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外显子特异性 QTL 会扭曲使用基因表达阵列数据检测到的表达 QTL 的推断分布。

Exon-specific QTLs skew the inferred distribution of expression QTLs detected using gene expression array data.

机构信息

Department of Human Genetics, The University of Chicago, Chicago, Illinois, United States of America.

出版信息

PLoS One. 2012;7(2):e30629. doi: 10.1371/journal.pone.0030629. Epub 2012 Feb 16.

Abstract

Mapping of expression quantitative trait loci (eQTLs) is an important technique for studying how genetic variation affects gene regulation in natural populations. In a previous study using Illumina expression data from human lymphoblastoid cell lines, we reported that cis-eQTLs are especially enriched around transcription start sites (TSSs) and immediately upstream of transcription end sites (TESs). In this paper, we revisit the distribution of eQTLs using additional data from Affymetrix exon arrays and from RNA sequencing. We confirm that most eQTLs lie close to the target genes; that transcribed regions are generally enriched for eQTLs; that eQTLs are more abundant in exons than introns; and that the peak density of eQTLs occurs at the TSS. However, we find that the intriguing TES peak is greatly reduced or absent in the Affymetrix and RNA-seq data. Instead our data suggest that the TES peak observed in the Illumina data is mainly due to exon-specific QTLs that affect 3' untranslated regions, where most of the Illumina probes are positioned. Nonetheless, we do observe an overall enrichment of eQTLs in exons versus introns in all three data sets, consistent with an important role for exonic sequences in gene regulation.

摘要

表达数量性状基因座(eQTLs)的映射是研究遗传变异如何影响自然种群中基因调控的重要技术。在之前使用人类淋巴母细胞系的 Illumina 表达数据进行的一项研究中,我们报告说顺式 eQTLs 特别丰富于转录起始位点(TSS)及其附近,以及转录终止位点(TES)的上游。在本文中,我们使用 Affymetrix 外显子数组和 RNA 测序的其他数据重新研究了 eQTL 的分布。我们确认大多数 eQTL 位于接近靶基因的位置;转录区域通常富含 eQTL;eQTL 在exon 中比 intron 中更丰富;eQTL 的峰值密度出现在 TSS。然而,我们发现引人注目的 TES 峰在 Affymetrix 和 RNA-seq 数据中大大减少或不存在。相反,我们的数据表明,Illumina 数据中观察到的 TES 峰主要是由于影响 3'非翻译区的exon 特异性 QTL 所致,大多数 Illumina 探针都位于此处。尽管如此,我们确实在所有三个数据集的exon 中观察到 eQTL 的总体富集,与外显子序列在基因调控中的重要作用一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/94bd/3281037/d1cf18f2364f/pone.0030629.g001.jpg

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