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Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
Published on: July 16, 2017
Quantifying steric hindrance and topological obstruction to protein structure superposition
1Department of Applied Mathematics and Computer Science, Technical University of Denmark, Asmussens Allé, Building 322, Kongens Lyngby, Denmark. prog@dtu.dk.
This study introduces a new method to detect topological obstructions in protein structure alignment, revealing significant differences in protein folds missed by traditional distance-based methods. The ProteinAlignmentObstruction program identifies these critical topological differences.
Area of Science:
- Computational structural biology
- Bioinformatics
- Protein structure analysis
Background:
- Protein structure comparison is crucial for understanding protein evolution and predicting structures.
- Current methods often optimize residue-pair distances during alignment, ignoring steric clashes and topological changes.
- Linear interpolation between aligned protein backbones can lead to unphysical configurations or altered topologies.
Purpose of the Study:
- To analyze linear interpolations between aligned protein backbones for steric clashes and self-intersections.
- To develop a method for detecting significant topological alterations in protein structures during alignment.
- To assess the impact of topological obstructions on protein structure comparisons.
Main Methods:
- Quantification of steric clashes and identification of self-intersections in linear backbone interpolations.
- Development of a path-finding algorithm using a novel interpretation of Reidemeister moves from knot theory.
- The algorithm determines the existence of a self-avoiding path or identifies essential self-intersections.
Main Results:
- The method successfully distinguishes between topologically similar and dissimilar protein structures.
- Essential self-intersections were found separating knotted from unknotted structures and indicating significant fold differences.
- Analysis of 142,068 TM-alignments revealed 42,165 topological obstructions, even with restrictive alignment parameters.
Conclusions:
- The developed program, ProteinAlignmentObstruction, provides crucial topological information beyond traditional distance-based alignment scores.
- Detecting topological obstructions offers a more comprehensive understanding of protein structural relationships and evolutionary pathways.
- This approach enhances the accuracy and reliability of computational protein structure analysis.
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