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用于分析具有复杂样本设计的群体遗传调查的 Hardy-Weinberg 平衡检验。

A Hardy-Weinberg equilibrium test for analyzing population genetic surveys with complex sample designs.

机构信息

Office of Minority Health and Health Disparities, 4770 Buford Highway, Mailstop E-67, Atlanta, GA 30341, USA.

出版信息

Am J Epidemiol. 2010 Apr 15;171(8):932-41. doi: 10.1093/aje/kwq002. Epub 2010 Mar 17.

Abstract

Testing for deviations from Hardy-Weinberg equilibrium is a widely recommended practice for population-based genetic association studies. However, current methods for this test assume a simple random sample and may not be appropriate for sample surveys with complex survey designs. In this paper, the authors present a test for Hardy-Weinberg equilibrium that adjusts for the sample weights and correlation of data collected in complex surveys. The authors perform this test by using a simple adjustment to procedures developed to analyze data from complex survey designs available within the SAS statistical software package (SAS Institute, Inc., Cary, North Carolina). Using 90 genetic markers from the Third National Health and Nutrition Examination Survey, the authors found that survey-adjusted and -unadjusted estimates of the disequilibrium coefficient were generally similar within self-reported races/ethnicities. However, estimates of the variance of the disequilibrium coefficient were significantly different between the 2 methods. Because the results of the survey-adjusted tests account for correlation among participants sampled within the same cluster, and the possibility of having related individuals sampled from the same household, the authors recommend use of this test when analyzing genetic data originating from sample surveys with complex survey designs to assess deviations from Hardy-Weinberg equilibrium.

摘要

检验 Hardy-Weinberg 平衡偏离是基于人群的遗传关联研究中广泛推荐的做法。然而,目前用于该检验的方法假设是简单的随机样本,对于具有复杂调查设计的抽样调查可能不合适。在本文中,作者提出了一种针对 Hardy-Weinberg 平衡的检验方法,该方法可以调整复杂调查中收集的数据的样本权重和相关性。作者通过对 SAS 统计软件包(SAS Institute,Inc.,Cary,North Carolina)中提供的用于分析复杂调查设计数据的程序进行简单调整来执行此检验。作者使用来自第三次全国健康和营养检查调查的 90 个遗传标记,发现自我报告的种族/民族内,调整和未调整的不平衡系数估计值通常相似。但是,这两种方法之间不平衡系数方差的估计值有显著差异。由于调整后的检验结果考虑了在同一聚类中抽样的参与者之间的相关性,以及从同一家庭中抽样相关个体的可能性,因此作者建议在分析来自具有复杂调查设计的抽样调查的遗传数据时,使用这种检验方法来评估 Hardy-Weinberg 平衡的偏离。

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