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ORIGINAL RESEARCH article

Front. Nutr.

Sec. Nutritional Epidemiology

Volume 12 - 2025 | doi: 10.3389/fnut.2025.1573199

This article is part of the Research TopicThe Relationship between Nutrition and Frailty/Multimorbidity: Prevention and Clinical Nutritional ManagementView all 20 articles

The mediating role of body mass index in the association of the dietary index for gut microbiota and frailty: NHANES 2007-2020

Provisionally accepted
Jiawei  LeiJiawei Lei1*Tingting  FengTingting Feng1Tian  TianTian Tian1Ziyun  ZhuangZiyun Zhuang2Guilei  ZhangGuilei Zhang1Ying  LiuYing Liu1Zhenrong  YangZhenrong Yang1Yuting  WangYuting Wang1Xin  ZhangXin Zhang3*Wei  SunWei Sun1*Jiahe  WangJiahe Wang1*
  • 1Sheng Jing Hospital Affiliated, China Medical University, Shenyang, China
  • 2College of Medicine, Shantou University, Shantou, Guangdong Province, China
  • 3The First Affiliated Hospital of China Medical University, Shenyang, Liaoning Province, China

The final, formatted version of the article will be published soon.

The Dietary Index for Gut Microbiota (DI-GM), a newly introduced metric, indicates gut microbiota diversity. However, its correlation with frailty remains unexplored.A total of 25,320 individuals were included in the 2007-2020 National Health and Nutrition Examination Survey (NHANES). Dietary recall data were calculated by averaging intake values from two separate 24-hour dietary recall interviews. Frailty was assessed using the 49-item frailty index. The relationship between DI-GM and the frailty phenomenon was examined by applying a weighted logistic regression model. A comprehensive sensitivity analysis was undertaken, incorporating restricted cubic splines for modeling non-linear effects, stratified subgroup analyses to explore effect modification, and multiple imputation techniques to address potential missing data concerns.Higher DI-GM scores and gut microbiota-beneficial dietary components were significantly associated with reduced prevalence of frailty (Frailty Index: OR = 0.987, 95% CI: 0.977-0.997, P = 0.014; Frailty: OR = 0.941, 95% CI: 0.902-0.980, P =0.004). Restricted cubic spline analysis revealed a non-linear relationship between DI-GM and frailty. Body Mass Index (BMI) mediated this relationship, accounting for 17.57% of the association.We concluded that a higher DI-GM score is associated with a lower risk of frailty, partly via BMI mediation. Future research should validate these findings using longitudinal studies.

Keywords: Diet, Gut Microbiota, Frailty, Mediation, Body Mass Index, NHANES

Received: 08 Feb 2025; Accepted: 25 Jun 2025.

Copyright: © 2025 Lei, Feng, Tian, Zhuang, Zhang, Liu, Yang, Wang, Zhang, Sun and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Jiawei Lei, Sheng Jing Hospital Affiliated, China Medical University, Shenyang, China
Xin Zhang, The First Affiliated Hospital of China Medical University, Shenyang, 110000, Liaoning Province, China
Wei Sun, Sheng Jing Hospital Affiliated, China Medical University, Shenyang, China
Jiahe Wang, Sheng Jing Hospital Affiliated, China Medical University, Shenyang, China

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