Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC, USA.
J Nutr. 2023 Feb;153(2):552-561. doi: 10.1016/j.tjnut.2022.12.019. Epub 2022 Dec 26.
Gut microbiota may influence metabolic pathways related to chronic health conditions. Evidence for physical activity and diet influences on gut microbial composition exists, but data from diverse population-based cohort studies are limited.
We hypothesized that gut microbial diversity and genera are associated with physical activity and diet quality.
Data were from 537 participants in the Coronary Artery Risk Development in Young Adults (CARDIA) Study, a prospective cohort, who attended the year 30 follow-up examination (2015-2016; aged 47-61 y; 45% Black race/55% White race; 45% men/55% women). The 16S ribosomal RNA marker gene was sequenced from stool DNA, and genus-level taxonomy was assigned. Within-person microbial diversity (α-diversity) was assessed with Shannon diversity index and richness scores; between-person diversity (β-diversity) measures were generated with principal coordinates analysis (PCoA). Current and long-term physical activity and diet quality measures were derived from data collected over 30 y of follow-up. Multivariable-adjusted regression analysis controlled for: sociodemographic variables (age, race, sex, education, and field center), other health behaviors (smoking, alcohol consumption, and medication use), and adjusted for multiple comparisons with the false discovery rate (<0.20).
Based on PCoA β-diversity, participants' microbial community compositions differed significantly (P < 0.001), with respect to both current and long-term physical activity and diet quality. α-Diversity was associated only with current physical activity (positively) in multivariable-adjusted analysis. Multiple genera (n = 45) were associated with physical activity and fewer with diet (n = 5), including positive associations with Lachnospiraceae UCG-001 and Ruminococcaceae IncertaeSedis with both behaviors.
Physical activity and diet quality were associated with gut microbial composition among 537 participants in the CARDIA study. Multiple genera were associated with physical activity. Physical activity and diet quality were associated with genera consistent with pathways related to inflammation and short-chain fatty acid production.
肠道微生物群可能会影响与慢性健康状况相关的代谢途径。有证据表明,身体活动和饮食会影响肠道微生物的组成,但来自不同人群队列研究的数据有限。
我们假设肠道微生物多样性和属与身体活动和饮食质量有关。
数据来自于参加 30 年随访检查(2015-2016 年;年龄 47-61 岁;45%为黑种人/55%为白种人;45%为男性/55%为女性)的冠状动脉风险发展青年(CARDIA)研究的 537 名参与者,这是一项前瞻性队列研究。从粪便 DNA 中对 16S 核糖体 RNA 标记基因进行测序,并对属水平的分类进行了分配。个体内微生物多样性(α多样性)采用香农多样性指数和丰富度评分进行评估;个体间多样性(β多样性)采用主坐标分析(PCoA)进行测量。当前和长期的身体活动和饮食质量测量值是从 30 年的随访中收集的数据得出的。多变量调整后的回归分析控制了:社会人口统计学变量(年龄、种族、性别、教育和研究中心)、其他健康行为(吸烟、饮酒和药物使用),并通过错误发现率(<0.20)进行了多次比较调整。
基于 PCoA 的β多样性,参与者的微生物群落组成有显著差异(P<0.001),这与当前和长期的身体活动和饮食质量都有关。在多变量调整分析中,α多样性仅与当前的身体活动(呈正相关)有关。有 45 个属(n=45)与身体活动有关,与饮食有关的属(n=5)较少,包括与这两种行为都呈正相关的 Lachnospiraceae UCG-001 和 Ruminococcaceae Incertae Sedis。
在 CARDIA 研究的 537 名参与者中,身体活动和饮食质量与肠道微生物组成有关。多个属与身体活动有关。身体活动和饮食质量与与炎症和短链脂肪酸产生途径有关的属有关。