The Mediating Role of Body Mass Index in the Association Between Dietary Index for Gut Microbiota and Biological Age: A Study Based on NHANES 2007-2018

被引:1
|
作者
An, Shuli [1 ]
Qin, Jian [1 ]
Gong, Xinjie [1 ]
Li, Shuangshuang [1 ]
Ding, Haiyan [1 ]
Zhao, Xue [1 ]
He, Hongqi [1 ]
Zhou, Linwei [1 ]
Deng, Xinrui [2 ]
Chu, Xia [1 ]
机构
[1] Harbin Med Univ, Sch Publ Hlth, Dept Nutr & Food Hyg, Key Lab Precis Nutr & Hlth,Minist Educ, Harbin 150081, Peoples R China
[2] Northeast Agr Univ, Coll Food Sci, Harbin 150030, Peoples R China
关键词
diet; gut microbiota; biological age; body mass index; mediation; NHANES;
D O I
10.3390/nu16234164
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Objective: The dietary index for gut microbiota (DI-GM) is a newly proposed metric for assessing diet quality, and its relationship with biological age is unclear. We hypothesize that consuming foods conducive to a healthy gut microbiota environment may decelerate aging. Methods: This cross-sectional study utilized data from the National Health and Nutrition Examination Survey (NHANES) spanning the years 2007 to 2018. The DI-GM was calculated by averaging the intakes from two 24-h dietary recall interviews. The biological age indicators were assessed using the Klemera-Doubal Method (KDM), phenotypic age (PA), and homeostasis disorder (HD). Logistic regression, restricted cubic splines (RCS), and mediation analysis were employed to explore the association between DI-GM and KDM, PA, and HD. Results: The study included 20,671 participants. According to the logistic regression model, adjusting for all covariates, a negative association was observed between the DI-GM score and biomarkers of biological aging. Compared to participants in the lowest quartile for DI-GM scores, those in the highest quartile exhibited reduced odds ratio (OR) for all of the biological age indicators, namely biological age assessed via KDM (OR: 0.69, 95% CI: 0.60-0.79), PA (OR: 0.84, 95% CI: 0.73-0.97), and HD (OR: 0.86, 95% CI: 0.76-0.98). Additionally, RCS analysis revealed a nonlinear association between DI-GM and biological age. Mediation analysis showed that the body mass index (BMI) partly mediated the association between DI-GM and biological age. Conclusions: Therefore, we concluded that a higher DI-GM score is associated with a lower risk of accelerated aging, with BMI mediating this association. Future research should validate these findings through the use of longitudinal studies.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Association between the dietary index for gut microbiota and diabetes: the mediating role of phenotypic age and body mass index
    Huang, Yingxuan
    Liu, Xiaobo
    Lin, Chanchan
    Chen, Xinqi
    Li, Yingyi
    Huang, Yisen
    Wang, Yubin
    Liu, Xiaoqiang
    FRONTIERS IN NUTRITION, 2025, 12
  • [2] The mediating role of dietary inflammatory index on the association between eating breakfast and depression: Based on NHANES 2007-2018
    Wang, Fengdan
    Sun, Mengzi
    Wang, Xuhan
    Wu, Zibo
    Guo, Ruirui
    Yang, Yixue
    Wang, Yuxiang
    Liu, Yan
    Dong, Yibo
    Wang, Sizhe
    Li, Bo
    JOURNAL OF AFFECTIVE DISORDERS, 2024, 348 : 1 - 7
  • [3] The mediating role of biological age in the association between dietary index for gut microbiota and sarcopenia
    Zhang, Jingyuan
    Guo, Jun
    Zhang, Jing
    Liu, Heng
    Zhou, Lin
    Cheng, Chi
    Cao, Hong
    FRONTIERS IN IMMUNOLOGY, 2025, 16
  • [4] National analysis of the dietary index for gut microbiota and kidney stones: evidence from NHANES (2007-2018)
    Yan, Xinzhou
    Shao, Xianhua
    Zeng, Tengyue
    Zhang, Qijie
    Deng, Junpeng
    Xie, Jianjun
    FRONTIERS IN NUTRITION, 2025, 12
  • [5] The association between composite dietary antioxidant index and the metabolic syndrome: NHANES 2007-2018
    Zhu, Yingjie
    Bing, Jia
    Zheng, Lili
    Hao, Pengkai
    Teng, Xiaoyu
    Wan, Lixin
    JOURNAL OF FUNCTIONAL FOODS, 2024, 116
  • [6] Phosphorus modifies the association between body mass index and uric acid: Results from NHANES 2007-2018
    Chen, Yue
    Luo, Jing
    Ma, Xiao-Man
    He, Xiang-Ping
    Zhang, Wan-Lin
    Wu, Shao-Yong
    Mo, Xiao-Chun
    Huang, Wei-Chao
    Guo, Xu-Guang
    PLOS ONE, 2024, 19 (10):
  • [7] Association between the triglyceride glucose index and heart failure: NHANES 2007-2018
    Zhang, Fudan
    Hou, Xu
    FRONTIERS IN ENDOCRINOLOGY, 2024, 14
  • [8] Association between dietary index for gut microbiota and metabolic syndrome risk: a cross-sectional analysis of NHANES 2007–2018
    Yueyue Niu
    Lu Xiao
    Ling Feng
    Scientific Reports, 15 (1)
  • [9] Association between body roundness index and frailty in older Americans: a cross-sectional study of NHANES 2007-2018
    Xu, Jie
    Sun, Min
    Chen, Meng
    Lin, Zan
    Hu, Yong
    Luo, Xiaobing
    FRONTIERS IN NUTRITION, 2025, 12
  • [10] Association of dietary index of gut microbiota with cardiovascular disease risk: new evidence from NHANES 2007–2018
    Jiameng Jin
    Xingang Sun
    Lihong Wang
    BMC Cardiovascular Disorders, 25 (1)