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Updated: Jan 16, 2026

Long-term Behavioral and Reproductive Consequences of Embryonic Exposure to Low-dose Toxicants
Published on: March 6, 2018
Effects of single and multiple endocrine-disrupting chemical exposures on hyperactivity trajectories among
Ruo-Yu Li1, Shu-Qin Li1, Yang Zhou2
1School of Public Health, Center for Big Data and Population Health of IHM, Anhui Medical University, Hefei, Anhui 230032, China; Key Laboratory of Population Health Across Life Cycle (Anhui Medical University), Ministry of Education of the People's Republic of China, No 81 Meishan Road, Hefei 230032 Anhui, China.
Objective:
To evaluate the association of individual and mixed exposure to endocrine-disrupting chemicals (EDCs) with hyperactivity trajectories in preschoolers.
Method:
This study used data from a cohort of 823 preschoolers. Baseline urine samples measured concentrations of 22 EDCs (T0). Follow-ups occurred twice, every six months (T1 and T2), with mothers completing hyperactivity questionnaires at all time points (T0-T2). Latent class growth analysis (LCGA) was used to assess children's hyperactivity trajectories. We investigated the individual and joint effects of EDCs using binary logistic regression, quantile-based g-computation (Q-gcomp) model, and Bayesian kernel machine regression (BKMR) model, respectively.
Results:
We identified two hyperactivity trajectories: the "high hyperactivity trajectory" and the "low hyperactivity trajectory". The binary logistic regression results showed that nine chemicals were significantly associated with hyperactivity trajectories (OR = 0.57 ∼ 2.37, 95 % CI: 0.33-4.03). The Q-gcomp model showed a positive association between mixed EDC exposures and the hyperactivity trajectories (OR = 2.13, 95 % CI: 1.70-2.66). The BKMR model found a significant positive relationship between the EDC mixtures and hyperactivity trajectories when all chemical concentrations were at or above their 55th percentile compared with the median. After stratification by gender, we found that exposure to EDC mixtures was more strongly associated with hyperactivity trajectories in girls.
Conclusion:
The current study indicates the adverse health effects of exposure to mixtures of EDCs among preschoolers, and suggests gender specificity in these effects. This highlights the importance of focusing on multi-pollutant exposure in early childhood and taking targeted interventions.
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