Analysis and design of RNA sequencing experiments for identifying RNA editing and other single-nucleotide variants

被引:48
作者
Lee, Jae-Hyung
Ang, Jason K.
Xiao, Xinshu [1 ]
机构
[1] Univ Calif Los Angeles, Bioinformat Interdept Program, Dept Integrat Biol & Physiol, Los Angeles, CA 90095 USA
关键词
RNA editing; RNA-DNA difference; RNA-Seq; read mapping; mapping error; HUMAN TRANSCRIPTOME; WIDESPREAD RNA; ACCURATE IDENTIFICATION; SEQ DATA; ALIGNMENT; SITES; EXPRESSION; CHANNELS; GENOME; CANCER;
D O I
10.1261/rna.037903.112
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
RNA-sequencing (RNA-Seq) technologies hold enormous promise for novel discoveries in genomics and transcriptomics. In the past year, a surge of reports has analyzed RNA-Seq data to gain a global view of the RNA editome. Opposing results have been presented, giving rise to extensive debate surrounding one of the first such studies in which a daunting list of all 12 types of RNA-DNA differences (RDDs) were identified. Although a consensus is forming that some of the initial "paradigm-shifting" results of this study may be questionable, recent reports on this topic differed in terms of the number and relative abundance of each type of RDD. Many outstanding issues exist, most importantly, the choice of bioinformatic approaches. Here we discuss the critical data analysis and experimental design issues of such studies to enable improved systematic investigation of the largely unexplored frontier of single-nucleotide variants in RNA.
引用
收藏
页码:725 / 732
页数:8
相关论文
共 38 条
[21]   RNA editing in the human ENCODE RNA-seq data [J].
Park, Eddie ;
Williams, Brian ;
Wold, Barbara J. ;
Mortazavi, Ali .
GENOME RESEARCH, 2012, 22 (09) :1626-1633
[22]   Transcriptome analysis by strand-specific sequencing of complementary DNA [J].
Parkhomchuk, Dmitri ;
Borodina, Tatiana ;
Amstislavskiy, Vyacheslav ;
Banaru, Maria ;
Hallen, Linda ;
Krobitsch, Sylvia ;
Lehrach, Hans ;
Soldatov, Alexey .
NUCLEIC ACIDS RESEARCH, 2009, 37 (18)
[23]   Altered adenosine-to-inosine RNA, editing in human cancer [J].
Paz, Nurit ;
Levanon, Erez Y. ;
Amariglio, Ninette ;
Heimberger, Amy B. ;
Ram, Zvi ;
Constantini, Shlomi ;
Barbash, Zohar S. ;
Adamsky, Konstantin ;
Safran, Michal ;
Hirschberg, Avi ;
Krupsky, Meir ;
Ben-Dov, Issachar ;
Cazacu, Simona ;
Mikkelsen, Tom ;
Brodie, Chaya ;
Eisenberg, Eli ;
Rechavi, Gideon .
GENOME RESEARCH, 2007, 17 (11) :1586-1595
[24]   Comprehensive analysis of RNA-Seq data reveals extensive RNA editing in a human transcriptome [J].
Peng, Zhiyu ;
Cheng, Yanbing ;
Tan, Bertrand Chin-Ming ;
Kang, Lin ;
Tian, Zhijian ;
Zhu, Yuankun ;
Zhang, Wenwei ;
Liang, Yu ;
Hu, Xueda ;
Tan, Xuemei ;
Guo, Jing ;
Dong, Zirui ;
Liang, Yan ;
Bao, Li ;
Wang, Jun .
NATURE BIOTECHNOLOGY, 2012, 30 (03) :253-+
[25]  
Pepke S, 2009, NAT METHODS, V6, pS22, DOI [10.1038/NMETH.1371, 10.1038/nmeth.1371]
[26]  
Pickrell JK, 2012, SCIENCE, V335, DOI 10.1126/science.1210484
[27]   Lack of evidence for existence of noncanonical RNA editing [J].
Piskol, Robert ;
Peng, Zhiyu ;
Wang, Jun ;
Li, Jin Billy .
NATURE BIOTECHNOLOGY, 2013, 31 (01) :19-20
[28]  
Ramaswami G, 2013, NAT METHODS, V10, P128, DOI [10.1038/NMETH.2330, 10.1038/nmeth.2330]
[29]  
Ramaswami G, 2012, NAT METHODS, V9, P579, DOI [10.1038/NMETH.1982, 10.1038/nmeth.1982]
[30]   Improving RNA-Seq expression estimates by correcting for fragment bias [J].
Roberts, Adam ;
Trapnell, Cole ;
Donaghey, Julie ;
Rinn, John L. ;
Pachter, Lior .
GENOME BIOLOGY, 2011, 12 (03)