Sequencing and characterization of the guppy (Poecilia reticulata) transcriptome

被引:77
|
作者
Fraser, Bonnie A. [1 ]
Weadick, Cameron J. [2 ]
Janowitz, Ilana [1 ]
Rodd, F. Helen [2 ]
Hughes, Kimberly A. [1 ]
机构
[1] Florida State Univ, Dept Biol Sci, Tallahassee, FL 32306 USA
[2] Univ Toronto, Dept Ecol & Evolut, Toronto, ON, Canada
来源
BMC GENOMICS | 2011年 / 12卷
基金
美国国家科学基金会; 加拿大自然科学与工程研究理事会;
关键词
SINGLE NUCLEOTIDE POLYMORPHISMS; RNA-SEQ; DIFFERENTIAL EXPRESSION; GENE; EVOLUTION; DISCOVERY; SELECTION; NORMALIZATION; DUPLICATION; POPULATIONS;
D O I
10.1186/1471-2164-12-202
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Next-generation sequencing is providing researchers with a relatively fast and affordable option for developing genomic resources for organisms that are not among the traditional genetic models. Here we present a de novo assembly of the guppy (Poecilia reticulata) transcriptome using 454 sequence reads, and we evaluate potential uses of this transcriptome, including detection of sex-specific transcripts and deployment as a reference for gene expression analysis in guppies and a related species. Guppies have been model organisms in ecology, evolutionary biology, and animal behaviour for over 100 years. An annotated transcriptome and other genomic tools will facilitate understanding the genetic and molecular bases of adaptation and variation in a vertebrate species with a uniquely well known natural history. Results: We generated approximately 336 Mbp of mRNA sequence data from male brain, male body, female brain, and female body. The resulting 1,162,670 reads assembled into 54,921 contigs, creating a reference transcriptome for the guppy with an average read depth of 28x. We annotated nearly 40% of this reference transcriptome by searching protein and gene ontology databases. Using this annotated transcriptome database, we identified candidate genes of interest to the guppy research community, putative single nucleotide polymorphisms (SNPs), and male-specific expressed genes. We also showed that our reference transcriptome can be used for RNA-sequencing-based analysis of differential gene expression. We identified transcripts that, in juveniles, are regulated differently in the presence and absence of an important predator, Rivulus hartii, including two genes implicated in stress response. For each sample in the RNA-seq study, >50% of high-quality reads mapped to unique sequences in the reference database with high confidence. In addition, we evaluated the use of the guppy reference transcriptome for gene expression analyses in a congeneric species, the sailfin molly (Poecilia latipinna). Over 40% of reads from the sailfin molly sample aligned to the guppy transcriptome. Conclusions: We show that next-generation sequencing provided a reliable and broad reference transcriptome. This resource allowed us to identify candidate gene variants, SNPs in coding regions, and sex-specific gene expression, and permitted quantitative analysis of differential gene expression.
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页数:14
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