Wu Zhe, Gong Changle, Wang Bin
The First Clinical College, Shandong University of Traditional Chinese Medicine, Jinan, China.
Department of Dermatology, Jinan Hospital of Traditional Chinese Medicine, Jinan, China.
Sci Rep. 2025 Feb 20;15(1):6234. doi: 10.1038/s41598-025-90854-y.
This study aims to explore the relationship between the Dietary Index for Gut Microbiota (DI-GM) and diabetes. In recent years, there has been increasing attention to the role of the gut microbiome in regulating host metabolism. However, the relationship between DI-GM and the risk of diabetes has not been sufficiently studied. This study utilized relevant data from the National Health and Nutrition Examination Survey (NHANES) 2007-2018. Multiple logistic regression analysis was conducted to explore the relationship between DI-GM and the risk of diabetes. The dose-response relationship between DI-GM and the risk of diabetes was observed using restricted cubic splines (RCS). Threshold effect analysis was performed based on RCS results. Subgroup analyses were used to conduct a sensitivity analysis of the relationship between DI-GM and the risk of diabetes. The results from multiple logistic regression analysis indicated a significant negative correlation between DI-GM and the risk of diabetes (OR, 0.954, 95%CI, 0.918-0.991). RCS results also showed a significant nonlinear negative relationship between DI-GM and the risk of diabetes (P < 0.001, P for nonlinear = 0.010). The threshold effect analysis revealed that when DI-GM was below 6.191, there was a significant negative correlation between DI-GM and the risk of diabetes (OR, 0.921, 95% CI, 0.876-0.969). However, when DI-GM exceeded 6.191, the relationship between DI-GM and the risk of diabetes was no longer significant. Subgroup analysis revealed that the negative correlation between DI-GM and the risk of diabetes remained significant in Whites, participants with a poverty-income ratio > 3.5, body mass index > 24, current drinkers, never or current smokers, and those without chronic kidney disease (P < 0.05). This study demonstrates a nonlinear negative correlation between DI-GM and the risk of diabetes. Maintaining DI-GM above 6.191 may help prevent diabetes.
本研究旨在探讨肠道微生物群饮食指数(DI-GM)与糖尿病之间的关系。近年来,肠道微生物群在调节宿主代谢中的作用受到越来越多的关注。然而,DI-GM与糖尿病风险之间的关系尚未得到充分研究。本研究利用了2007 - 2018年美国国家健康与营养检查调查(NHANES)的相关数据。进行了多项逻辑回归分析以探讨DI-GM与糖尿病风险之间的关系。使用受限立方样条(RCS)观察DI-GM与糖尿病风险之间的剂量反应关系。基于RCS结果进行阈值效应分析。亚组分析用于对DI-GM与糖尿病风险之间的关系进行敏感性分析。多项逻辑回归分析结果表明,DI-GM与糖尿病风险之间存在显著负相关(OR,0.954,95%CI,0.918 - 0.991)。RCS结果还显示DI-GM与糖尿病风险之间存在显著的非线性负相关(P < 0.001,非线性P = 0.010)。阈值效应分析表明,当DI-GM低于6.191时,DI-GM与糖尿病风险之间存在显著负相关(OR,0.921,95%CI,0.876 - 0.969)。然而,当DI-GM超过6.191时,DI-GM与糖尿病风险之间的关系不再显著。亚组分析显示,在白人、贫困收入比>3.5的参与者、体重指数>24的参与者、当前饮酒者、从不吸烟或当前吸烟者以及无慢性肾脏病的参与者中,DI-GM与糖尿病风险之间的负相关仍然显著(P < 0.05)。本研究表明DI-GM与糖尿病风险之间存在非线性负相关。将DI-GM维持在6.191以上可能有助于预防糖尿病。