Division of Biostatistics and Epidemiology, Department of Public Health, School of Public Health and Health Sciences, University of Massachusetts at Amherst, Amherst, MA 01003, USA.
Risk Anal. 2012 Mar;32(3):448-63. doi: 10.1111/j.1539-6924.2011.01692.x. Epub 2011 Oct 12.
Exposure to chemicals from ingestion of contaminated soil may be an important pathway with potential health consequences for children. A key parameter used in assessing this exposure is the quantity of soil ingested, with estimates based on four short longitudinal mass-balance soil ingestion studies among children. The estimates use trace elements in the soil with low bioavailability that are minimally present in food. Soil ingestion corresponds to the excess trace element amounts excreted, after subtracting trace element amounts ingested from food and medications, expressed as an equivalent quantity of soil. The short duration of mass-balance studies, different concentrations of trace elements in food and soil, and potential for trace elements to be ingested from other nonsoil, nonfood sources contribute to variability and bias in the estimates. We develop a stochastic model for a soil ingestion estimator based on a trace element that accounts for critical features of the mass-balance equation. Using results from four mass-balance soil ingestion studies, we estimate the accuracy of soil ingestion estimators for different trace elements, and identify subjects where the difference between Al and Si estimates is larger (>3 RMSE) than expected. Such large differences occur in fewer than 12% of subjects in each of the four studies. We recommend the use of such criteria to flag and exclude subjects from soil ingestion analyses.
摄入受污染土壤中的化学物质可能是一个重要途径,对儿童健康具有潜在影响。评估这种暴露的一个关键参数是摄入的土壤量,这是基于四项针对儿童的短期纵向质量平衡土壤摄入研究得出的估计值。这些估计值使用土壤中的微量元素作为依据,这些微量元素的生物利用度较低,在食物中含量极少。土壤摄入与从食物和药物中摄入的微量元素减去排泄的微量元素后多余的微量元素量相对应,以土壤的等效量表示。由于质量平衡研究的持续时间较短、食物和土壤中微量元素的浓度不同,以及微量元素可能从其他非土壤、非食物来源摄入,这些因素导致了估计值的变异性和偏差。我们基于一种微量元素开发了一个土壤摄入估计器的随机模型,该模型考虑了质量平衡方程的关键特征。利用四项质量平衡土壤摄入研究的结果,我们估计了不同微量元素的土壤摄入估计器的准确性,并确定了 Al 和 Si 估计值之间的差异大于预期的(>3 RMSE)的个体。在这四项研究中,每个研究的个体中都少于 12%存在这种较大差异。我们建议使用这些标准来标记并排除土壤摄入分析中的个体。