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Published on: October 13, 2022
Modeling and minimizing CAPRI round 30 symmetrical protein complexes from CASP-11 structural models.
Marwa El Houasli1, Bernard Maigret2, Marie-Dominique Devignes2
1INRIA, Equipe Capsid, Campus Scientique, BP 239, 54506, Vandoeuvre-lès-Nancy, France.
A new symmetry docking algorithm (SAM) effectively models symmetrical protein complexes. This method, combined with energy minimization, refines CASP models into accurate 3D structures, proving valuable for protein modeling.
Area of Science:
- Structural Biology
- Computational Biology
- Biophysics
Background:
- Many protein complexes in the CASP-11/CAPRI-30 experiment were symmetrical homo-dimers and homo-tetramers.
- Accurate modeling of these symmetrical protein assemblies is crucial for understanding their biological functions.
Purpose of the Study:
- To retrospectively analyze the performance of a symmetry docking algorithm (SAM) on published CAPRI Round 30 targets.
- To evaluate the quality of CASP structural models from a docking perspective.
- To establish an economical and effective strategy for modeling symmetrical protein complexes.
Main Methods:
- Utilized the 'SAM' polar Fourier symmetry docking algorithm for protein complex modeling.
- Combined SAM docking with NAMD energy minimization for refining 3D models.
- Performed docking analysis on CASP 'stage-2' fold prediction models and CASP 'center' structures.
Main Results:
- The SAM algorithm, coupled with NAMD minimization, frequently produced acceptable or superior 3D models of symmetrical protein complexes.
- Docking only CASP 'center' structures proved to be an efficient and cost-effective modeling strategy.
- A significant proportion of CASP models were found to be 'dockable', yielding acceptable symmetrical complex models.
Conclusions:
- The SAM docking algorithm offers a powerful tool for modeling symmetrical protein complexes.
- The developed docking protocol, when applied to CASP-quality models, can routinely generate accurate 3D structures.
- Future application on computer clusters is expected to enhance the routine modeling of symmetrical protein assemblies.
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