ArticleNutrients2024
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.
Article in Nutrients, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed.
- Article
- Association of dietary index for gut microbiota with premature and all-cause mortality: A mediation analysis of biological age.The journal of nutrition, health & aging · 2026Article
- Association of the newly proposed dietary index for gut microbiota and chronic kidney disease.International urology and nephrology · 2026Article
- Dietary Index for Gut Microbiota and Risk of All-Cause and Cardiovascular Mortality Across Cardiovascular-Kidney-Metabolic Syndrome Stages 0-3: A Nationwide Prospective Cohort Study.Reviews in cardiovascular medicine · 2026Article
- Joint Association of Diet Index for Gut Microbiota and MVPA With Central Obesity: The Mediating Role of Biological Age.Food science & nutrition · 2026Article
- The role of biological age in stroke prediction: evidence from CHARLS and machine learning models.BMC neurology · 2026Article
- Relationship Between Congestive Heart Failure and the Dietary Index of Gut Microbiota: Information From the National Health and Nutrition Examination Survey 2007-2018.Food science & nutrition · 2026Article
- Association Between Nonalcoholic Fatty Liver Disease and the Dietary Index for Gut Microbiota: A Cross-Sectional Study.Food science & nutrition · 2026Article
- Dietary Index for Gut Microbiota and All-Cause Mortality in CKM Syndrome: Evidence of a JShaped Association and Partial Mediation by DII and CDAI.Endocrine, metabolic & immune disorders drug targets · 2026Article
- Vitamin D metabolites and the gut microbiota dietary index are associated with reduced all-cause mortality in US adults: a prospective cohort study.BMC nutrition · 2025Article
- Dietary Index for Gut Microbiota and Leisure Time Physical Activity: The Potential Combined Protective Impact on Hypertension Risk.Food science & nutrition · 2025Article
- Systemic inflammation index mediated the associations between dietary intake for gut microbiota and muscle mass: a cross-sectional study.Nutrition & metabolism · 2025Article
- Association of the Dietary Index for Gut Microbiota and Cardiovascular-Kidney-Metabolic Syndrome: The Mediation Effect of Phenotypic and Biological Age Acceleration, BMI, and BRI.Food science & nutrition · 2025Article
- Associations between dietary index for gut microbiota with COPD prevalence and all-cause mortality: insights from the 1999-2018 NHANES data.BMC pulmonary medicine · 2025Article
- Association of dietary index for gut microbiota and all-cause and cardiovascular mortality in patients with diabetes or prediabetes.World journal of diabetes · 2025Article
- Association between the dietary index for gut microbiota and all-cause/cardiovascular mortality in patients with metabolic dysfunction-associated steatotic liver disease.Diabetology & metabolic syndrome · 2025Article
- The newly proposed dietary index for gut microbiota and its association with the risk of nonalcoholic fatty liver disease: the mediating role of body mass index.Diabetology & metabolic syndrome · 2025Article
- Association of the newly proposed dietary index for gut microbiota and all-cause and cardiovascular mortality among individuals with diabetes and prediabetes.Frontiers in nutrition · 2025Article
- The dietary inflammation index and body mass index mediate the association between the dietary index for gut microbiota and sarcopenia in older women: evidence from NHANES 2011-2018.Frontiers in nutrition · 2025Article
- Systemic inflammation mediates the association between the dietary index for gut microbiota and serum Klotho: evidence from NHANES 2007-2016.Frontiers in nutrition · 2025Article
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10 authors.
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Abstract
objectiveThe 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.
methodsThis 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.
resultsThe 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.
conclusionsTherefore, 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.
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