Next-generation transcriptome assembly

被引:837
作者
Martin, Jeffrey A. [1 ]
Wang, Zhong [1 ]
机构
[1] Lawrence Berkeley Lab, DOE Joint Genome Inst, Walnut Creek, CA 94598 USA
关键词
RNA-SEQ DATA; AMPLIFICATION-FREE; OVERLAPPING GENES; SPLICE JUNCTIONS; MESSENGER-RNA; NOVO; GENOMES; VALIDATION; PIPELINE; REVEALS;
D O I
10.1038/nrg3068
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Transcriptomics studies often rely on partial reference transcriptomes that fail to capture the full catalogue of transcripts and their variations. Recent advances in sequencing technologies and assembly algorithms have facilitated the reconstruction of the entire transcriptome by deep RNA sequencing (RNA-seq), even without a reference genome. However, transcriptome assembly from billions of RNA-seq reads, which are often very short, poses a significant informatics challenge. This Review summarizes the recent developments in transcriptome assembly approaches-reference-based, de novo and combined strategies-along with some perspectives on transcriptome assembly in the near future.
引用
收藏
页码:671 / 682
页数:12
相关论文
共 70 条
[1]   De novo assembly and validation of planaria transcriptome by massive parallel sequencing and shotgun proteomics [J].
Adamidi, Catherine ;
Wang, Yongbo ;
Gruen, Dominic ;
Mastrobuoni, Guido ;
You, Xintian ;
Tolle, Dominic ;
Dodt, Matthias ;
Mackowiak, Sebastian D. ;
Gogol-Doering, Andreas ;
Oenal, Pinar ;
Rybak, Agnieszka ;
Ross, Eric ;
Alvarado, Alejandro Sanchez ;
Kempa, Stefan ;
Dieterich, Christoph ;
Rajewsky, Nikolaus ;
Chen, Wei .
GENOME RESEARCH, 2011, 21 (07) :1193-1200
[2]   Detection of splice junctions from paired-end RNA-seq data by SpliceMap [J].
Au, Kin Fai ;
Jiang, Hui ;
Lin, Lan ;
Xing, Yi ;
Wong, Wing Hung .
NUCLEIC ACIDS RESEARCH, 2010, 38 (14) :4570-4578
[3]   De novo transcriptome assembly with ABySS [J].
Birol, Inanc ;
Jackman, Shaun D. ;
Nielsen, Cydney B. ;
Qian, Jenny Q. ;
Varhol, Richard ;
Stazyk, Greg ;
Morin, Ryan D. ;
Zhao, Yongjun ;
Hirst, Martin ;
Schein, Jacqueline E. ;
Horsman, Doug E. ;
Connors, Joseph M. ;
Gascoyne, Randy D. ;
Marra, Marco A. ;
Jones, Steven J. M. .
BIOINFORMATICS, 2009, 25 (21) :2872-2877
[4]   Analysis of canonical and non-canonical splice sites in mammalian genomes [J].
Burset, M ;
Seledtsov, IA ;
Solovyev, VV .
NUCLEIC ACIDS RESEARCH, 2000, 28 (21) :4364-4375
[5]   ALLPATHS: De novo assembly of whole-genome shotgun microreads [J].
Butler, Jonathan ;
MacCallum, Iain ;
Kleber, Michael ;
Shlyakhter, Ilya A. ;
Belmonte, Matthew K. ;
Lander, Eric S. ;
Nusbaum, Chad ;
Jaffe, David B. .
GENOME RESEARCH, 2008, 18 (05) :810-820
[6]  
Chen SL, 2010, PLOS ONE, V5, DOI [10.1371/journal.pone.0008613, 10.1371/journal.pone.0015633]
[7]  
Chen ZT, 2011, METHODS MOL BIOL, V733, P93, DOI 10.1007/978-1-61779-089-8_7
[8]  
Christodoulou DC, 2011, CURR PROTOC MOL BIOL, DOI [10.1002/0471142727.mb0412s94, DOI 10.1002/0471142727.MB0412S94]
[9]   Reverse transcriptase template switching and false alternative transcripts [J].
Cocquet, Julie ;
Chong, Allen ;
Zhang, Guanglan ;
Veitia, Reiner A. .
GENOMICS, 2006, 88 (01) :127-131
[10]   De Novo Transcriptome Sequencing in Anopheles funestus Using Illumina RNA-Seq Technology [J].
Crawford, Jacob E. ;
Guelbeogo, Wamdaogo M. ;
Sanou, Antoine ;
Traore, Alphonse ;
Vernick, Kenneth D. ;
Sagnon, N'Fale ;
Lazzaro, Brian P. .
PLOS ONE, 2010, 5 (12)