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

AI Article Synopsis

  • RNA-Seq technology has evolved to assess gene expression differences and their underlying evolutionary mechanisms, particularly in interspecies hybrids.
  • Researchers compared two methods for analyzing allele-specific gene expression (ASGE) in hybrids from two Xiphophorus fish species: one using a reference transcriptome from one species and another using de novo assembly for both.
  • The de novo assembly method proved more effective for ASGE analysis, producing results that align better with quantitative real-time PCR data, and highlighted that indel variations were a significant factor in result discrepancies between the two approaches.

Article 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.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3746558PMC
http://dx.doi.org/10.1016/j.cbd.2012.10.006DOI Listing

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