De Novo Assembly of Chickpea Transcriptome Using Short Reads for Gene Discovery and Marker Identification

被引:342
作者
Garg, Rohini [1 ]
Patel, Ravi K. [1 ]
Tyagi, Akhilesh K. [1 ]
Jain, Mukesh [1 ]
机构
[1] NIPGR, New Delhi 110067, India
关键词
De novo assembly; chickpea; next generation sequencing; transcriptome; short read; PLANTS; GENOMICS; SEQUENCE; LEGUMES; EXPRESSION; GENERATION; TOLERANCE; STRESS; ABYSS; ESTS;
D O I
10.1093/dnares/dsq028
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Chickpea ranks third among the food legume crops production in the world. However, the genomic resources available for chickpea are still very limited. In the present study, the transcriptome of chickpea was sequenced with short reads on Illumina Genome Analyzer platform. We have assessed the effect of sequence quality, various assembly parameters and assembly programs on the final assembly output. We assembled similar to 107 million high-quality trimmed reads using Velvet followed by Oases with optimal parameters into a non-redundant set of 53 409 transcripts (>= 100 bp), representing about 28 Mb of unique transcriptome sequence. The average length of transcripts was 523 bp and N50 length of 900 bp with coverage of 25.7 rpkm (reads per kilobase per million). At the protein level, a total of 45 636 (85.5%) chickpea transcripts showed significant similarity with unigenes/predicted proteins from other legumes or sequenced plant genomes. Functional categorization revealed the conservation of genes involved in various biological processes in chickpea. In addition, we identified simple sequence repeat motifs in transcripts. The chickpea transcripts set generated here provides a resource for gene discovery and development of functional molecular markers. In addition, the strategy for de novo assembly of transcriptome data presented here will be helpful in other similar transcriptome studies.
引用
收藏
页码:53 / 63
页数:11
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