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Updated: Jun 29, 2026

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RNA Secondary Structure Prediction Using High-throughput SHAPE
Published on: May 31, 2013
Predicting the sizes of large RNA molecules.
Aron M Yoffe1, Peter Prinsen, Ajaykumar Gopal
1Department of Chemistry and Biochemistry, University of California, Los Angeles, 607 Charles E. Young Drive East, Los Angeles, CA 90095-1569, USA. ayoffe@chem.ucla.edu
Summary
Viral RNA genomes have evolved to be more compact, facilitating packaging into protein shells. This study introduces a new measure, Maximum Ladder Distance (MLD), to quantify RNA structure and predict size, aiding viral assembly research.
Area of Science:
- Biophysics
- Structural Biology
- Virology
Background:
- Many viral genomes consist of large single-stranded (ssRNA) molecules that must be packaged into small protein shells.
- This packaging process suggests evolutionary pressure for specific spatial properties of viral RNA, such as radius of gyration (R(g)).
Purpose of the Study:
- To develop a theory explaining how RNA sequence influences the three-dimensional size of large ssRNA molecules.
- To investigate the evolutionary pressure for compact RNA structures that facilitate viral assembly.
Main Methods:
- Introduction of the (thermal) average Maximum Ladder Distance (MLD) as a measure of RNA secondary structure 'extendedness'.
- Comparison of MLD values for viral ssRNAs with randomly permuted sequences and non-viral natural ssRNAs.
- Mapping secondary structures to a linear polymer model to predict R(g) values.
Main Results:
- Viral ssRNAs packaged into capsids exhibit consistently smaller MLD values than random or non-viral sequences.
- Predicted R(g) values for viral ssRNAs are smaller than those for non-viral sequences.
- Average MLD values for large non-viral ssRNAs scale as N(0.67+/-0.01), and R(g) values scale as N(0.34).
Conclusions:
- RNA sequence significantly impacts 3D size, with evolutionary pressure favoring compact structures for viral packaging.
- The MLD metric effectively quantifies RNA structural properties relevant to viral assembly.
- The findings provide a theoretical framework for understanding RNA size dependence on sequence and its evolutionary implications.
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