Of contigs and quagmires: next-generation sequencing pitfalls associated with transcriptomic studies

被引:18
作者
DeWoody, J. Andrew [1 ,2 ]
Abts, Kendra C. [2 ]
Fahey, Anna L. [2 ]
Ji, Yanzhu [2 ]
Kimble, Steven J. A. [2 ]
Marra, Nicholas J. [2 ]
Wijayawardena, Bhagya K. [1 ]
Willoughby, Janna R. [2 ]
机构
[1] Purdue Univ, Dept Biol Sci, W Lafayette, IN 47907 USA
[2] Purdue Univ, Dept Forestry & Nat Resources, W Lafayette, IN 47907 USA
关键词
454; genomics; Illumina; next-generation sequencing; RNA-seq; transcriptomics; HIGH-THROUGHPUT; GENE-EXPRESSION; GENOME; IDENTIFICATION; DISCOVERY; SNPS; DNA; POLYMORPHISMS; MICRORNAS; MIRNAS;
D O I
10.1111/1755-0998.12107
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Molecular ecologists have good reasons to be excited about the newest DNA/RNA sequencing technologies. However, this exuberance should be tempered with a hefty dose of reality: new sequencing technologies come with significant new challenges. Herein, we offer a brief overview of some practical problems encountered during transcriptomics studies conducted in our laboratory, and of nontrivial issues that prospective practitioners should consider. These include template contamination (e.g. from xenobiotics) and the cutting-room floor problem, whereby most of the data are often unassembled, unannotated and unused. We also highlight computational requirements, including hardware, personnel time and associated skill sets. We are very optimistic about the future of molecular ecology, but we hope this cautionary overview will help neophytes better recognize some key challenges associated with new technologies.
引用
收藏
页码:551 / 558
页数:8
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