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Updated: Feb 11, 2026

RNA Secondary Structure Prediction Using High-throughput SHAPE
Published on: May 31, 2013
Quantitative Understanding of SHAPE Mechanism from RNA Structure and Dynamics Analysis
Travis Hurst1, Xiaojun Xu1, Peinan Zhao1
1Department of Physics, Department of Biochemistry , and University of Missouri Informatics Institute , University of Missouri , Columbia , Missouri 65211 , United States.
We developed a 3D Structure-SHAPE Relationship model (3DSSR) to link RNA 3D structures with experimental SHAPE data. This model quantifies nucleotide flexibility and helps validate RNA 3D structures using SHAPE reactivity.
Area of Science:
- Biochemistry
- Structural Biology
- Computational Biology
Background:
- The selective 2'-hydroxyl acylation analyzed by primer extension (SHAPE) method provides single nucleotide resolution of RNA local structure and dynamics.
- Understanding the quantitative relationship between nucleotide flexibility, RNA 3D structure, and SHAPE reactivity is crucial for RNA research.
Purpose of the Study:
- To develop a computational model, 3D Structure-SHAPE Relationship (3DSSR), that predicts SHAPE reactivity profiles from RNA 3D structures.
- To establish a quantitative link between nucleotide flexibility, RNA 3D conformation, and SHAPE reactivity.
Main Methods:
- The 3DSSR model integrates nucleotide interaction strength, conformational propensity, SHAPE reagent accessibility, and base-pairing patterns.
- A composite function was developed to quantify the correlation between SHAPE reactivity and nucleotide conformational stability.
Main Results:
- The 3DSSR model successfully demonstrates the relationship between SHAPE reactivity and RNA structure/energetics.
- Predicted SHAPE profiles from 3DSSR showed good correlation with experimental SHAPE data, validating the model's key factors.
- The model provides an effective method for evaluating and excluding RNA 3D models inconsistent with experimental SHAPE data.
Conclusions:
- The 3DSSR model accurately captures key determinants of SHAPE reactivity, linking RNA 3D structure to experimental observations.
- This approach offers a powerful tool for RNA 3D structure validation and refinement using SHAPE chemical probing data.
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