RNA-seq of human reference RNA samples using a thermostable group II intron reverse transcriptase

被引:66
作者
Nottingham, Ryan M. [1 ,2 ]
Wu, Douglas C. [1 ,2 ]
Qin, Yidan [1 ,2 ]
Yao, Jun [1 ,2 ]
Hunicke-Smith, Scott [1 ]
Lambowitz, Alan M. [1 ,2 ]
机构
[1] Univ Texas Austin, Inst Cellular & Mol Biol, Austin, TX 78712 USA
[2] Univ Texas Austin, Dept Mol Biosci, Austin, TX 78712 USA
基金
美国国家卫生研究院;
关键词
diagnostics; high-throughput sequencing; small noncoding RNA; transcriptome; tRNA; TruSeq; QUALITY-CONTROL; CDNA SYNTHESIS; GENERATION; BIAS; ACCURACY; FUSION;
D O I
10.1261/rna.055558.115
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
Next-generation RNA sequencing (RNA-seq) has revolutionized our ability to analyze transcriptomes. Current RNA-seq methods are highly reproducible, but each has biases resulting from different modes of RNA sample preparation, reverse transcription, and adapter addition, leading to variability between methods. Moreover, the transcriptome cannot be profiled comprehensively because highly structured RNAs, such as tRNAs and snoRNAs, are refractory to conventional RNA-seq methods. Recently, we developed a new method for strand-specific RNA-seq using thermostable group II intron reverse transcriptases (TGIRTs). TGIRT enzymes have higher processivity and fidelity than conventional retroviral reverse transcriptases plus a novel template switching activity that enables RNA-seq adapter addition during cDNA synthesis without using RNA ligase. Here, we obtained TGIRT-seq data sets for well-characterized human RNA reference samples and compared them to previous data sets obtained for these RNAs by the Illumina TruSeq v2 and v3 methods. We find that TGIRT-seq recapitulates the relative abundance of human transcripts and RNA spike-ins in ribo-depleted, fragmented RNA samples comparably to non-strand-specific TruSeq v2 and better than strand-specific TruSeq v3. Moreover, TGIRT-seq is more strand specific than TruSeq v3 and eliminates sampling biases from random hexamer priming, which are inherent to TruSeq. The TGIRT-seq data sets also show more uniform 5' to 3' gene coverage and identify more splice junctions, particularly near the 5' ends of mRNAs, than do the TruSeq data sets. Finally, TGIRT-seq enables the simultaneous profiling of mRNAs and IncRNAs in the same RNA-seq experiment as structured small ncRNAs, including tRNAs, which are essentially absent with TruSeq.
引用
收藏
页码:597 / 613
页数:17
相关论文
共 55 条
[1]  
Auffinger P., 1998, MODIFICATION EDITING, P569
[2]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[3]   A comprehensive survey of 3′ animal miRNA modification events and a possible role for 3′ adenylation in modulating miRNA targeting effectiveness [J].
Burroughs, A. Maxwell ;
Ando, Yoshinari ;
de Hoon, Michiel J. L. ;
Tomaru, Yasuhiro ;
Nishibu, Takahiro ;
Ukekawa, Ryo ;
Funakoshi, Taku ;
Kurokawa, Tsutomu ;
Suzuki, Harukazu ;
Hayashizaki, Yoshihide ;
Daub, Carsten O. .
GENOME RESEARCH, 2010, 20 (10) :1398-1410
[4]   Reverse transcriptase template switching and false alternative transcripts [J].
Cocquet, Julie ;
Chong, Allen ;
Zhang, Guanglan ;
Veitia, Reiner A. .
GENOMICS, 2006, 88 (01) :127-131
[5]   RNA-SeQC: RNA-seq metrics for quality control and process optimization [J].
DeLuca, David S. ;
Levin, Joshua Z. ;
Sivachenko, Andrey ;
Fennell, Timothy ;
Nazaire, Marc-Danie ;
Williams, Chris ;
Reich, Michael ;
Winckler, Wendy ;
Getz, Gad .
BIOINFORMATICS, 2012, 28 (11) :1530-1532
[6]   RNA-ligase-dependent biases in miRNA representation in deep-sequenced small RNA cDNA libraries [J].
Hafner, Markus ;
Renwick, Neil ;
Brown, Miguel ;
Mihailovic, Aleksandra ;
Holoch, Daniel ;
Lin, Carolina ;
Pena, John T. G. ;
Nusbaum, Jeffrey D. ;
Morozov, Pavel ;
Ludwig, Janos ;
Ojo, Tolulope ;
Luo, Shujun ;
Schroth, Gary ;
Tuschl, Thomas .
RNA, 2011, 17 (09) :1697-1712
[7]   Biases in Illumina transcriptome sequencing caused by random hexamer priming [J].
Hansen, Kasper D. ;
Brenner, Steven E. ;
Dudoit, Sandrine .
NUCLEIC ACIDS RESEARCH, 2010, 38 (12) :e131
[8]   Pausing of reverse transcriptase on retroviral RNA templates is influenced by secondary structures both 5′ and 3′ of the catalytic site [J].
Harrison, GP ;
Mayo, MS ;
Hunter, E ;
Lever, AML .
NUCLEIC ACIDS RESEARCH, 1998, 26 (14) :3433-3442
[9]   Evaluating bias-reducing protocols for RNA sequencing library preparation [J].
Jackson, Thomas J. ;
Spriggs, Ruth V. ;
Burgoyne, Nicholas J. ;
Jones, Carolyn ;
Willis, Anne E. .
BMC GENOMICS, 2014, 15
[10]   Synthetic spike-in standards for RNA-seq experiments [J].
Jiang, Lichun ;
Schlesinger, Felix ;
Davis, Carrie A. ;
Zhang, Yu ;
Li, Renhua ;
Salit, Marc ;
Gingeras, Thomas R. ;
Oliver, Brian .
GENOME RESEARCH, 2011, 21 (09) :1543-1551