多样性降低与抑郁症风险增加相关。关于β多样性,使用布雷 - 柯蒂斯(Bray - Curtis)和非加权(UniFrac)距离度量,在睡眠不足的个体中,第2组表现出最强的关联(布雷 - 柯蒂斯:β = 1.02,p < 0.001;加权UniFrac:β = 0.91,p < 0.001)。相比之下,第1组在睡眠过多的个体中表现出显著影响(布雷 - 柯蒂斯:β = 0.63,p = 0.008)。此外,使用非加权UniFrac距离时,第3组在睡眠不足的参与者中与抑郁症显著相关(β = 0.93,p < 0.001),在睡眠过多的参与者中,第2组在非加权(β = 0.80,p = 0.0004)和加权UniFrac距离(β = 0.60,p = 0.001)下均具有显著性。
本研究强调了口腔微生物群多样性在调节睡眠时长与抑郁症风险之间的U形关系中的关键作用。