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A hybrid design: case-parent triads supplemented by control-mother dyads

机译:混合设计:案例父母三元组与对照母亲二元组相辅相成

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摘要

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.
机译:混合设计源于将基于家庭和基于人群的研究设计的优点相结合的努力。最近提出的混合方法用基于人群的对照双亲三联体增加了病例双亲三联体,对除对照后代以外的所有人进行了基因分型。相对于单独使用病例父母三联体,包括对照的父母,可以大大提高统计效率,以测试和评估后代和母亲的遗传相对风险参数。而且,它允许测试所需的假设。然而,控制父亲可能很难招募,而控制后代及其母亲可能随时可用。因此,我们提出了一种替代混合设计,其中后代-母亲对代替父母作为基于种群的对照。我们将我们提出的方法与几个竞争对手的功能进行了比较,并显示了它在各种情况下的性能,尽管它的功能比使用控制父级的混合设计要弱一些。我们描述了用于检查总体分层是否会偏向使用控件的推论以及交配对称假设是否成立的方法。出乎意料的是,如果违反了交配对称性,即使不能单独使用控制母二元组直接估算交配型参数,也不能仅使用案例父母三元组来估算母体效应,将这两个数据源结合起来就可以估算所有参数。这种混合设计还可用于研究疾病风险和基因与环境之间相互作用的环境影响。

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