Evaluation of TagSeq, a reliable low-cost alternative for RNAseq

被引:99
|
作者
Lohman, Brian K. [1 ]
Weber, Jesse N. [1 ,2 ]
Bolnick, Daniel I. [1 ]
机构
[1] Univ Texas Austin, Dept Integrat Biol, 1 Univ Stn C0990, Austin, TX 78712 USA
[2] Univ Montana, Div Biol Sci, Missoula, MT 59812 USA
基金
美国国家科学基金会;
关键词
3'Tag-based sequencing; ecological genetics; RNAseq; GENE-EXPRESSION; SEQUENCING LIBRARIES; SEQ; INFECTION; GENOME; BIAS;
D O I
10.1111/1755-0998.12529
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
RNAseq is a relatively new tool for ecological genetics that offers researchers insight into changes in gene expression in response to a myriad of natural or experimental conditions. However, standard RNAseq methods (e.g., Illumina TruSeq((R)) or NEBNext((R))) can be cost prohibitive, especially when study designs require large sample sizes. Consequently, RNAseq is often underused as a method, or is applied to small sample sizes that confer poor statistical power. Low cost RNAseq methods could therefore enable far greater and more powerful applications of transcriptomics in ecological genetics and beyond. Standard mRNAseq is costly partly because one sequences portions of the full length of all transcripts. Such whole-mRNA data are redundant for estimates of relative gene expression. TagSeq is an alternative method that focuses sequencing effort on mRNAs' 3' end, reducing the necessary sequencing depth per sample, and thus cost. We present a revised TagSeq library construction procedure, and compare its performance against NEBNext((R)), the gold-standard' whole mRNAseq method. We built both TagSeq and NEBNext((R)) libraries from the same biological samples, each spiked with control RNAs. We found that TagSeq measured the control RNA distribution more accurately than NEBNext((R)), for a fraction of the cost per sample (similar to 10%). The higher accuracy of TagSeq was particularly apparent for transcripts of moderate to low abundance. Technical replicates of TagSeq libraries are highly correlated, and were correlated with NEBNext((R)) results. Overall, we show that our modified TagSeq protocol is an efficient alternative to traditional whole mRNAseq, offering researchers comparable data at greatly reduced cost.
引用
收藏
页码:1315 / 1321
页数:7
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