Kim Christine, Hilbert Timothy J, Brunst Kelly J, Mangino Anthony A, Christian W Jay, Parsons Patrick J, Palmer Christopher D, Landero Julio, Westneat Susan, Papautsky Ian, Dietrich Kim N, Haynes Erin N
University of Kentucky, College of Public Health, Lexington, KY, 40536, USA.
University of Cincinnati College of Medicine, Department of Environmental and Public Health Sciences, Cincinnati, OH, 45267, USA.
Environ Res. 2025 Aug 1;278:121637. doi: 10.1016/j.envres.2025.121637. Epub 2025 Apr 16.
Manganese (Mn) is essential in growth and development, yet higher levels of Mn are associated with deficits in neurodevelopment. Elevated air Mn was identified near Mn alloy processing facilities in Southeast Side Chicago resulting in community concern about child exposure and health.
Blood, hair, and soil samples were collected and analyzed for multiple metals for children ages 7-17 years and a parent/primary caregiver completed surveys. We used generalized estimating equations to assess associations between metals and the Adaptive Behavior Assessment System 3rd Edition (ABAS-3) scores. Sensitivity analyses were conducted to determine effect modification by child sex on associations between metals and ABAS-3 scores. Bayesian kernel machine regression was used as our principal analytic framework to assess the associations between metal mixtures and adaptive behaviors.
The analyses included 108 children. Residential distance from the nearest Mn industrial source was inversely correlated with soil Mn levels and some were above the federal screening level. A significant association was found between soil Mn and lower ABAS-3 score (β: 3.78, 95 % CI: 7.31, -0.25), and between blood Mn and lower scores in females (β: 11.8, 95 % CI: 21.7, -1.87). ABAS-3 scores were negatively associated with the blood metals mixture, primarily driven by Mn.
Children in Southeast Side Chicago have elevated levels of soil Mn and soil Mn was associated with poorer ABAS-3 scores. Sex-specific differences were found between metal levels and ABAS-3 scores. After considering multiple metals in mixture, Mn was the primary driver of poorer adaptive behavior.
锰(Mn)对生长发育至关重要,但较高水平的锰与神经发育缺陷有关。在芝加哥东南部的锰合金加工设施附近,空气中的锰含量升高,引发了社区对儿童接触和健康的担忧。
采集了7至17岁儿童的血液、头发和土壤样本,并对多种金属进行了分析,同时由一名家长/主要照顾者完成了调查问卷。我们使用广义估计方程来评估金属与《适应性行为评估系统第三版》(ABAS - 3)分数之间的关联。进行了敏感性分析,以确定儿童性别对金属与ABAS - 3分数之间关联的效应修正。贝叶斯核机器回归被用作我们的主要分析框架,以评估金属混合物与适应性行为之间的关联。
分析纳入了108名儿童。与最近的锰工业源的居住距离与土壤锰水平呈负相关,且一些土壤锰水平高于联邦筛查水平。发现土壤锰与较低的ABAS - 3分数之间存在显著关联(β:3.78,95%置信区间:7.31,-0.25),血液锰与女性较低分数之间也存在显著关联(β:11.8,95%置信区间:21.7,-1.87)。ABAS - 3分数与血液金属混合物呈负相关,主要由锰驱动。
芝加哥东南部的儿童土壤锰水平升高,且土壤锰与较差的ABAS - 3分数有关。在金属水平与ABAS - 3分数之间发现了性别特异性差异。在考虑多种金属混合物后,锰是适应性行为较差的主要驱动因素。