美国成年人肠道微生物群饮食指数与胰岛素抵抗和2型糖尿病的线性关联:体重指数和炎症标志物的中介作用

IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS
Frontiers in Nutrition Pub Date : 2025-03-21 eCollection Date: 2025-01-01 DOI:10.3389/fnut.2025.1557280
Haoran Qu, Yiyun Yang, Qihang Xie, Liu Ye, Yue Shao
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引用次数: 0

摘要

背景:据报道,肠道微生物群与胰岛素抵抗(IR)和2型糖尿病(T2DM)的发病有关。肠道菌群日粮指数(DI-GM)是一种反映肠道菌群多样性的新指标。我们的目的是评估DI-GM与T2DM和IR的关系。方法:本横断面研究纳入了2007-2018年国家健康与营养检查调查(NHANES)中年龄≥20岁的10,600名参与者。我们采用加权多变量线性和逻辑回归模型来检验DI-GM与T2DM和IR的相关性。通过限制三次样条(RCS)回归检验线性或非线性关系。此外,还进行了亚组分析和敏感性分析,以确保结果的可靠性。中介分析探讨了身体质量指数(BMI)和炎症因子在这些关联中的作用。结果:调整混杂因素后,较高的DI-GM与T2DM (OR = 0.93,95%CI: 0.89-0.98)和IR (OR = 0.95,95%CI: 0.91-0.99)呈负相关。DI-GM ≥ 6组T2DM (OR = 0.74,95%CI: 0.60 ~ 0.91)和IR (OR = 0.77,95%CI: 0.62 ~ 0.95)的风险明显降低。RCS显示DI-GM和T2DM以及IR之间存在线性关系。DI-GM与T2DM的危险指标也呈负相关。中介分析显示,BMI和全身炎症反应指数部分介导了DI-GM与T2DM和IR的关联,而全身免疫炎症指数仅介导了与T2DM的关联。结论:DI-GM与T2DM和IR呈负相关,BMI和炎症标志物在一定程度上介导了这种关联。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Linear association of the dietary index for gut microbiota with insulin resistance and type 2 diabetes mellitus in U.S. adults: the mediating role of body mass index and inflammatory markers.

Background: Gut microbiota is reported to be related to the onset of insulin resistance (IR) and type 2 diabetes mellitus (T2DM). The dietary index for gut microbiota (DI-GM) is a novel index for reflecting gut microbiota diversity. We aimed to evaluate the association of DI-GM with T2DM and IR.

Methods: This cross-sectional research comprised 10,600 participants aged ≥20 from the National Health and Nutrition Examination Survey (NHANES) 2007-2018. We employed weighted multivariable linear and logistic regression models to examine the correlation of DI-GM with T2DM and IR. Linear or nonlinear relationships were examined by restricted cubic spline (RCS) regression. Additionally, subgroup and sensitivity analyses were performed to ensure the reliability of the results. Mediation analysis explored the roles of body mass index (BMI) and inflammatory factors in these associations.

Results: Higher DI-GM were inversely associated with T2DM (OR = 0.93, 95%CI: 0.89-0.98) and IR (OR = 0.95, 95%CI: 0.91-0.99) after adjusting for confounders. DI-GM ≥ 6 group showed significantly lower risks of T2DM (OR = 0.74, 95%CI: 0.60-0.91) and IR (OR = 0.77, 95%CI: 0.62-0.95). RCS demonstrated a linear relationship between DI-GM and T2DM, as well as IR. DI-GM was also inversely correlated with the risk markers of T2DM. Mediation analysis showed that BMI and the systemic inflammation response index partly mediated the association of DI-GM with T2DM and IR, while the systemic immune-inflammation index mediated only the association with T2DM.

Conclusion: DI-GM is inversely associated with T2DM and IR, with BMI and inflammatory markers partly mediating this association.

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来源期刊
Frontiers in Nutrition
Frontiers in Nutrition Agricultural and Biological Sciences-Food Science
CiteScore
5.20
自引率
8.00%
发文量
2891
审稿时长
12 weeks
期刊介绍: No subject pertains more to human life than nutrition. The aim of Frontiers in Nutrition is to integrate major scientific disciplines in this vast field in order to address the most relevant and pertinent questions and developments. Our ambition is to create an integrated podium based on original research, clinical trials, and contemporary reviews to build a reputable knowledge forum in the domains of human health, dietary behaviors, agronomy & 21st century food science. Through the recognized open-access Frontiers platform we welcome manuscripts to our dedicated sections relating to different areas in the field of nutrition with a focus on human health. Specialty sections in Frontiers in Nutrition include, for example, Clinical Nutrition, Nutrition & Sustainable Diets, Nutrition and Food Science Technology, Nutrition Methodology, Sport & Exercise Nutrition, Food Chemistry, and Nutritional Immunology. Based on the publication of rigorous scientific research, we thrive to achieve a visible impact on the global nutrition agenda addressing the grand challenges of our time, including obesity, malnutrition, hunger, food waste, sustainability and consumer health.
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