Queensland Institute of Medical Research, Herston, Brisbane, QLD 4006, Australia.
Genome Res. 2012 Mar;22(3):456-66. doi: 10.1101/gr.126540.111. Epub 2011 Dec 19.
The degree to which the level of genetic variation for gene expression is shared across multiple tissues has important implications for research investigating the role of expression on the etiology of complex human traits and diseases. In the last few years, several studies have been published reporting the extent of overlap in expression quantitative trait loci (eQTL) identified in multiple tissues or cell types. Although these studies provide important information on the regulatory control of genes across tissues, their limited power means that they can typically only explain a small proportion of genetic variation for gene expression. Here, using expression data from monozygotic twins (MZ), we investigate the genetic control of gene expression in lymphoblastoid cell lines (LCL) and whole blood (WB). We estimate the genetic correlation that represents the combined effects of all causal loci across the whole genome and is a measure of the level of common genetic control of gene expression between the two RNA sources. Our results show that, when averaged across the genome, mean levels of genetic correlation for gene expression in LCL and WB samples are close to zero. We support our results with evidence from gene expression in an independent sample of LCL, T-cells, and fibroblasts. In addition, we provide evidence that housekeeping genes, which maintain basic cellular functions, are more likely to have high genetic correlations between the RNA sources than non-housekeeping genes, implying a relationship between the transcript function and the degree to which a gene has tissue-specific genetic regulatory control.
基因表达水平的遗传变异在多个组织中共享的程度对研究表达在复杂人类特征和疾病病因中的作用具有重要意义。在过去的几年中,已经发表了几项研究报告,报告了在多个组织或细胞类型中鉴定的表达数量性状基因座(eQTL)的重叠程度。尽管这些研究提供了有关基因在组织间的调控控制的重要信息,但它们的有限能力意味着它们通常只能解释基因表达遗传变异的一小部分。在这里,我们使用来自同卵双胞胎(MZ)的表达数据,研究了淋巴母细胞系(LCL)和全血(WB)中基因表达的遗传控制。我们估计了遗传相关性,它代表了整个基因组中所有因果基因座的综合效应,是衡量两个 RNA 来源之间基因表达共同遗传控制水平的指标。我们的结果表明,当在整个基因组上平均时,LCL 和 WB 样本中基因表达的平均遗传相关性接近零。我们用来自 LCL、T 细胞和成纤维细胞的独立样本中的基因表达的证据支持我们的结果。此外,我们提供的证据表明,维持基本细胞功能的管家基因在 RNA 来源之间具有更高的遗传相关性,而非管家基因的遗传相关性较低,这意味着转录功能与基因具有组织特异性遗传调控控制的程度之间存在关系。