Abstract:
Background Although increasing evidence suggests an association between long-term exposure to fine particulate matter (PM2.5) and attention deficit hyperactivity disorder (ADHD) in children, the results are not fully consistent, and the effects of its components remain unclear.
Objective To explore the association between exposure to PM2.5 and its components and ADHD in children, and to identify its key components and sensitive populations.
Methods A large-scale cross-sectional survey was conducted in Guangzhou and Maoming cities, Guangdong Province, from May 2016 to May 2018. A total of 52238 children aged 6-18 years were enrolled. ADHD was assessed using the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-V). Annual average concentrations of PM2.5 and its components, including black carbon (BC), organic matter (OM), sulfate (SO42−), nitrate (NO3−), and ammonium (NH4+), were matched to participants’ residential addresses for the four years preceding the survey (2013–2016). We used generalized linear mixed models that included city as a random term and PM2.5 components and corresponding confounders as fixed terms to explore the association between PM2.5 and its components and ADHD, and conducted subgroup analyses of individual characteristics such as age, gender, and physical activity level.
Results The prevalence of ADHD in children in this study was 4.1%, and the prevalence was higher in boys (5.1%) than in girls (3.0%). The median concentrations of PM2.5, SO42−, NO3−, NH4+, OM, and BC were 42.35, 8.91, 5.70, 4.32, 11.27, and 2.58 μg·m−3, respectively during the study period. PM2.5 and its components, including SO42−, OM, and BC, were positively associated with ADHD. For each interquartile range (IQR) increase in their concentrations, the risk of ADHD increased with odds ratios of 1.37 (95%CI: 1.25, 1.50) for PM2.5, 1.36 (95%CI: 1.24, 1.49) for SO42−, 1.37 (95%CI: 1.25, 1.50) for OM, and 1.37 (95%CI: 1.24, 1.50) for BC, respectively. Similar associations were observed in the ADHD-I and ADHD-C subtypes. The subgroup analysis results showed that compared with children older than 12 years (OR=1.20, 95%CI: 1.06, 1.36), the risk of ADHD was higher in children aged or younger than 12 years after long-term PM2.5 exposure (OR=1.52, 95%CI: 1.34, 1.73). The results remained robust after additional adjustment for preterm birth and low birth weight.
Conclusions There is a positive association between PM2.5 and its components and ADHD in children. The association shows an age difference, with younger children having an elevated risk of ADHD after long-term exposure to PM2.5.