The University of Queensland, Queensland Brain Institute, Brisbane, Queensland, Australia.
BMC Med Genomics. 2014 Jun 3;7:31. doi: 10.1186/1755-8794-7-31.
Expression quantitative trait loci (eQTL) are genomic regions regulating RNA transcript expression levels. Genome-wide Association Studies (GWAS) have identified many variants, often in non-coding regions, with unknown functions and eQTL provide a possible mechanism by which these variants may influence observable phenotypes. Limited access and availability of tissues such as brain has led to the use of blood as a substitute for eQTL analyses.
Here, we evaluate the overlap of eQTL reported in published studies conducted in blood and brain tissues to assess the utility of blood as an alternative to brain tissue in the study of neurological and psychiatric conditions. Expression QTL results from eight published brain studies were compared to blood eQTL identified in from a meta-analysis involving 5,311 individuals. We accounted for differences in SNP platforms and study design by using SNP proxies in high linkage disequilibrium with reported eQTL. The degree of overlap between studies was calculated by ascertaining if an eQTL identified in one study was also identified in the other study.
The percentage of eQTL overlapping for brain and blood expression after adjusting for differences in sample size ranged from 13 - 23% (mean 19.2%). Amongst pairs of brain studies eQTL overlap ranged from 0 - 35%, with higher degrees of overlap found for studies using expression data collected from the same brain region.
Our results suggest that whenever possible tissue specific to the pathophysiology of the disease being studied should be used for transcription analysis.
表达数量性状基因座 (eQTL) 是调节 RNA 转录本表达水平的基因组区域。全基因组关联研究 (GWAS) 已经确定了许多变体,通常位于非编码区域,其功能未知,eQTL 提供了一种可能的机制,通过该机制,这些变体可能影响可观察的表型。由于脑等组织的获取和可用性有限,因此使用血液作为替代物进行 eQTL 分析。
在这里,我们评估了在血液和脑组织中进行的已发表研究中报告的 eQTL 的重叠,以评估血液作为替代脑组织在神经和精神疾病研究中的效用。比较了来自八项已发表的脑研究的表达 QTL 结果与涉及 5311 个人的荟萃分析中确定的血液 eQTL。我们通过使用与报告的 eQTL 高度连锁不平衡的 SNP 代理来考虑 SNP 平台和研究设计的差异。通过确定在一项研究中鉴定的 eQTL 是否也在另一项研究中鉴定来计算研究之间的重叠程度。
在调整样本量差异后,大脑和血液表达的 eQTL 重叠百分比范围为 13-23%(平均值为 19.2%)。在脑研究的成对研究中,eQTL 重叠范围为 0-35%,使用来自同一脑区域收集的表达数据的研究具有更高程度的重叠。
我们的结果表明,只要有可能,应使用针对研究疾病病理生理学的特定组织进行转录分析。