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Structure Refinementof Protein LowResolution ModelsUsing the GNEIMOConstrained DynamicsMethod In‐Hee ParkVamshi K. GangupomuJeffrey Wagner2012 год

Structure Refinement of Protein Low Resolution Models Using the GNEIMO Constrained Dynamics Method
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Аннотация: The challenge in protein structure prediction using homology modeling is the lack of reliable methods to refine the low resolution homology models. Unconstrained all-atom molecular dynamics (MD) does not serve well for structure refinement due to its limited conformational search. We have developed and tested the constrained MD method, based on the generalized Newton–Euler inverse mass operator (GNEIMO) algorithm for protein structure refinement. In this method, the high-frequency degrees of freedom are replaced with hard holonomic constraints and a protein is modeled as a collection of rigid body clusters connected by flexible torsional hinges. This allows larger integration time steps and enhances the conformational search space. In this work, we have demonstrated the use of torsional GNEIMO method without using any experimental data as constraints, for protein structure refinement starting from low-resolution decoy sets derived from homology methods. In the eight proteins with three decoys for each, we observed an improvement of ∼2 Å in the rmsd in coordinates to the known experimental structures of these proteins. The GNEIMO trajectories also showed enrichment in the population density of native-like conformations. In addition, we demonstrated structural refinement using a "freeze and thaw" clustering scheme with the GNEIMO framework as a viable tool for enhancing localized conformational search. We have derived a robust protocol based on the GNEIMO replica exchange method for protein structure refinement that can be readily extended to other proteins and possibly applicable for high throughput protein structure refinement.
Год издания: 2012
Авторы: In‐Hee Park, Vamshi K. Gangupomu, Jeffrey Wagner, Abhinandan Jain, Nagarajan Vaidehi
Издательство: American Chemical Society
Источник: The Journal of Physical Chemistry B
Ключевые слова: Protein Structure and Dynamics, Enzyme Structure and Function, Molecular spectroscopy and chirality
Другие ссылки: The Journal of Physical Chemistry B (HTML)
Europe PMC (PubMed Central) (PDF)
Europe PMC (PubMed Central) (HTML)
PubMed Central (HTML)