Abstract
New regulatory roles continue to emerge for both natural and engineered noncoding RNAs, many of which have specific secondary and tertiary structures essential to their function. Thus there is a growing need to develop technologies that enable rapid characterization of structural features within complex RNA populations. We have developed a high-throughput technique, SHAPE-Seq, that can simultaneously measure quantitative, single nucleotide-resolution secondary and tertiary structural information for hundreds of RNA molecules of arbitrary sequence. SHAPE-Seq combines selective 2'-hydroxyl acylation analyzed by primer extension (SHAPE) chemistry with multiplexed paired-end deep sequencing of primer extension products. This generates millions of sequencing reads, which are then analyzed using a fully automated data analysis pipeline, based on a rigorous maximum likelihood model of the SHAPE-Seq experiment. We demonstrate the ability of SHAPE-Seq to accurately infer secondary and tertiary structural information, detect subtle conformational changes due to single nucleotide point mutations, and simultaneously measure the structures of a complex pool of different RNA molecules. SHAPE-Seq thus represents a powerful step toward making the study of RNA secondary and tertiary structures high throughput and accessible to a wide array of scientific pursuits, from fundamental biological investigations to engineering RNA for synthetic biological systems.
MeSH Terms
Bacillus subtilis/enzymology,genetics
Base Sequence
Computational Biology
DNA Barcoding, Taxonomic
DNA Primers/genetics
High-Throughput Nucleotide Sequencing/methods,statistics & numerical data
Models, Molecular
Molecular Probes
Molecular Sequence Data
Molecular Structure
Nucleic Acid Conformation
Point Mutation
RNA/chemistry,genetics
RNA, Catalytic/chemistry,genetics
Ribonuclease P/chemistry,genetics
Sequence Analysis, RNA/methods,statistics & numerical data
Chemicals
DNA Primers
Molecular Probes
RNA, Catalytic
RNA
Ribonuclease P
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Lucks Julius B
Department of Bioengineering, University of California, Berkeley, CA 94720, USA. jblucks@cornell.edu
Mortimer Stefanie A
Trapnell Cole
Luo Shujun
Aviran Sharon
Schroth Gary P
Pachter Lior
Doudna Jennifer A
Arkin Adam P
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