{"title":"肠道菌群膳食指数与糖尿病的关系:表型年龄和体重指数的中介作用","authors":"Yingxuan Huang, Xiaobo Liu, Chanchan Lin, Xinqi Chen, Yingyi Li, Yisen Huang, Yubin Wang, Xiaoqiang Liu","doi":"10.3389/fnut.2025.1519346","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>The global prevalence of diabetes is continuously rising, and the gut microbiota is closely associated with it. The Dietary Index for Gut Microbiota (DI-GM) assesses the impact of diet on the microbiota, but its association with diabetes risk remains unclear. This study aims to investigate the association between DI-GM and the risk of diabetes and analyze the mediating roles of phenotypic age and body mass index (BMI).</p><p><strong>Methods: </strong>Utilizing data from the National Health and nutrition examination survey (NHANES) 1999-2018, we included 17,444 adults aged 20 years and older. DI-GM (score range: 0-13) was calculated based on dietary recall. Diabetes was diagnosed based on laboratory results and self-reported information. Multivariable logistic regression was used to analyze the association between DI-GM and diabetes, adjusting for relevant covariates. Mediation analysis evaluated the roles of phenotypic age and BMI.</p><p><strong>Results: </strong>After adjusting for confounders, higher DI-GM scores were significantly associated with a lower risk of diabetes (OR = 0.93, 95% CI = 0.90-0.96, <i>p</i> < 0.001). Compared to the group with DI-GM scores of 0-3, those with scores of 5 (OR = 0.76, 95% CI = 0.67-0.86) and ≥ 6 (OR = 0.77, 95% CI = 0.68-0.88) had significantly reduced diabetes risk. Phenotypic age and BMI accounted for 41.02 and 25.57% of the association between DI-GM and diabetes, respectively.</p><p><strong>Conclusion: </strong>Higher DI-GM scores are associated with a lower risk of diabetes, partially mediated through reduced phenotypic age and BMI.</p>","PeriodicalId":12473,"journal":{"name":"Frontiers in Nutrition","volume":"12 ","pages":"1519346"},"PeriodicalIF":4.0000,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11794117/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association between the dietary index for gut microbiota and diabetes: the mediating role of phenotypic age and body mass index.\",\"authors\":\"Yingxuan Huang, Xiaobo Liu, Chanchan Lin, Xinqi Chen, Yingyi Li, Yisen Huang, Yubin Wang, Xiaoqiang Liu\",\"doi\":\"10.3389/fnut.2025.1519346\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>The global prevalence of diabetes is continuously rising, and the gut microbiota is closely associated with it. The Dietary Index for Gut Microbiota (DI-GM) assesses the impact of diet on the microbiota, but its association with diabetes risk remains unclear. This study aims to investigate the association between DI-GM and the risk of diabetes and analyze the mediating roles of phenotypic age and body mass index (BMI).</p><p><strong>Methods: </strong>Utilizing data from the National Health and nutrition examination survey (NHANES) 1999-2018, we included 17,444 adults aged 20 years and older. DI-GM (score range: 0-13) was calculated based on dietary recall. Diabetes was diagnosed based on laboratory results and self-reported information. Multivariable logistic regression was used to analyze the association between DI-GM and diabetes, adjusting for relevant covariates. Mediation analysis evaluated the roles of phenotypic age and BMI.</p><p><strong>Results: </strong>After adjusting for confounders, higher DI-GM scores were significantly associated with a lower risk of diabetes (OR = 0.93, 95% CI = 0.90-0.96, <i>p</i> < 0.001). Compared to the group with DI-GM scores of 0-3, those with scores of 5 (OR = 0.76, 95% CI = 0.67-0.86) and ≥ 6 (OR = 0.77, 95% CI = 0.68-0.88) had significantly reduced diabetes risk. 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引用次数: 0
摘要
目的:全球糖尿病患病率持续上升,肠道菌群与糖尿病密切相关。肠道微生物群膳食指数(DI-GM)评估饮食对微生物群的影响,但其与糖尿病风险的关系尚不清楚。本研究旨在探讨DI-GM与糖尿病风险的关系,并分析表型年龄和体重指数(BMI)在其中的中介作用。方法:利用1999-2018年国家健康与营养调查(NHANES)的数据,我们纳入了17,444名年龄在20岁 及以上的成年人。DI-GM(评分范围:0-13)根据膳食召回率计算。糖尿病的诊断是基于实验室结果和自我报告的信息。采用多变量logistic回归分析DI-GM与糖尿病的相关性,并对相关协变量进行调整。中介分析评估了表型年龄和BMI的作用。结果:在调整混杂因素后,较高的DI-GM评分与较低的糖尿病风险显著相关(OR = 0.93,95% CI = 0.90-0.96,p )结论:较高的DI-GM评分与较低的糖尿病风险相关,部分通过降低表型年龄和BMI介导。
Association between the dietary index for gut microbiota and diabetes: the mediating role of phenotypic age and body mass index.
Objectives: The global prevalence of diabetes is continuously rising, and the gut microbiota is closely associated with it. The Dietary Index for Gut Microbiota (DI-GM) assesses the impact of diet on the microbiota, but its association with diabetes risk remains unclear. This study aims to investigate the association between DI-GM and the risk of diabetes and analyze the mediating roles of phenotypic age and body mass index (BMI).
Methods: Utilizing data from the National Health and nutrition examination survey (NHANES) 1999-2018, we included 17,444 adults aged 20 years and older. DI-GM (score range: 0-13) was calculated based on dietary recall. Diabetes was diagnosed based on laboratory results and self-reported information. Multivariable logistic regression was used to analyze the association between DI-GM and diabetes, adjusting for relevant covariates. Mediation analysis evaluated the roles of phenotypic age and BMI.
Results: After adjusting for confounders, higher DI-GM scores were significantly associated with a lower risk of diabetes (OR = 0.93, 95% CI = 0.90-0.96, p < 0.001). Compared to the group with DI-GM scores of 0-3, those with scores of 5 (OR = 0.76, 95% CI = 0.67-0.86) and ≥ 6 (OR = 0.77, 95% CI = 0.68-0.88) had significantly reduced diabetes risk. Phenotypic age and BMI accounted for 41.02 and 25.57% of the association between DI-GM and diabetes, respectively.
Conclusion: Higher DI-GM scores are associated with a lower risk of diabetes, partially mediated through reduced phenotypic age and BMI.
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.