Núñez Olivier, Fernández-Navarro Pablo, Martín-Méndez Iván, Bel-Lan Alejandro, Locutura Rupérez Juan F, López-Abente Gonzalo
Environmental and Cancer Epidemiology Unit, National Centre for Epidemiology, Carlos III Institute of Health, Avda. Monforte de Lemos 5, 28029, Madrid, Spain.
Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
Environ Sci Pollut Res Int. 2017 Mar;24(8):7413-7421. doi: 10.1007/s11356-017-8418-6. Epub 2017 Jan 20.
Spatio-temporal cancer mortality studies in Spain have revealed patterns for some tumours which display a distribution that is similar across the sexes and persists over time. Such characteristics would be common to tumours that shared risk factors, including the geochemical composition of the soil. The aim of this study was to assess the possible association between heavy metal and metalloid levels in topsoil (upper soil horizon) and cancer mortality in mainland Spain. Ecological cancer mortality study at a municipal level, covering 861,440 cancer deaths (27 different tumour locations) in 7917 Spanish mainland towns, from 1999 to 2008. The elements included in this analysis were Al, As, Cd, Cr, Cu, Fe, Mn, Ni, Pb and Zn. Topsoil levels (partial extraction) were determined by ICP-MS at 13,317 sampling points. For the analysis, the data on the topsoil composition have been transformed by the centred logratio (clr-transformation). Principal factor analysis was performed to obtain independent latent factors for the transformed variables. To estimate the effect of heavy metal levels in topsoil composition on mortality, we fitted Besag, York and Mollié models, which included each town's factor scores as the explanatory variable. Integrated Nested Laplace Approximation (INLA) was used as a tool for Bayesian inference. All results were adjusted for sociodemographic variables. The results showed an association between trace contents of heavy metals and metalloids in topsoil and mortality due to tumours of the digestive system in mainland Spain. This association was observed in both sexes, something that would support the hypothesis that the incorporation of heavy metals into the trophic chain might be playing a role in the aetiology of some types of cancer. Topsoil composition and the presence of potentially toxic elements in trace concentrations might be an additional component in the aetiology of some types of cancer, and go some way to determine the ensuing geographic differences in mortality in Spain. The results support the interest of inclusion of heavy metal levels in topsoil as a hypothesis in analytical epidemiological studies using biological markers of exposure to heavy metals and metalloids.
西班牙的时空癌症死亡率研究揭示了某些肿瘤的模式,这些肿瘤在性别上呈现相似的分布且随时间持续存在。这些特征对于具有共同风险因素(包括土壤地球化学成分)的肿瘤来说是常见的。本研究的目的是评估西班牙大陆表土(上层土壤层)中重金属和类金属含量与癌症死亡率之间的可能关联。在市级层面进行生态癌症死亡率研究,涵盖了1999年至2008年西班牙大陆7917个城镇的861440例癌症死亡(27个不同肿瘤部位)。本分析中包含的元素有铝、砷、镉、铬、铜、铁、锰、镍、铅和锌。通过电感耦合等离子体质谱法在13317个采样点测定表土含量(部分提取)。为进行分析,表土成分数据通过中心对数比(clr变换)进行了转换。进行主成分分析以获得转换变量的独立潜在因子。为了估计表土成分中重金属含量对死亡率的影响,我们拟合了贝萨格、约克和莫利模型,其中将每个城镇的因子得分作为解释变量。使用集成嵌套拉普拉斯近似(INLA)作为贝叶斯推断工具。所有结果均针对社会人口统计学变量进行了调整。结果表明,西班牙大陆表土中重金属和类金属的微量含量与消化系统肿瘤死亡率之间存在关联。在男女两性中均观察到这种关联,这将支持重金属纳入营养链可能在某些类型癌症的病因中起作用这一假设。表土成分以及痕量浓度的潜在有毒元素的存在可能是某些类型癌症病因中的一个额外因素,并在一定程度上决定了西班牙随后的死亡率地理差异。这些结果支持在使用重金属和类金属暴露生物标志物的分析流行病学研究中,将表土中重金属含量作为一种假设纳入研究的价值。