Graffelman J, Weir B S
Department of Statistics and Operations Research, Universitat Politècnica de Catalunya, Barcelona, Spain.
Department of Biostatistics, University of Washington, Seattle, WA, USA.
Heredity (Edinb). 2016 Jun;116(6):558-68. doi: 10.1038/hdy.2016.20. Epub 2016 Apr 13.
Testing genetic markers for Hardy-Weinberg equilibrium (HWE) is an important tool for detecting genotyping errors in large-scale genotyping studies. For markers at the X chromosome, typically the χ(2) or exact test is applied to the females only, and the hemizygous males are considered to be uninformative. In this paper we show that the males are relevant, because a difference in allele frequency between males and females may indicate HWE not to hold. The testing of markers on the X chromosome has received little attention, and in this paper we lay down the foundation for testing biallelic X-chromosomal markers for HWE. We develop four frequentist statistical test procedures for X-linked markers that take both males and females into account: the χ(2) test, likelihood ratio test, exact test and permutation test. Exact tests that include males are shown to have a better Type I error rate. Empirical data from the GENEVA project on venous thromboembolism is used to illustrate the proposed tests. Results obtained with the new tests differ substantially from tests that are based on female genotype counts only. The new tests detect differences in allele frequencies and seem able to uncover additional genotyping error that would have gone unnoticed in HWE tests based on females only.
检测基因标记是否符合哈迪-温伯格平衡(HWE)是在大规模基因分型研究中检测基因分型错误的重要工具。对于X染色体上的标记,通常仅对女性应用χ(2)检验或确切检验,而半合子男性被认为是无信息的。在本文中,我们表明男性是相关的,因为男性和女性之间的等位基因频率差异可能表明哈迪-温伯格平衡不成立。X染色体上标记的检验很少受到关注,在本文中我们为检验双等位基因X染色体标记是否符合哈迪-温伯格平衡奠定了基础。我们开发了四种将男性和女性都考虑在内的用于X连锁标记的频率统计检验程序:χ(2)检验、似然比检验、确切检验和置换检验。包含男性的确切检验显示具有更好的I型错误率。来自静脉血栓栓塞症GENEVA项目的经验数据用于说明所提出的检验。新检验获得的结果与仅基于女性基因型计数的检验结果有很大不同。新检验能检测到等位基因频率的差异,似乎能够发现仅基于女性的哈迪-温伯格平衡检验中未被注意到的额外基因分型错误。