Department of Biostatistics, School of Public Health and Tropical Medicine, Southern Medical University, Guangzhou, China.
J Hum Genet. 2012 Aug;57(8):500-7. doi: 10.1038/jhg.2012.58. Epub 2012 May 31.
Genomic imprinting is an important epigenetic phenomenon in studying complex traits and has generally been examined by detecting parent-of-origin effects of alleles. The parental-asymmetry test (PAT) based on nuclear families with both parents and its extensions to deal with missing parental genotypes is simple and powerful for such a task. However, these methods only use case (affected) children in nuclear families and thus do not make full use of information on control (unaffected) children, if available, in these families. In this article, we propose a novel parent-of-origin effects test C-PATu (the combined test of PATu and 1-PATu) by using both the control and case children in nuclear families with one or both parents. C-PATu is essentially a weighted framework, in which the test based on all the control children and their parents and that based on all the case children and their parents are weighted according to the population disease prevalence. Simulation results demonstrate that the proposed tests control the size well under no parent-of-origin effects and using additional information from control children improves the power of the tests under the imprinting alternative. Application of C-PATu to a Framingham Heart Study data set further shows the feasibility in practical application of the test.
基因组印迹是研究复杂性状的一个重要表观遗传现象,通常通过检测等位基因的亲本来源效应来研究。基于双亲核家庭的亲本不对称检验(PAT)及其扩展方法,用于处理缺失的双亲基因型,对于此类任务非常简单且有效。然而,这些方法仅在核家庭中使用患病(受影响)儿童,因此如果这些家庭中有可用的对照(未受影响)儿童,则无法充分利用这些儿童的信息。在本文中,我们提出了一种新的亲本来源效应检验方法 C-PATu(PATu 和 1-PATu 的联合检验),该方法同时使用单亲或双亲核家庭中的对照和患病儿童。C-PATu 本质上是一种加权框架,其中基于所有对照儿童及其父母的检验和基于所有患病儿童及其父母的检验,根据人群疾病流行率进行加权。模拟结果表明,在没有亲本来源效应的情况下,所提出的检验方法可以很好地控制检验的大小,并且在印迹替代假设下,利用对照儿童的额外信息可以提高检验的功效。C-PATu 在弗雷明汉心脏研究数据集上的应用进一步表明了该检验在实际应用中的可行性。