U.S. Environmental Protection Agency, Office of Research and Development, Research Triangle Park, Durham, NC, USA.
Alta Science and Engineering, Inc., Kellogg, ID, USA.
J Expo Sci Environ Epidemiol. 2023 Mar;33(2):187-197. doi: 10.1038/s41370-022-00473-2. Epub 2022 Sep 19.
The Integrated Exposure Uptake Biokinetic Model for Lead in Children (IEUBK model) was developed by the U.S. Environmental Protection Agency to support assessments of health risks to children from exposures to lead (Pb).
This study evaluated performance of IEUBK model (v2.0) as it would be typically applied at Superfund sites to predict blood Pb levels (BLLs) in populations of children.
The model was evaluated by comparing model predictions of BLLs to 1144 observed BLLs in a population of children at the Bunker Hill Superfund Site for which there were paired estimates of environmental Pb concentrations.
Predicted population geometric mean (GM) BLLs (GM: 3.4 µg/dL, 95% CI: 3.3, 3.5) were within 0.3 µg/dL of observed (GM: 3.6 µg/dL, 95% CI: 3.5, 3.8). The model predicted the observed age trend in GM BLLs and explained ~90% of the variance in the observed age-stratified GM BLLs. The mean predicted probability of exceeding 5 µg/dL (P) was 27% (95% CI: 24, 29) and observed P was 32% (95% CI: 29, 35), a difference of 5%. Differences between geographic area stratified mean P (predicted minus observed) ranged from -11 to 14% (mean difference: 2.3%).
Although the more general applicability of these findings to other populations remains to be determined in future studies, our results support applications of the IEUBK model (v2.0) for informing risk-based decisions regarding remediation of soils and mitigation of exposures at Superfund sites where the majority of the exposure unit GM BLLs are expected to be ≤5 µg/dL and where it is desired to limit the predicted probability of exceeding 5 µg/dL to <5%.
美国环境保护署开发的儿童铅综合暴露吸收生物动力学模型(IEUBK 模型)旨在支持对儿童因铅(Pb)暴露而产生的健康风险进行评估。
本研究评估了 IEUBK 模型(v2.0)在超级基金场地中的典型应用,以预测儿童人群的血铅水平(BLL)的性能。
通过比较模型对邦克山超级基金场地中儿童人群的 1144 个 BLL 观测值的预测值和该人群环境铅浓度的配对估计值,评估了模型的性能。
预测的人群几何均值(GM)BLL(GM:3.4μg/dL,95%CI:3.3,3.5)与观察到的 BLL(GM:3.6μg/dL,95%CI:3.5,3.8)相差 0.3μg/dL。模型预测了 GM BLL 的观察年龄趋势,并解释了观察到的年龄分层 GM BLL 中约 90%的方差。平均预测的超过 5μg/dL(P)的概率为 27%(95%CI:24,29),而观察到的 P 为 32%(95%CI:29,35),差异为 5%。按地理区域分层的平均 P(预测值减去观察值)的差异范围为-11%至 14%(平均差异:2.3%)。
尽管在未来的研究中,这些发现对其他人群的更广泛适用性仍有待确定,但我们的结果支持应用 IEUBK 模型(v2.0),以便在超级基金场地做出基于风险的决策,这些场地的大多数暴露单位 GM BLL 预计将≤5μg/dL,并且希望将超过 5μg/dL 的预测概率限制在<5%。