Division of Occupational and Environmental Medicine, Epidemiology, Biostatistics and Prevention Institute, University of Zurich & University Hospital Zurich, Hirschengraben 84, 8001 Zurich, Switzerland.
Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, 8001 Zurich, Switzerland.
Int J Environ Res Public Health. 2018 Jun 25;15(7):1326. doi: 10.3390/ijerph15071326.
Health-risks from contaminated soils are assessed all over the world. An aspect that many risk assessments share is the heterogeneity in the distribution of contaminants. In a preceding study, we assessed potential health-risks for mothers and children living on mercury-contaminated soils in Switzerland using human biomonitoring-values (HBM) and soil samples. We assessed 64 mothers and 107 children who had resided in a defined area for at least 3 months. HBM-concentrations for mercury in urine and hair were measured, a detailed questionnaire was administered for each individual, and more than 4000 individual mercury soil values were obtained in 2015. In this study, we aimed at investigating possible associations of mercury soil- and HBM-values by re-analyzing our data, using predictions of the mercury concentrations at the exact location of the participant’s homes with a kriging approach. Although kriging proved to be a useful method to predict mercury soil concentrations, we did not detect an association between mercury soil- and HBM-values, in agreement with earlier findings. Benefits of geostatistical methods seem to be limited in the context of our study. Conclusions made in our preceding study about potential health risks for the residential population are robust and not altered by the current study.
世界各地都在评估受污染土壤对健康的危害。许多风险评估的一个共同特点是污染物分布的不均匀性。在之前的一项研究中,我们使用人体生物监测值(HBM)和土壤样本,评估了瑞士受汞污染土壤上生活的母亲和儿童面临的潜在健康风险。我们评估了至少在一个确定区域居住 3 个月以上的 64 名母亲和 107 名儿童。测量了他们尿液和头发中的汞浓度,为每个人单独进行了详细的问卷调查,并在 2015 年获得了超过 4000 个单独的汞土壤值。在这项研究中,我们旨在通过重新分析我们的数据,使用克里金方法预测参与者家的确切位置的汞浓度,来研究汞土壤值和 HBM 值之间可能存在的关联。尽管克里金被证明是一种有用的预测汞土壤浓度的方法,但我们没有发现汞土壤值和 HBM 值之间存在关联,这与早期的发现一致。在我们的研究背景下,地质统计方法的好处似乎是有限的。我们在前一项研究中得出的关于居住人口潜在健康风险的结论是稳健的,不会因当前的研究而改变。