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通过对三核苷酸中基因表达的顺式关联分析检测亲本来源特异性表达数量性状基因座。

Detection of parent-of-origin specific expression quantitative trait loci by cis-association analysis of gene expression in trios.

机构信息

Department of Genetics and Genomic Sciences, Mount Sinai School of Medicine, New York, New York, United States of America.

出版信息

PLoS One. 2012;7(8):e41695. doi: 10.1371/journal.pone.0041695. Epub 2012 Aug 17.

Abstract

Parent-of-origin (PofO) effects, such as imprinting are a phenomenon in which homologous chromosomes exhibit differential gene expression and epigenetic modifications according to their parental origin. Such non-Mendelian inheritance patterns are generally ignored by conventional association studies, as these tests consider the maternal and paternal alleles as equivalent. To identify regulatory regions that show PofO effects on gene expression (imprinted expression Quantitative Trait Loci, ieQTLs), here we have developed a novel method in which we associate SNP genotypes of defined parental origin with gene expression levels. We applied this method to study 59 HapMap phase II parent-offspring trios. By analyzing mother/father/child trios, rules of Mendelian inheritance allowed the parental origin to be defined for ~95% of SNPs in each child. We used 680,475 informative SNPs and corresponding expression data for 92,167 probe sets from Affymetrix GeneChip Human Exon 1.0 ST arrays and performed four independent cis-association analyses with the expression level of RefSeq genes within 1 Mb using PLINK. Independent analyses of maternal and paternal genotypes identified two significant cis-ieQTLs (p<10(-7)) at which expression of genes SFT2D2 and SRRT associated exclusively with maternally inherited SNPs rs3753292 and rs6945374, respectively. 28 additional suggestive cis-associations with only maternal or paternal SNPs were found at a lower stringency threshold of p<10(-6), including associations with two known imprinted genes PEG10 and TRAPPC9, demonstrating the efficacy of our method. Furthermore, comparison of our method that utilizes independent analyses of maternal and paternal genotypes with the Likelihood Ratio Test (LRT) showed it to be more effective for detecting imprinting effects than the LRT. Our method represents a novel approach that can identify imprinted regulatory elements that control gene expression, suggesting novel PofO effects in the human genome.

摘要

亲本来源(PofO)效应,如印记,是一种同源染色体根据其亲本来源表现出不同基因表达和表观遗传修饰的现象。这种非孟德尔遗传模式通常被传统的关联研究所忽略,因为这些测试将母本和父本等位基因视为等同。为了识别表现出 PofO 对基因表达影响的调控区域(印记表达数量性状基因座,即 ieQTLs),我们在这里开发了一种新方法,即将定义亲本来源的 SNP 基因型与基因表达水平相关联。我们应用该方法研究了 59 个 HapMap 二期父母-子女三核苷酸。通过分析母亲/父亲/子女三核苷酸,孟德尔遗传规则允许为每个孩子中约 95%的 SNP 定义亲本来源。我们使用了 680475 个信息 SNP 和来自 Affymetrix GeneChip Human Exon 1.0 ST 阵列的 92167 个探针集的相应表达数据,并使用 PLINK 对 RefSeq 基因在 1 Mb 内的表达水平进行了四个独立的顺式关联分析。对母本和父本基因型的独立分析分别确定了两个显著的顺式 ieQTL(p<10(-7)),其中基因 SFT2D2 和 SRRT 的表达仅与母本遗传 SNP rs3753292 和 rs6945374 相关。在较低的 p<10(-6) 严格性阈值下,仅发现了与母本或父本 SNP 的 28 个额外提示性顺式关联,包括与两个已知印记基因 PEG10 和 TRAPPC9 的关联,证明了我们方法的有效性。此外,我们利用母本和父本基因型的独立分析的方法与似然比检验(LRT)的比较表明,与 LRT 相比,该方法更有效地检测印迹效应。我们的方法代表了一种新的方法,可以识别控制基因表达的印记调控元件,提示人类基因组中存在新的 PofO 效应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1666/3422236/9478dd9ca85b/pone.0041695.g001.jpg

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