Rapid and systematic analysis of the RNA recognition specificities of RNA-binding proteins

被引:361
作者
Ray, Debashish [1 ]
Kazan, Hilal [2 ]
Chan, Esther T. [3 ]
Castillo, Lourdes Pena [1 ]
Chaudhry, Sidharth [3 ]
Talukder, Shaheynoor [1 ]
Blencowe, Benjamin J. [1 ,3 ]
Morris, Quaid [1 ,2 ,3 ]
Hughes, Timothy R. [1 ,3 ]
机构
[1] Univ Toronto, Banting & Best Dept Med Res, Toronto, ON, Canada
[2] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
[3] Univ Toronto, Dept Mol Genet, Toronto, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
UNIVERSAL DNA MICROARRAYS; MESSENGER-RNA; SAM DOMAIN; IDENTIFICATION; SEQUENCE; DISTINCT; SUBSETS; COMPACT; NUCLEAR; FAMILY;
D O I
10.1038/nbt.1550
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
Metazoan genomes encode hundreds of RNA-binding proteins (RBPs) but RNA-binding preferences for relatively few RBPs have been well defined(1). Current techniques for determining RNA targets, including in vitro selection and RNA co-immunoprecipitation(2-5), require significant time and labor investment. Here we introduce RNAcompete, a method for the systematic analysis of RNA binding specificities that uses a single binding reaction to determine the relative preferences of RBPs for short RNAs that contain a complete range of k-mers in structured and unstructured RNA contexts. We tested RNAcompete by analyzing nine diverse RBPs (HuR, Vts1, FUSIP1, PTB, U1A, SF2/ASF, SLM2, RBM4 and YB1). RNAcompete identified expected and previously unknown RNA binding preferences. Using in vitro and in vivo binding data, we demonstrate that preferences for individual 7-mers identified by RNAcompete are a more accurate representation of binding activity than are conventional motif models. We anticipate that RNAcompete will be a valuable tool for the study of RNA-protein interactions.
引用
收藏
页码:667 / U135
页数:6
相关论文
共 38 条
[1]   Sequence-specific binding of single-stranded RNA: is there a code for recognition? [J].
Auweter, Sigrid D. ;
Oberstrass, Florian C. ;
Allain, Frederic H. -T. .
NUCLEIC ACIDS RESEARCH, 2006, 34 (17) :4943-4959
[2]   Sequence-specific recognition of RNA hairpins by the SAM domain of Vts1p [J].
Aviv, T ;
Lin, Z ;
Ben-Ari, G ;
Smibert, CA ;
Sicheri, F .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2006, 13 (02) :168-176
[3]   The RNA-binding SAM domain of Smaug defines a new family of post-transcriptional regulators [J].
Aviv, T ;
Lin, Z ;
Lau, S ;
Rendl, LM ;
Sicheri, F ;
Smibert, CA .
NATURE STRUCTURAL BIOLOGY, 2003, 10 (08) :614-621
[4]   MEME: discovering and analyzing DNA and protein sequence motifs [J].
Bailey, Timothy L. ;
Williams, Nadya ;
Misleh, Chris ;
Li, Wilfred W. .
NUCLEIC ACIDS RESEARCH, 2006, 34 :W369-W373
[5]   Compact, universal DNA microarrays to comprehensively determine transcription-factor binding site specificities [J].
Berger, Michael F. ;
Philippakis, Anthony A. ;
Qureshi, Aaron M. ;
He, Fangxue S. ;
Estep, Preston W., III ;
Bulyk, Martha L. .
NATURE BIOTECHNOLOGY, 2006, 24 (11) :1429-1435
[6]   RankMotif++: a motif-search algorithm that accounts for relative ranks of K-mers in binding transcription factors [J].
Chen, Xiaoyu ;
Hughes, Timothy R. ;
Morris, Quaid .
BIOINFORMATICS, 2007, 23 (13) :I72-I79
[7]   RNA-binding specificity of Y-box protein 1 [J].
Dong, JinJiang ;
Akcakanat, Argun ;
Stivers, David N. ;
Zhang, Jiexin ;
Kim, Doyil ;
Meric-Bernstam, Funda .
RNA BIOLOGY, 2009, 6 (01) :59-64
[8]   Clustering by passing messages between data points [J].
Frey, Brendan J. ;
Dueck, Delbert .
SCIENCE, 2007, 315 (5814) :972-976
[9]   Genome-wide identification of functionally distinct subsets of cellular mRNAs associated with two nucleocytoplasmic-shuttling mammalian splicing factors [J].
Gama-Carvalho, Margarida ;
Barbosa-Morais, Nuno L. ;
Brodsky, Alexander S. ;
Silver, Pamela A. ;
Carmo-Fonseca, Maria .
GENOME BIOLOGY, 2006, 7 (11)
[10]   SELECTION OF A SUBSET OF MESSENGER-RNAS FROM COMBINATORIAL 3' UNTRANSLATED REGION LIBRARIES USING NEURONAL RNA-BINDING PROTEIN HEL-N1 [J].
GAO, FB ;
CARSON, CC ;
LEVINE, T ;
KEENE, JD .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1994, 91 (23) :11207-11211