Opportunities and methods for studying alternative splicing in cancer with RNA-Seq

被引:76
作者
Feng, Huijuan
Qin, Zhiyi
Zhang, Xuegong [1 ]
机构
[1] Tsinghua Univ, Bioinformat Div, Ctr Synthet & Syst Biol, TNLIST, Beijing 100084, Peoples R China
关键词
RNA-Seq; Alternative splicing; Cancer; Transcriptomes; Bioinformatics; SPLEEN TYROSINE KINASE; DIFFERENTIAL EXPRESSION ANALYSIS; GENE-EXPRESSION; PROSTATE-CANCER; INTEGRATIVE ANALYSIS; WHOLE-TRANSCRIPTOME; ISOFORM EXPRESSION; NONCODING RNAS; FUSIONS; IDENTIFICATION;
D O I
10.1016/j.canlet.2012.11.010
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The biogenesis, development and metastases of cancer are associated with many variations in the transcriptome. Alternative splicing of genes is a major post-transcriptional regulation mechanism that is involved in many types of cancer. The next-generation sequencing applied on RNAs (RNA-Seq) provides a new technology for studying transcriptomes. It provides an unprecedented opportunity for quantitatively studying alternative splicing in a systematic way. This mini-review summarizes the current RNA-Seq studies on cancer transcriptomes especially studies on cancer-related alternative splicing, and discusses the strategy for quantitative study of alternative splicing in cancers with RNA-Seq, the bioinformatics methods available and existing questions. (C) 2012 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:179 / 191
页数:13
相关论文
共 81 条
[1]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[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]   Accurate identification of A-to-I RNA editing in human by transcriptome sequencing [J].
Bahn, Jae Hoon ;
Lee, Jae-Hyung ;
Li, Gang ;
Greer, Christopher ;
Peng, Guangdun ;
Xiao, Xinshu .
GENOME RESEARCH, 2012, 22 (01) :142-150
[4]   Integrative analysis of the melanoma transcriptome [J].
Berger, Michael F. ;
Levin, Joshua Z. ;
Vijayendran, Krishna ;
Sivachenko, Andrey ;
Adiconis, Xian ;
Maguire, Jared ;
Johnson, Laura A. ;
Robinson, James ;
Verhaak, Roel G. ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Ziaugra, Liuda ;
Cibulskis, Kristian ;
Laine, Elisabeth ;
Barretina, Jordi ;
Winckler, Wendy ;
Fisher, David E. ;
Getz, Gad ;
Meyerson, Matthew ;
Jaffe, David B. ;
Gabriel, Stacey B. ;
Lander, Eric S. ;
Dummer, Reinhard ;
Gnirke, Andreas ;
Nusbaum, Chad ;
Garraway, Levi A. .
GENOME RESEARCH, 2010, 20 (04) :413-427
[5]   Current-generation high-throughput sequencing: deepening insights into mammalian transcriptomes [J].
Blencowe, Benjamin J. ;
Ahmad, Sidrah ;
Lee, Leo J. .
GENES & DEVELOPMENT, 2009, 23 (12) :1379-1386
[6]   MicroRNA signatures in human cancers [J].
Calin, George A. ;
Croce, Carlo M. .
NATURE REVIEWS CANCER, 2006, 6 (11) :857-866
[7]   Mechanisms of alternative splicing regulation: insights from molecular and genomics approaches [J].
Chen, Mo ;
Manley, James L. .
NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2009, 10 (11) :741-754
[8]  
DeRisi J, 1996, NAT GENET, V14, P457
[9]   Identification of fusion genes in breast cancer by paired-end RNA-sequencing [J].
Edgren, Henrik ;
Murumagi, Astrid ;
Kangaspeska, Sara ;
Nicorici, Daniel ;
Hongisto, Vesa ;
Kleivi, Kristine ;
Rye, Inga H. ;
Nyberg, Sandra ;
Wolf, Maija ;
Borresen-Dale, Anne-Lise ;
Kallioniemi, Olli .
GENOME BIOLOGY, 2011, 12 (01)
[10]   BRAFV600E remodels the melanocyte transcriptome and induces BANCR to regulate melanoma cell migration [J].
Flockhart, Ross J. ;
Webster, Dan E. ;
Qu, Kun ;
Mascarenhas, Nicholas ;
Kovalski, Joanna ;
Kretz, Markus ;
Khavari, Paul A. .
GENOME RESEARCH, 2012, 22 (06) :1006-1014