Methods Development and Applications Branch, HEASD/NERL/ORD (D205-05), U.S. Environmental Protection Agency, Research Triangle Park, NC 27711, USA.
Chem Biol Interact. 2012 Apr 5;196(3):68-78. doi: 10.1016/j.cbi.2011.02.020. Epub 2011 Mar 4.
Environmental links to disease are difficult to uncover because environmental exposures are variable in time and space, contaminants occur in complex mixtures, and many diseases have a long time delay between exposure and onset. Furthermore, individuals in a population have different activity patterns (e.g., hobbies, jobs, and interests), and different genetic susceptibilities to disease. As such, there are many potential confounding factors to obscure the reasons that one individual gets sick and another remains healthy. An important method for deducing environmental associations with disease outbreak is the retrospective case-control study wherein the affected and control subject cohorts are studied to see what is different about their previous exposure history. Despite success with infectious diseases (e.g., food poisoning, and flu), case-control studies of cancer clusters rarely have an unambiguous outcome. This is attributed to the complexity of disease progression and the long-term latency between exposure and disease onset. In this article, we consider strategies for investigating cancer clusters and make some observations for improving statistical power through broader non-parametric approaches wherein sub-populations (i.e., whole towns), rather than individuals, are treated as the cases and controls, and the associated cancer rates are treated as the dependent variable. We subsequently present some ecological data for tungsten and cobalt from studies by University of Arizona researchers who document elevated levels of tungsten and cobalt in Fallon, NV. These results serve as candidates for future hybrid ecologic case-control investigations of childhood leukemia clusters.
环境与疾病之间的关联很难被揭示,因为环境暴露在时间和空间上是多变的,污染物存在于复杂的混合物中,许多疾病在暴露和发病之间存在很长的时间延迟。此外,人群中的个体具有不同的活动模式(例如,爱好、工作和兴趣),并且对疾病有不同的遗传易感性。因此,有许多潜在的混杂因素会掩盖一个人患病而另一个人保持健康的原因。推断环境与疾病爆发之间关联的一个重要方法是回顾性病例对照研究,其中研究受影响和对照的队列,以了解他们以前的暴露史有何不同。尽管传染病(例如食物中毒和流感)的病例对照研究取得了成功,但癌症集群的病例对照研究很少有明确的结果。这归因于疾病进展的复杂性和暴露与发病之间的长期潜伏期。在本文中,我们考虑了调查癌症集群的策略,并通过更广泛的非参数方法(即整个城镇,而不是个体)来提高统计能力提出了一些观察结果,在这种方法中,子群体(即整个城镇)而不是个体被视为病例和对照,相关的癌症发病率被视为因变量。随后,我们展示了亚利桑那大学研究人员对从 Fallon,NV 获得的钨和钴的研究的一些生态数据。这些结果是未来对儿童白血病集群进行混合生态病例对照研究的候选对象。