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用于开发参考转录组的替代策略,以定量具有稀疏基因组资源的生物体中等位基因特异性表达。

Alternative strategies for development of a reference transcriptome for quantification of allele specific expression in organisms having sparse genomic resources.

机构信息

Department of Chemistry and Biochemistry, Molecular Biosciences Research Group, Texas State University, San Marcos, TX 78666, USA.

出版信息

Comp Biochem Physiol Part D Genomics Proteomics. 2013 Mar;8(1):11-6. doi: 10.1016/j.cbd.2012.10.006. Epub 2012 Nov 9.

Abstract

In recent years RNA-Seq technology has been used not only to quantify differences in gene expression but also to understand the underlying mechanisms that lead to these differences. Nucleotide sequence variation arising through evolution may differentially affect the expression profiles of divergent species. RNA-Seq technology, combined with techniques to differentiate parental alleles and quantify their abundance, have recently become popular methods for allele specific gene expression (ASGE) analyses. However, analysis of gene expression within interspecies hybrids may be difficult when one of the two parental genomes represented in the hybrid does not have robust genomic resources or available transcriptome data. Herein, we compare two strategies for analyzing allele specific expression within interspecies hybrids produced from crossing two Xiphophorus fish species. The first strategy relies upon a robust reference transcriptome assembly from one species followed by identification of SNPs and creation of an in silico reference transcriptome for the second species. The second strategy employs de novo assembly of reference transcriptomes for both parental species followed by identification of homologous transcripts prior to mapping hybrid reads to a combined hybrid reference. Our results show that, although both methods are able to achieve balanced allelic distribution upon read mapping of F(1) hybrid fish transcriptomes, the second "de novo" assembly approach is superior for ASGE analyses and leads to results more consistent with those found from quantitative real time PCR assessment of gene expression. In addition, our analysis indicates that indels between the two parental alleles are the major cause of the differences in results observed when employing these two methods.

摘要

近年来,RNA-Seq 技术不仅被用于定量基因表达的差异,也被用于理解导致这些差异的潜在机制。通过进化产生的核苷酸序列变异可能会使不同物种的表达谱产生差异。RNA-Seq 技术与区分亲本等位基因并量化其丰度的技术相结合,最近已成为等位基因特异性基因表达 (ASGE) 分析的流行方法。然而,当杂交种中两个亲本基因组之一没有强大的基因组资源或可用的转录组数据时,分析种间杂交种中的基因表达可能会很困难。在此,我们比较了两种分析种间杂交种中等位基因特异性表达的策略,这些杂交种是通过交叉两种 Xiphophorus 鱼类产生的。第一种策略依赖于一个物种的强大参考转录组组装,然后鉴定 SNP 并为第二个物种创建一个计算机参考转录组。第二种策略采用两个亲本物种的从头组装参考转录组,然后在将杂交读取映射到组合杂交参考之前鉴定同源转录物。我们的结果表明,尽管这两种方法都能够在 F(1)杂种鱼类转录组的读取映射中实现平衡的等位基因分布,但第二种“从头组装”方法更适合 ASGE 分析,并导致与定量实时 PCR 评估基因表达的结果更一致。此外,我们的分析表明,在两个亲本等位基因之间的插入缺失是使用这两种方法观察到的结果差异的主要原因。

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