PARalyzer: definition of RNA binding sites from PAR-CLIP short-read sequence data

被引:260
作者
Corcoran, David L. [1 ]
Georgiev, Stoyan [1 ,2 ]
Mukherjee, Neelanjan [1 ]
Gottwein, Eva [3 ]
Skalsky, Rebecca L. [4 ]
Keene, Jack D. [4 ]
Ohler, Uwe [1 ,5 ]
机构
[1] Duke Univ, Inst Genome Sci & Policy, Durham, NC 27708 USA
[2] Duke Univ, Program Computat Biol & Bioinformat, Durham, NC 27708 USA
[3] Northwestern Univ, Feinberg Sch Med, Dept Microbiol Immunol, Chicago, IL 60611 USA
[4] Duke Univ, Med Ctr, Dept Mol Genet & Microbiol, Durham, NC 27710 USA
[5] Duke Univ, Dept Biostat & Bioinformat, Durham, NC 27710 USA
来源
GENOME BIOLOGY | 2011年 / 12卷 / 08期
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
GENOME-WIDE IDENTIFICATION; RIBONUCLEOPROTEIN COMPLEXES; MESSENGER-RNAS; MICRORNA TARGETS; PROTEIN HUR; MOTIF; FAMILY; DETERMINANTS; CONSERVATION; REGULATOR;
D O I
10.1186/gb-2011-12-8-r79
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Crosslinking and immunoprecipitation (CLIP) protocols have made it possible to identify transcriptome-wide RNA-protein interaction sites. In particular, PAR-CLIP utilizes a photoactivatable nucleoside for more efficient crosslinking. We present an approach, centered on the novel PARalyzer tool, for mapping high-confidence sites from PAR-CLIP deep-sequencing data. We show that PARalyzer delineates sites with a high signal-to-noise ratio. Motif finding identifies the sequence preferences of RNA-binding proteins, as well as seed-matches for highly expressed microRNAs when profiling Argonaute proteins. Our study describes tailored analytical methods and provides guidelines for future efforts to utilize high-throughput sequencing in RNA biology. PARalyzer is available at http://www.genome.duke.edu/labs/ohler/research/PARalyzer/.
引用
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页数:16
相关论文
共 48 条
[1]  
[Anonymous], PARALYZER
[2]  
[Anonymous], FASTX TOOLKIT
[3]  
Bailey T L, 1995, Proc Int Conf Intell Syst Mol Biol, V3, P21
[4]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[5]   MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004) [J].
Bartel, David P. .
CELL, 2007, 131 (04) :11-29
[6]   Regulatory element detection using correlation with expression [J].
Bussemaker, HJ ;
Li, H ;
Siggia, ED .
NATURE GENETICS, 2001, 27 (02) :167-171
[7]   WebLogo: A sequence logo generator [J].
Crooks, GE ;
Hon, G ;
Chandonia, JM ;
Brenner, SE .
GENOME RESEARCH, 2004, 14 (06) :1188-1190
[8]   The Impact of miRNA Target Sites in Coding Sequences and in 3′UTRs [J].
Fang, Zhuo ;
Rajewsky, Nikolaus .
PLOS ONE, 2011, 6 (03)
[9]   Ensembl's 10th year [J].
Flicek, Paul ;
Aken, Bronwen L. ;
Ballester, Benoit ;
Beal, Kathryn ;
Bragin, Eugene ;
Brent, Simon ;
Chen, Yuan ;
Clapham, Peter ;
Coates, Guy ;
Fairley, Susan ;
Fitzgerald, Stephen ;
Fernandez-Banet, Julio ;
Gordon, Leo ;
Graef, Stefan ;
Haider, Syed ;
Hammond, Martin ;
Howe, Kerstin ;
Jenkinson, Andrew ;
Johnson, Nathan ;
Kaehaeri, Andreas ;
Keefe, Damian ;
Keenan, Stephen ;
Kinsella, Rhoda ;
Kokocinski, Felix ;
Koscielny, Gautier ;
Kulesha, Eugene ;
Lawson, Daniel ;
Longden, Ian ;
Massingham, Tim ;
McLaren, William ;
Megy, Karine ;
Overduin, Bert ;
Pritchard, Bethan ;
Rios, Daniel ;
Ruffier, Magali ;
Schuster, Michael ;
Slater, Guy ;
Smedley, Damian ;
Spudich, Giulietta ;
Tang, Y. Amy ;
Trevanion, Stephen ;
Vilella, Albert ;
Vogel, Jan ;
White, Simon ;
Wilder, Steven P. ;
Zadissa, Amonida ;
Birney, Ewan ;
Cunningham, Fiona ;
Dunham, Ian ;
Durbin, Richard .
NUCLEIC ACIDS RESEARCH, 2010, 38 :D557-D562
[10]   Statistical mechanical modeling of genome-wide transcription factor occupancy data by MatrixREDUCE [J].
Foat, Barrett C. ;
Morozov, Alexandre V. ;
Bussemaker, Harmen J. .
BIOINFORMATICS, 2006, 22 (14) :E141-E149