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植物表达数量性状基因座分析。

Expression quantitative trait loci analysis in plants.

机构信息

Genetics, Scottish Crop Research Institute, Invergowrie, Dundee, UK.

出版信息

Plant Biotechnol J. 2010 Jan;8(1):10-27. doi: 10.1111/j.1467-7652.2009.00460.x.

Abstract

An expression Quantitative Trait Locus or eQTL is a chromosomal region that accounts for a proportion of the variation in abundance of a mRNA transcript observed between individuals in a genetic mapping population. A single gene can have one or multiple eQTLs. Large scale mRNA profiling technologies advanced genome-wide eQTL mapping in a diverse range of organisms allowing thousands of eQTLs to be detected in a single experiment. When combined with classical or trait QTLs, correlation analyses can directly suggest candidates for genes underlying these traits. Furthermore, eQTL mapping data enables genetic regulatory networks to be modelled and potentially provide a better understanding of the underlying phenotypic variation. The mRNA profiling data sets can also be used to infer the chromosomal positions of thousands of genes, an outcome that is particularly valuable for species with unsequenced genomes where the chromosomal location of the majority of genes remains unknown. In this review we focus on eQTL studies in plants, addressing conceptual and technical aspects that include experimental design, genetic polymorphism prediction and candidate gene identification.

摘要

表达数量性状基因座或 eQTL 是指在遗传图谱群体中,个体之间观察到的 mRNA 转录本丰度变化中占一定比例的染色体区域。单个基因可以有一个或多个 eQTL。大规模的 mRNA 分析技术在广泛的生物中推进了全基因组 eQTL 作图,允许在单个实验中检测到数千个 eQTL。当与经典或性状 QTL 相结合时,相关性分析可以直接提示这些性状背后基因的候选者。此外,eQTL 作图数据可用于构建遗传调控网络,并可能提供对潜在表型变异的更好理解。mRNA 分析数据集还可用于推断数千个基因的染色体位置,对于基因组未测序的物种来说,这一结果特别有价值,因为这些物种中大多数基因的染色体位置仍然未知。在这篇综述中,我们专注于植物中的 eQTL 研究,讨论了包括实验设计、遗传多态性预测和候选基因鉴定在内的概念和技术方面。

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