Budtz-Jørgensen Esben, Grandjean Philippe, Weihe Pal
Department of Biostatistics, Institute of Public Health, University of Copenhagen, Copenhagen, Denmark.
Environ Health Perspect. 2007 Mar;115(3):323-7. doi: 10.1289/ehp.9738. Epub 2006 Dec 14.
Fish and seafood provide important nutrients but may also contain toxic contaminants, such as methylmercury. Advisories against pollutants may therefore conflict with dietary recommendations. In resolving this conundrum, most epidemiologic studies provide little guidance because they address either nutrient benefits or mercury toxicity, not both.
Impact on the same health outcomes by two exposures originating from the same food source provides a classical example of confounding. To explore the extent of this bias, we applied structural equation modeling to data from a prospective study of developmental methylmercury neurotoxicity in the Faroe Islands.
Adjustment for the benefits conferred by maternal fish intake during pregnancy resulted in an increased effect of the prenatal methylmercury exposure, as compared with the unadjusted results. The dietary questionnaire response is likely to be an imprecise proxy for the transfer of seafood nutrients to the fetus, and this imprecision may bias the confounder-adjusted mercury effect estimate. We explored the magnitude of this bias in sensitivity analysis assuming a range of error variances. At realistic imprecision levels, mercury-associated deficits increased by up to 2-fold when compared with the unadjusted effects.
These results suggest that uncontrolled confounding from a beneficial parameter, and imprecision of this confounder, may cause substantial underestimation of the effects of a toxic exposure. The adverse effects of methylmercury exposure from fish and seafood are therefore likely to be underestimated by unadjusted results from observational studies, and the extent of this bias will be study dependent.
鱼类和海鲜富含重要营养素,但也可能含有有毒污染物,如甲基汞。因此,针对污染物的建议可能与饮食建议相冲突。在解决这一难题时,大多数流行病学研究提供的指导很少,因为它们要么关注营养益处,要么关注汞毒性,而非两者兼顾。
源于同一食物来源的两种暴露对相同健康结局的影响是混杂的典型例子。为探究这种偏差的程度,我们将结构方程模型应用于法罗群岛发育性甲基汞神经毒性前瞻性研究的数据。
与未调整的结果相比,对孕期母亲鱼类摄入量带来的益处进行调整后,产前甲基汞暴露的影响有所增加。饮食问卷的回答可能是海鲜营养物质向胎儿转移的不准确指标,这种不准确性可能会使经混杂因素调整后的汞效应估计产生偏差。我们在敏感性分析中假设了一系列误差方差,探究了这种偏差的大小。在实际的不精确水平下,与未调整的效应相比,与汞相关的缺陷增加了两倍。
这些结果表明,有益参数造成的未控制混杂以及该混杂因素的不精确性,可能会导致对有毒暴露效应的严重低估。因此,观察性研究未调整的结果可能会低估鱼类和海鲜中甲基汞暴露的不良影响,且这种偏差的程度将取决于研究。