In vivo genome-wide profiling of RNA secondary structure reveals novel regulatory features

被引:581
作者
Ding, Yiliang [1 ,2 ,3 ]
Tang, Yin [1 ,3 ,4 ]
Kwok, Chun Kit [2 ,3 ]
Zhang, Yu [4 ,5 ]
Bevilacqua, Philip C. [2 ,3 ,6 ]
Assmann, Sarah M. [1 ,3 ,4 ,6 ]
机构
[1] Penn State Univ, Dept Biol, University Pk, PA 16802 USA
[2] Penn State Univ, Dept Chem, University Pk, PA 16802 USA
[3] Penn State Univ, Ctr RNA Mol Biol, University Pk, PA 16802 USA
[4] Penn State Univ, Bioinformat & Genom Grad Program, University Pk, PA 16802 USA
[5] Penn State Univ, Dept Stat, University Pk, PA 16802 USA
[6] Penn State Univ, Plant Biol Grad Program, University Pk, PA 16802 USA
基金
美国国家科学基金会;
关键词
RIBOSOMAL-RNA; ENVIRONMENTAL RESPONSES; OXYGEN DEPRIVATION; PRIMER EXTENSION; TRANSLATION; POLYADENYLATION; TRANSCRIPTOME; PREDICTION; INTRON;
D O I
10.1038/nature12756
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
RNA structure has critical roles in processes ranging from ligand sensing to the regulation of translation, polyadenylation and splicing(1-4). However, a lack of genome-wide in vivo RNA structural data has limited our understanding of how RNA structure regulates gene expression in living cells. Here we present a high-throughput, genome-wide in vivo RNA structure probing method, structure-seq, in which dimethyl sulphate methylation of unprotected adenines and cytosines is identified by next-generation sequencing. Application of this method to Arabidopsis thaliana seedlings yielded the first in vivo genome-wide RNA structure map at nucleotide resolution for any organism, with quantitative structural information across more than 10,000 transcripts. Our analysis reveals a three-nucleotide periodic repeat pattern in the structure of coding regions, as well as a less-structured region immediately upstream of the start codon, and shows that these features are strongly correlated with translation efficiency. We also find patterns of strong and weak secondary structure at sites of alternative polyadenylation, as well as strong secondary structure at 59 splice sites that correlates with unspliced events. Notably, in vivo structures of messenger RNAs annotated for stress responses are poorly predicted in silico, whereas mRNA structures of genes related to cell function maintenance are well predicted. Global comparison of several structural features between these two categories shows that the mRNAs associated with stress responses tend to have more single-strandedness, longer maximal loop length and higher free energy per nucleotide, features that may allow these RNAs to undergo conformational changes in response to environmental conditions. Structure-seq allows the RNA structurome and its biological roles to be interrogated on a genome-wide scale and should be applicable to any organism.
引用
收藏
页码:696 / +
页数:17
相关论文
共 37 条
[1]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[2]   Genome-wide analysis of transcript abundance and translation in arabidopsis seedlings subjected to oxygen deprivation [J].
Branco-Price, C ;
Kawaguchi, R ;
Ferreira, RB ;
Bailey-Serres, J .
ANNALS OF BOTANY, 2005, 96 (04) :647-660
[3]   Selective mRNA translation coordinates energetic and metabolic adjustments to cellular oxygen deprivation and reoxygenation in Arabidopsis thaliana [J].
Branco-Price, Cristina ;
Kaiser, Kayla A. ;
Jang, Charles J. H. ;
Larive, Cynthia K. ;
Bailey-Serres, Julia .
PLANT JOURNAL, 2008, 56 (05) :743-755
[4]   RNA folding affects the recruitment of SR proteins by mouse and human polypurinic enhancer elements in the fibronectin EDA dxon [J].
Buratti, E ;
Muro, AF ;
Giombi, M ;
Gherbassi, D ;
Iaconcig, A ;
Baralle, FE .
MOLECULAR AND CELLULAR BIOLOGY, 2004, 24 (03) :1387-1400
[5]   The Comparative RNA Web (CRW) Site:: an online database of comparative sequence and structure information for ribosomal, intron, and other RNAs -: art. no. 2 [J].
Cannone, JJ ;
Subramanian, S ;
Schnare, MN ;
Collett, JR ;
D'Souza, LM ;
Du, YS ;
Feng, B ;
Lin, N ;
Madabusi, LV ;
Müller, KM ;
Pande, N ;
Shang, ZD ;
Yu, N ;
Gutell, RR .
BMC BIOINFORMATICS, 2002, 3 (1)
[6]   The Dynamic Landscapes of RNA Architecture [J].
Cruz, Jose Almeida ;
Westhof, Eric .
CELL, 2009, 136 (04) :604-609
[7]   Accurate SHAPE-directed RNA structure determination [J].
Deigan, Katherine E. ;
Li, Tian W. ;
Mathews, David H. ;
Weeks, Kevin M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (01) :97-102
[8]   Genome-wide mapping of alternative splicing in Arabidopsis thaliana [J].
Filichkin, Sergei A. ;
Priest, Henry D. ;
Givan, Scott A. ;
Shen, Rongkun ;
Bryant, Douglas W. ;
Fox, Samuel E. ;
Wong, Weng-Keen ;
Mockler, Todd C. .
GENOME RESEARCH, 2010, 20 (01) :45-58
[9]   The accuracy of ribosomal RNA comparative structure models [J].
Gutell, RR ;
Lee, JC ;
Cannone, JJ .
CURRENT OPINION IN STRUCTURAL BIOLOGY, 2002, 12 (03) :301-310
[10]   Accurate SHAPE-directed RNA secondary structure modeling, including pseudoknots [J].
Hajdin, Christine E. ;
Bellaousov, Stanislav ;
Huggins, Wayne ;
Leonard, Christopher W. ;
Mathews, David H. ;
Weeks, Kevin M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (14) :5498-5503