King Katherine E, Darrah Thomas H, Money Eric, Meentemeyer Ross, Maguire Rachel L, Nye Monica D, Michener Lloyd, Murtha Amy P, Jirtle Randy, Murphy Susan K, Mendez Michelle A, Robarge Wayne, Vengosh Avner, Hoyo Cathrine
Biodemography of Aging Research Unit (BARU), Duke University, Room A110C, Erwin Mill Building, 2024 W. Main St, Durham, NC, 27708, USA.
Division of Water, Climate, and the Environment, School of Earth Sciences, The Ohio State University, 275 Mendenhall Laboratory, 125th South Oval, Columbus, OH, USA.
BMC Public Health. 2015 Oct 9;15:1035. doi: 10.1186/s12889-015-2379-9.
Cadmium (Cd), lead (Pb), mercury (Hg), and arsenic (As) exposure is ubiquitous and has been associated with higher risk of growth restriction and cardiometabolic and neurodevelopmental disorders. However, cost-efficient strategies to identify at-risk populations and potential sources of exposure to inform mitigation efforts are limited. The objective of this study was to describe the spatial distribution and identify factors associated with Cd, Pb, Hg, and As concentrations in peripheral blood of pregnant women.
Heavy metals were measured in whole peripheral blood of 310 pregnant women obtained at gestational age ~12 weeks. Prenatal residential addresses were geocoded and geospatial analysis (Getis-Ord Gi* statistics) was used to determine if elevated blood concentrations were geographically clustered. Logistic regression models were used to identify factors associated with elevated blood metal levels and cluster membership.
Geospatial clusters for Cd and Pb were identified with high confidence (p-value for Gi* statistic <0.01). The Cd and Pb clusters comprised 10.5 and 9.2 % of Durham County residents, respectively. Medians and interquartile ranges of blood concentrations (μg/dL) for all participants were Cd 0.02 (0.01-0.04), Hg 0.03 (0.01-0.07), Pb 0.34 (0.16-0.83), and As 0.04 (0.04-0.05). In the Cd cluster, medians and interquartile ranges of blood concentrations (μg/dL) were Cd 0.06 (0.02-0.16), Hg 0.02 (0.00-0.05), Pb 0.54 (0.23-1.23), and As 0.05 (0.04-0.05). In the Pb cluster, medians and interquartile ranges of blood concentrations (μg/dL) were Cd 0.03 (0.02-0.15), Hg 0.01 (0.01-0.05), Pb 0.39 (0.24-0.74), and As 0.04 (0.04-0.05). Co-exposure with Pb and Cd was also clustered, the p-values for the Gi* statistic for Pb and Cd was <0.01. Cluster membership was associated with lower education levels and higher pre-pregnancy BMI.
Our data support that elevated blood concentrations of Cd and Pb are spatially clustered in this urban environment compared to the surrounding areas. Spatial analysis of metals concentrations in peripheral blood or urine obtained routinely during prenatal care can be useful in surveillance of heavy metal exposure.
镉(Cd)、铅(Pb)、汞(Hg)和砷(As)的暴露无处不在,且与生长受限、心脏代谢和神经发育障碍的较高风险相关。然而,用于识别高危人群和潜在暴露源以指导缓解措施的经济高效策略有限。本研究的目的是描述孕妇外周血中镉、铅、汞和砷浓度的空间分布,并确定与之相关的因素。
测量了310名孕妇在孕龄约12周时采集的全外周血中的重金属含量。对产前居住地址进行地理编码,并使用地理空间分析(Getis-Ord Gi*统计)来确定血液浓度升高是否在地理上聚集。使用逻辑回归模型来识别与血液金属水平升高和聚类成员相关的因素。
镉和铅的地理空间聚类被高度确定(Gi*统计量的p值<0.01)。镉和铅聚类分别占达勒姆县居民的10.5%和9.2%。所有参与者血液浓度(μg/dL)的中位数和四分位间距分别为:镉0.