Wood Alexis C, Lee Danielle J, Sheridan Patricia A, Jensen Elizabeth T, Ramesh Gautam, Bertoni Alain G, Rich Stephen S, Chen Yii-Der I, Herrington David M, Rotter Jerome I, Goodarzi Mark O
USDA/Agricultural Research Service, Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States.
Metabolon, Inc, Morrisville, NC, United States.
Curr Dev Nutr. 2024 Sep 26;8(11):104462. doi: 10.1016/j.cdnut.2024.104462. eCollection 2024 Nov.
Dietary quality has been linked to better glycemic control, but the precise molecular mechanisms giving rise to these associations are not fully understood.
To examine the association of metabolites associated with the intake of a healthy diet with measures of insulin/glucose homeostasis.
Using cross-sectional data from 295 United States adults, the associations between 3 diet pattern scores and metabolome-wide metabolites were estimated via linear regression models, which controlled for demographic factors and health behaviors. Subsequently, the associations between the diet-related metabolites with 6 measures of glucose/insulin homeostasis were examined in similar models. A Bonferroni correction was applied to control the family-wise error rate at 5%.
Fifty-five metabolites were significantly associated with ≥1 diet score (all < 1.7∗10). When these were summed into each of the 3 diet-specific metabolite summary scores, all 3 aggregate measures showed strong associations with 5 out of 6 measures of glucose/insulin homeostasis ( = 9.7∗10-4.1∗10).
Adherence to a priori-defined "healthy diet" is associated with the plasma metabolites that, in turn, are associated with better glycemia. If the associations between replicated in future studies and examined using large-scale longitudinal data, the identified molecules could yield insights into mechanisms by which diet may support glucose and insulin homeostasis.
饮食质量与更好的血糖控制有关,但导致这些关联的确切分子机制尚未完全明确。
研究与健康饮食摄入相关的代谢物与胰岛素/葡萄糖稳态指标之间的关联。
利用来自295名美国成年人的横断面数据,通过线性回归模型估计3种饮食模式得分与全代谢组代谢物之间的关联,该模型控制了人口统计学因素和健康行为。随后,在类似模型中研究饮食相关代谢物与6种葡萄糖/胰岛素稳态指标之间的关联。应用Bonferroni校正将家族性错误率控制在5%。
55种代谢物与≥1种饮食得分显著相关(均<1.7×10)。当将这些代谢物汇总为3种特定饮食的代谢物汇总得分时,所有3种综合指标均与6种葡萄糖/胰岛素稳态指标中的5种显示出强关联(=9.7×10 - 4.1×10)。
坚持先验定义的“健康饮食”与血浆代谢物有关,而这些代谢物又与更好的血糖水平有关。如果这些关联在未来研究中得到重复,并使用大规模纵向数据进行检验,那么所识别的分子可能会揭示饮食支持葡萄糖和胰岛素稳态的机制。