State Key Laboratory of Reproductive Medicine, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Maternal, Child and Adolescent Health, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, China.
State Key Laboratory of Reproductive Medicine, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, China.
Sci Total Environ. 2022 Oct 10;842:156778. doi: 10.1016/j.scitotenv.2022.156778. Epub 2022 Jun 18.
Emerging data have suggested the potential role of prenatal PM exposure as a neurotoxin for offspring. However, the existing results are equivocal, and no study has examined the effects of complex chemical constituents of the particular matter on offspring neurodevelopment. Therefore, in a prospective birth cohort study conducted in Jiangsu, China, we aimed to investigate the association between prenatal exposure to PM and the neurodevelopment in infants, and further assess the effects of specific chemical constituents of PM. A total of 1531 children who had available data on daily prenatal PM exposure and completed assessment on neurodevelopment at 1 year old were enrolled. We used the high-performance machine-learning model to estimate daily PM exposure concentrations at 1 km × 1 km spatial resolution. The combined geospatial-statistical model was applied to evaluate average concentrations of six chemical constituents [organic matter (OM), black carbon (BC), sulfate (SO), nitrate (NO), ammonium (NH), and soil dust (Dust)]. The neurodevelopment of children was assessed using Bayley-III Screening Test. After adjusting for confounding factors, the risk of non-optimal gross motor development increased by 31 % for every 10 μg/m increase in average PM exposure during gestation (aRR: 1.31; 95 % CI: 1.04, 1.64). Further analysis of PM constituents showed that prenatally exposed to high SO was associated with the risk of non-optimal gross motor development (aRR: 1.40; 95 % CI: 1.08, 1.81). Null associations were observed for the rest four neurodevelopment domains. Collectively, our study suggested that prenatal exposure to PM, particularly with high SO concentration, was associated with children's non-optimal gross motor development at 1 year old. The short- and long-term influences of perinatal PM exposure on children's neurodevelopment warrant further investigation.
新出现的数据表明,产前 PM 暴露可能对后代具有神经毒性作用。然而,现有的结果存在争议,没有研究检查过特定物质的复杂化学成分对后代神经发育的影响。因此,在中国江苏进行的一项前瞻性出生队列研究中,我们旨在调查产前 PM 暴露与婴儿神经发育之间的关系,并进一步评估 PM 特定化学成分的影响。共有 1531 名儿童纳入了研究,这些儿童在产前 PM 暴露方面有可用数据,并且在 1 岁时完成了神经发育评估。我们使用高性能机器学习模型来估计 1 公里×1 公里空间分辨率的每日 PM 暴露浓度。应用联合地理空间统计模型来评估六种化学成分(有机物(OM)、黑碳(BC)、硫酸盐(SO)、硝酸盐(NO)、铵(NH)和土壤尘埃(Dust))的平均浓度。使用贝利-III 筛查测试评估儿童的神经发育。调整混杂因素后,妊娠期间平均 PM 暴露每增加 10 μg/m,非最佳总运动发育的风险增加 31%(ARR:1.31;95%CI:1.04,1.64)。对 PM 成分的进一步分析表明,产前暴露于高浓度 SO 与非最佳总运动发育的风险相关(ARR:1.40;95%CI:1.08,1.81)。其余四个神经发育领域未观察到关联。总的来说,我们的研究表明,产前 PM 暴露,特别是高浓度 SO,与 1 岁儿童非最佳总运动发育有关。围产期 PM 暴露对儿童神经发育的短期和长期影响值得进一步研究。