Vermeulen Sita H, Shi Min, Weinberg Clarice R, Umbach David M
Department of Endocrinology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands.
Genet Epidemiol. 2009 Feb;33(2):136-44. doi: 10.1002/gepi.20365.
Hybrid designs arose from an effort to combine the benefits of family-based and population-based study designs. A recently proposed hybrid approach augments case-parent triads with population-based control-parent triads, genotyping everyone except the control offspring. Including parents of controls substantially improves statistical efficiency for testing and estimating both offspring and maternal genetic relative risk parameters relative to using case-parent triads alone. Moreover, it allows testing of required assumptions. Nevertheless, control fathers can be hard to recruit, whereas control offspring and their mothers may be readily available. Consequently, we propose an alternative hybrid design where offspring-mother pairs, instead of parents, serve as population-based controls. We compare the power of our proposed method with several competitors and show that it performs well in various scenarios, though it is slightly less powerful than the hybrid design that uses control parents. We describe approaches for checking whether population stratification will bias inferences that use controls and whether the mating-symmetry assumption holds. Surprisingly, if mating symmetry is violated, even though mating-type parameters cannot be directly estimated using control-mother dyads alone, and maternal effects cannot be estimated using case-parent triads alone, combining both sources of data allows estimation of all the parameters. This hybrid design can also be used to study environmental influences on disease risk and gene-by-environment interactions.
混合设计源于将基于家系和基于人群的研究设计的优点结合起来的努力。最近提出的一种混合方法用基于人群的对照-父母三联体扩充病例-父母三联体,对除对照后代之外的所有人进行基因分型。相对于仅使用病例-父母三联体,纳入对照的父母极大地提高了检验和估计后代及母体遗传相对风险参数的统计效率。此外,它允许对所需假设进行检验。然而,对照父亲可能难以招募,而对照后代及其母亲可能很容易获得。因此,我们提出一种替代的混合设计,其中用后代-母亲对而非父母作为基于人群的对照。我们将我们提出的方法的效能与几个竞争方法进行比较,结果表明它在各种情况下都表现良好,尽管其效能略低于使用对照父母的混合设计。我们描述了用于检查人群分层是否会使使用对照的推断产生偏差以及交配对称性假设是否成立的方法。令人惊讶的是,如果交配对称性被违反,即使不能仅使用对照-母亲二元组直接估计交配型参数,且不能仅使用病例-父母三联体估计母体效应,但将这两种数据来源结合起来却可以估计所有参数。这种混合设计还可用于研究环境对疾病风险的影响以及基因-环境相互作用。