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RNA Secondary Structure Prediction Using High-throughput SHAPE
Published on: May 31, 2013
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Shapes of topological RNA structures
Fenix W D Huang1, Christian M Reidys1
1Virginia Bioinformatics Institute, 1015 Life Sciences Circle, Blacksburg, VA, USA.
Mathematical Biosciences
|October 21, 2015
Summary
This study introduces a method to compute and generate topological RNA structures, focusing on their shapes. An efficient algorithm is presented for generating these shapes, aiding in RNA pseudoknot structure databases.
Area of Science:
- Computational Biology
- Bioinformatics
- Structural Biology
Background:
- Topological RNA structures offer insights into molecular conformation.
- RNA shapes are crucial for understanding RNA folding and function.
- Existing methods may not efficiently capture the topological nuances of RNA structures.
Purpose of the Study:
- To compute the generating polynomial of RNA shapes for a fixed topological genus.
- To derive an efficient algorithm for uniformly generating RNA shapes of genus g.
- To explore applications of these topological shapes in RNA pseudoknot databases.
Main Methods:
- Deriving topological RNA structures by 'fattening' contact structure edges into ribbons.
- Obtaining RNA shapes by collapsing stacks into arcs and removing short/isolated elements.
- Computing generating polynomials for shapes of fixed topological genus.
- Developing an O(g log g) time complexity algorithm for shape generation.
Main Results:
- The generating polynomial of RNA shapes for a fixed topological genus g has been computed.
- An efficient algorithm for uniformly generating shapes of genus g with O(g log g) time complexity has been derived.
- The study demonstrates the utility of topological RNA shapes in the context of RNA pseudoknot databases.
Conclusions:
- Topological RNA shapes encapsulate key information about molecular conformation.
- The developed algorithm provides an efficient means for generating and analyzing RNA shapes.
- This work contributes to the understanding and database management of complex RNA structures, particularly pseudoknots.
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