Comparative mediation roles of body shape indices in the association between Healthy Eating Index-2015 and phenotypic age acceleration: A cross-sectional study based on NHANES 2005-2010.
Higher diet quality is associated with lower odds of biological age acceleration, partially mediated through improved body shape, particularly indicators of central adiposity such as WHtR and BRI.
Key Findings
Results
Each 1-point increase in HEI-2015 score was associated with lower odds of accelerated phenotypic aging.
Odds ratio = 0.98 (95% CI: 0.97–0.98, P < .001) per 1-point increase in HEI-2015
Analysis used survey-weighted multivariable logistic regression models
Sample consisted of 12,511 U.S. adults aged ≥20 years from NHANES 2005–2010
Diet quality was assessed using the Healthy Eating Index-2015 (HEI-2015)
Results
All four body shape indices exhibited partial mediation effects in the association between HEI-2015 and phenotypic age acceleration.
The four indices tested were: body mass index (BMI), waist-to-height ratio (WHtR), Body Roundness Index (BRI), and A Body Shape Index (ABSI)
WHtR showed the largest mediation proportion at 29.23%
BRI showed the second largest mediation proportion at 28.90%
All mediation effects were partial, meaning diet quality also had direct effects on phenotypic age acceleration independent of body shape
Results
WHtR and BRI, both indicators of central adiposity, were superior mediators compared to BMI and ABSI in the diet–aging association.
BMI and ABSI showed smaller mediation proportions relative to WHtR and BRI
The findings highlight central adiposity measures as more relevant mediators than general body size measures
Authors concluded that body shape indices capturing central adiposity were most important in linking diet quality to biological aging
Methods
Phenotypic age acceleration was derived from 9 clinical biomarkers as a measure of biological aging.
Phenotypic Age reflects biological aging by quantifying deviation of an individual's physiological state from their chronological age
Nine clinical biomarkers were used to calculate phenotypic age acceleration
Survey-weighted multivariable linear and logistic regression models were used to examine associations
Subgroup and sensitivity analyses yielded consistent results, supporting robustness of findings
Conclusions
The study supports a dual-targeted strategy integrating dietary improvement and body shape management to mitigate aging acceleration.
Higher diet quality was associated with lower odds of biological age acceleration
The mediation by body shape indices was partial, implying additional pathways beyond body composition
Central adiposity indicators (WHtR and BRI) were identified as key targets alongside diet quality
The cross-sectional design limits causal inference
What This Means
This research suggests that eating a healthier diet is linked to slower biological aging in U.S. adults. The study used data from over 12,500 adults and measured diet quality with a validated scoring tool (HEI-2015) and biological aging using nine blood and clinical markers that can reveal how 'old' a person's body functions relative to their actual age. Each one-point improvement in diet quality score was associated with a 2% lower odds of the body aging faster than expected based on chronological age.
The study also investigated why diet quality might affect biological aging, focusing on body shape as a possible explanation. Researchers compared four different ways of measuring body shape — including overall measures like BMI and measures of abdominal fat like waist-to-height ratio (WHtR) and Body Roundness Index (BRI). They found that all four body shape measures partly explained the link between diet and aging, but measures of belly fat (WHtR and BRI) were the strongest mediators, each accounting for roughly 29% of the diet–aging relationship. This means that some, but not all, of the benefit of a healthy diet on biological aging works through keeping central body fat lower.
This research suggests that improving diet quality and managing body shape — especially belly fat — together may be a more effective strategy for slowing biological aging than focusing on either alone. Because this was a cross-sectional study (a snapshot in time), it cannot prove that better diet directly causes slower aging, but the consistency of findings across different subgroups and analysis methods strengthens confidence in the association.
Qian Y. (2026). Comparative mediation roles of body shape indices in the association between Healthy Eating Index-2015 and phenotypic age acceleration: A cross-sectional study based on NHANES 2005-2010.. Medicine. https://doi.org/10.1097/MD.0000000000050734