An Shuli, Qin Jian, Gong Xinjie, Li Shuangshuang, Ding Haiyan, Zhao Xue, He Hongqi, Zhou Linwei, Deng Xinrui, Chu Xia
Department of Nutrition and Food Hygiene, School of Public Health, Key Laboratory of Precision Nutrition and Health, Ministry of Education, Harbin Medical University, Harbin 150081, China.
College of Food Science, Northeast Agricultural University, Harbin 150030, China.
Nutrients. 2024 Nov 30;16(23):4164. doi: 10.3390/nu16234164.
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.
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.
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.
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.
肠道微生物群饮食指数(DI-GM)是一种新提出的评估饮食质量的指标,其与生物学年龄的关系尚不清楚。我们假设食用有利于健康肠道微生物群环境的食物可能会延缓衰老。
这项横断面研究利用了2007年至2018年美国国家健康与营养检查调查(NHANES)的数据。DI-GM通过对两次24小时饮食回顾访谈的摄入量求平均值来计算。使用克莱梅拉-杜巴尔方法(KDM)、表型年龄(PA)和内稳态紊乱(HD)评估生物学年龄指标。采用逻辑回归、受限立方样条(RCS)和中介分析来探讨DI-GM与KDM、PA和HD之间的关联。
该研究纳入了20671名参与者。根据逻辑回归模型,在对所有协变量进行调整后,观察到DI-GM评分与生物学衰老生物标志物之间存在负相关。与DI-GM评分处于最低四分位数的参与者相比,最高四分位数的参与者在所有生物学年龄指标方面的优势比(OR)均降低,即通过KDM评估的生物学年龄(OR:0.69,95%CI:0.60-0.79)、PA(OR:0.84,95%CI:0.73-0.97)和HD(OR:0.86,95%CI:0.76-0.98)。此外,RCS分析显示DI-GM与生物学年龄之间存在非线性关联。中介分析表明,体重指数(BMI)部分介导了DI-GM与生物学年龄之间的关联。
因此,我们得出结论,较高的DI-GM评分与加速衰老风险较低相关,BMI介导了这种关联。未来的研究应通过纵向研究来验证这些发现。