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Updated: Jan 25, 2026

Probing RNA Structure with Dimethyl Sulfate Mutational Profiling with Sequencing In Vitro and in Cells
Published on: December 9, 2022
Rich RNA Structure Landscapes Revealed by Mutate-and-Map Analysis
Pablo Cordero1,2, Rhiju Das1,2,3
1Biomedical Informatics Program, Stanford University, Stanford, California, United States of America.
High-throughput chemical experiments and computational analysis reveal RNA
Area of Science:
- Molecular Biology
- Computational Biology
- Biochemistry
Background:
- Natural RNA molecules often adopt multiple secondary structures, influencing crucial biological processes like gene expression and protein synthesis.
- Characterizing these complex RNA structural landscapes has historically required intensive, specialized experimental techniques.
- Understanding RNA structural dynamics is key to deciphering its diverse functional roles.
Purpose of the Study:
- To develop and validate a high-throughput method for isolating and reconstructing RNA's multiple alternative secondary structures.
- To assess the capability of a combined mutagenesis and computational approach in characterizing complex RNA structure landscapes.
- To investigate the prevalence of complex RNA structural landscapes in both natural and artificial sequences.
Main Methods:
- Employed a high-throughput chemical probing technique combined with systematic mutagenesis (mutate-and-map, M2).
- Utilized a computational algorithm, REEFFIT, for unbiased reconstruction of RNA structural states and their populations.
- Validated the M2-REEFFIT approach through in silico benchmarks and experimental characterization of diverse RNA molecules.
Main Results:
- The M2-REEFFIT method accurately recovered RNA helices in silico (95% recovery, 10% false discovery rate).
- Successfully characterized complex structure landscapes of natural RNAs, including riboswitches and rRNA, with unprecedented efficiency.
- Discovered that artificial RNA sequences can exhibit multiple stable structural states, even without explicit design.
Conclusions:
- M2-REEFFIT provides an automated, efficient, and accurate route for empirical characterization of RNA structure landscapes.
- Complex RNA structural landscapes are likely widespread in both natural and artificial RNA molecules.
- This methodology opens new avenues for designing and understanding functional RNAs.
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