Phthalates exposure and longitudinal trajectories of body composition and regional fat distribution in children: shifting towards "apple-shaped" body and the role of physical activity.
PAEs exposure was linked to larger trajectories of fat mass, BF% and BMD, a smaller LM trajectory, and fat accumulation in the trunk and upper limbs, suggesting an 'apple-shaped' body, while physical activity helped relieve the increased BMD driven by PAEs and fat buildup in the upper body related to PAEs.
Key Findings
Results
Mono-n-butyl phthalate (MnBP) exposure was significantly associated with the 'largest' trajectory of fat mass index, body fat percentage, and fat-free mass index in children.
MnBP exposure showed ORs of 1.69, 1.70, and 2.17 for the 'largest' trajectories of FMI, BF%, and FFMI respectively (P < 0.05)
Study tracked 519 children starting at mean age 8.62 years in Xiamen city, China from May 2017 to October 2020
PAE metabolites were measured at baseline and body composition was assessed through bioelectrical impedance analysis at six visits
Group-based trajectory modeling and multinomial logistic regressions were used to examine how PAE exposure influenced body composition trajectories
Results
Mono-iso-butyl phthalate (MiBP) exposure was negatively associated with the 'largest' trajectory of lean mass in children.
MiBP exposure was associated with the 'largest' lean mass trajectory with OR = 0.51 (95% CI = 0.28, 0.93)
This negative association suggests that MiBP exposure may reduce lean mass accumulation over time
The finding contrasts with other phthalate metabolites that were positively associated with fat-related trajectories
Results
Most PAE metabolites were significantly associated with the 'largest' trajectory of body fat percentage in the trunk and upper limbs, suggesting a shift toward an 'apple-shaped' body.
Significant associations were found between most PAE metabolites and the 'largest' trajectory of BF% in the trunk and upper limbs (P < 0.05)
The pattern of fat accumulation in the trunk and upper limbs rather than lower limbs characterizes the 'apple-shaped' body distribution
Generalized estimating equations were used for the relationship between PAEs and repeated body composition measurements across six visits
Results
Moderate-to-high physical activity moderated the association between mono-2-ethylhexyl phthalate (MEHP) exposure and bone mineral density trajectories.
Moderate-to-high physical activity relieved the increased BMD trajectories caused by MEHP exposure (P for interaction = 0.023)
Stratified analysis with an interaction term was used to investigate how physical activity influences the relationships between PAEs and body composition
Physical activity also decreased regional BF% in the trunk and upper limbs
Methods
PAE metabolites were measured at baseline in a longitudinal child growth and development cohort followed over approximately three and a half years.
519 children were tracked in the cohort from May 2017 to October 2020 in Xiamen city, China
Mean age of children at baseline was 8.62 years
Body composition was assessed through bioelectrical impedance analysis at six visits over the follow-up period
PAE metabolites were measured only at the outset of the study
Results
PAEs exposure was associated with larger trajectories of fat mass and bone mineral density alongside a smaller lean mass trajectory over the study period.
The combination of increased fat mass, BF%, and BMD trajectories with decreased LM trajectory was observed in association with PAE exposure
These longitudinal body composition changes were assessed across six measurement visits spanning approximately 3.5 years
The effects were observed in children starting at a mean age of 8.62 years, a critical period for growth and development
Liu J, Gao D, Li Y, Chen M, Song X, Zhang Y, et al.. (2025). Phthalates exposure and longitudinal trajectories of body composition and regional fat distribution in children: shifting towards "apple-shaped" body and the role of physical activity.. BMC public health. https://doi.org/10.1186/s12889-025-25738-x