共 37 条
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
来源:
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.
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页码:696 / +
页数:17
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