Potokina E K, Druka Arnis, Luo Zewei, Waugh Robbie, Kearsey Michael J
Genetika. 2009 Nov;45(11):1493-505.
An alternative to complete genome sequencing is development and analysis of ESTs-fragments of transcribed coding DNA sequences. The EST collections also enhanced the development of cDNA microarray technologies, which make possible assessing the transcription levels of several thousand genes in a studied tissue of an organism in the same experiment. This paper provides an overview of the results of experiments with a barley microarray, Affymetrix Barley1 GeneChip. The variation in transcription levels of over 22000 genes in germinating barley grain of 150 barley double haploid lines produced by crossing cultivars Steptoe and Morex. Variation in gene expression of each gene is a quantitative trait, which can be mapped in population of double haploids as the genetic loci determining its variation (expressed QTL or eQTL). A regulatory locus (eQTL) can colocalize with the corresponding gene on genetic map (cis-eQTL) or be distant from it, frequently on another chromosome (trans-eQTL). Thus, it is possible to detect and analyze cis- and trans-regulatory loci for genes on a genome-wide scale. The design of the Affymetrix oligonucleotide arrays makes it possible not only to concurrently test the transcription level of several thousand genes, but also to simultaneously detect the polymorphic regions in cDNA sequences, thereby finding a considerable fraction of all nucleotide substitutions between the compared genotypes. Two types of data (the expression levels of several thousand genes and the presence of polymorphic sites in their sequences) can be obtained concurrently when processing the results of the same experiment. The details of both procedures are illustrated with explanatory examples.
全基因组测序的一种替代方法是开发和分析EST(转录编码DNA序列片段)。EST文库也推动了cDNA微阵列技术的发展,该技术使得在同一实验中评估生物体某个研究组织中数千个基因的转录水平成为可能。本文概述了使用大麦微阵列(Affymetrix Barley1 GeneChip)进行实验的结果。通过杂交品种Steptoe和Morex培育出的150个大麦双单倍体系萌发大麦籽粒中超过22000个基因的转录水平变化。每个基因的基因表达变化是一种数量性状,可以在双单倍体群体中作为决定其变化的遗传位点进行定位(表达数量性状位点或eQTL)。一个调控位点(eQTL)可以与遗传图谱上的相应基因共定位(顺式eQTL),或者与其相距较远,通常位于另一条染色体上(反式eQTL)。因此,有可能在全基因组范围内检测和分析基因的顺式和反式调控位点。Affymetrix寡核苷酸阵列的设计不仅能够同时检测数千个基因的转录水平,还能同时检测cDNA序列中的多态性区域,从而在比较的基因型之间发现相当一部分的所有核苷酸替换。在处理同一实验结果时,可以同时获得两种类型的数据(数千个基因的表达水平及其序列中多态性位点的存在情况)。这两个过程的细节都用解释性示例进行了说明。