Haaland Øystein A, Jugessur Astanand, Gjerdevik Miriam, Romanowska Julia, Shi Min, Beaty Terri H, Marazita Mary L, Murray Jeffrey C, Wilcox Allen J, Lie Rolv T, Gjessing Håkon K
Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway.
Department of Genetics and Bioinformatics, Norwegian Institute of Public Health (NIPH), Oslo, Norway.
PLoS One. 2017 Sep 12;12(9):e0184358. doi: 10.1371/journal.pone.0184358. eCollection 2017.
Cleft palate only is a common birth defect with high heritability. Only a small fraction of this heritability is explained by the genetic variants identified so far, underscoring the need to investigate other disease mechanisms, such as gene-environment (GxE) interactions and parent-of-origin (PoO) effects. Furthermore, PoO effects may vary across exposure levels (PoOxE effects). Such variation is the focus of this study. We upgraded the R-package Haplin to enable direct tests of PoOxE effects at the genome-wide level. From a previous GWAS, we had genotypes for 550 case-parent trios, of mainly European and Asian ancestry, and data on three maternal exposures (smoking, alcohol, and vitamins). Data were analyzed for Europeans and Asians separately, and also for all ethnicities combined. To account for multiple testing, a false discovery rate method was used, where q-values were generated from the p-values. In the Europeans-only analyses, interactions with maternal smoking yielded the lowest q-values. Two SNPs in the 'Interactor of little elongation complex ELL subunit 1' (ICE1) gene had a q-value of 0.14, and five of the 20 most significant SNPs were in the 'N-acetylated alpha-linked acidic dipeptidase-like 2' (NAALADL2) gene. No evidence of PoOxE effects was found in the other analyses. The connections to ICE1 and NAALADL2 are novel and warrant further investigation. More generally, the new methodology presented here is easily applicable to other traits and exposures in which a family-based study design has been implemented.
单纯腭裂是一种常见的具有高遗传性的出生缺陷。到目前为止,仅一小部分遗传性可由已鉴定出的基因变异来解释,这突出表明需要研究其他疾病机制,如基因-环境(GxE)相互作用和印记效应。此外,印记效应可能因暴露水平而异(印记效应与暴露水平的相互作用,即PoOxE效应)。这种变异是本研究的重点。我们对R包Haplin进行了升级,以在全基因组水平上直接检验PoOxE效应。从之前的全基因组关联研究(GWAS)中,我们获得了550个病例-父母三联体的基因型,这些个体主要为欧洲和亚洲血统,以及关于三种母体暴露(吸烟、饮酒和维生素)的数据。分别对欧洲人和亚洲人以及所有种族合并后的群体进行数据分析。为了校正多重检验,使用了错误发现率方法,从p值生成q值。在仅针对欧洲人的分析中,与母体吸烟的相互作用产生了最低的q值。“小延伸复合物ELL亚基1相互作用因子”(ICE1)基因中的两个单核苷酸多态性(SNP)的q值为0.14,20个最显著的SNP中有5个位于“N-乙酰化α-连接酸性二肽酶样2”(NAALADL2)基因中。在其他分析中未发现PoOxE效应的证据。与ICE1和NAALADL2的关联是新发现,值得进一步研究。更一般地说,这里提出的新方法很容易应用于已实施基于家系研究设计的其他性状和暴露情况。