ArticleThe journal of physical chemistry. A2010
Investigation of protein folding by coarse-grained molecular dynamics with the UNRES force field.
Article in The journal of physical chemistry. A, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers.
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Who cites it
54 citing papers in PubMed.
- Progressive Backmapping of Highly Coarse-Grained Protein Models.bioRxiv : the preprint server for biology · 2026Article
- Graph Neural Networks for Polymer Characterization and Property Prediction: Opportunities and Challenges.Journal of chemical information and modeling · 2026Review
- Machine Learning Approaches for Interpretable Antibody Property Prediction Using Structural Data.Methods in molecular biology (Clifton, N.J.) · 2026Article
- Bridging Scales: Coarse-Grained Protein Models in Computational Biology.Advances in experimental medicine and biology · 2026Review
- Analysis of proteins in the light of mutations.European biophysics journal : EBJ · 2024Review
- Evaluation of Essential Dynamics and Fixed-Length Coarse Graining for Multidomain Proteins.The journal of physical chemistry. B · 2024Article
- Integrating Explicit and Implicit Fullerene Models into UNRES Force Field for Protein Interaction Studies.Molecules (Basel, Switzerland) · 2024Article
- Recent Advances in Protein Folding Pathway Prediction through Computational Methods.Current medicinal chemistry · 2024Review
- Mapping the configurational landscape and aggregation phase behavior of the tau protein fragment PHF6.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Protein structure prediction from the complementary science perspective.Biophysical reviews · 2023Article
- Methodology-Centered Review of Molecular Modeling, Simulation, and Prediction of SARS-CoV-2.Chemical reviews · 2022Review
- Mechanistic Kinetic Model Reveals How Amyloidogenic Hydrophobic Patches Facilitate the Amyloid-β Fibril Elongation.ACS chemical neuroscience · 2022Article
- Wild-TypeFrontiers in molecular biosciences · 2022Article
- Modeling the Structure, Dynamics, and Transformations of Proteins with the UNRES Force Field.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Theory and Practice of Coarse-Grained Molecular Dynamics of Biologically Important Systems.Biomolecules · 2021Article
- Investigation of Phosphorylation-Induced Folding of an Intrinsically Disordered Protein by Coarse-Grained Molecular Dynamics.Journal of chemical theory and computation · 2021Article
- Biomolecular modeling thrives in the age of technology.Nature computational science · 2021Article
- How Useful can the Voigt Profile be in Protein Folding Processes?The protein journal · 2021Article
- Missense Mutations Modify the Conformational Ensemble of theFrontiers in molecular biosciences · 2021Article
- Structural Characterization of Covalently Stabilized Human Cystatin C Oligomers.International journal of molecular sciences · 2020Article
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5 authors.
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Abstract
Coarse-grained molecular dynamics simulations offer a dramatic extension of the time-scale of simulations compared to all-atom approaches. In this article, we describe the use of the physics-based united-residue (UNRES) force field, developed in our laboratory, in protein-structure simulations. We demonstrate that this force field offers about a 4000-times extension of the simulation time scale; this feature arises both from averaging out the fast-moving degrees of freedom and reduction of the cost of energy and force calculations compared to all-atom approaches with explicit solvent. With massively parallel computers, microsecond folding simulation times of proteins containing about 1000 residues can be obtained in days. A straightforward application of canonical UNRES/MD simulations, demonstrated with the example of the N-terminal part of the B-domain of staphylococcal protein A (PDB code: 1BDD, a three-alpha-helix bundle), discerns the folding mechanism and determines kinetic parameters by parallel simulations of several hundred or more trajectories. Use of generalized-ensemble techniques, of which the multiplexed replica exchange method proved to be the most effective, enables us to compute thermodynamics of folding and carry out fully physics-based prediction of protein structure, in which the predicted structure is determined as a mean over the most populated ensemble below the folding-transition temperature. By using principal component analysis of the UNRES folding trajectories of the formin-binding protein WW domain (PDB code: 1E0L; a three-stranded antiparallel beta-sheet) and 1BDD, we identified representative structures along the folding pathways and demonstrated that only a few (low-indexed) principal components can capture the main structural features of a protein-folding trajectory; the potentials of mean force calculated along these essential modes exhibit multiple minima, as opposed to those along the remaining modes that are unimodal. In addition, a comparison between the structures that are representative of the minima in the free-energy profile along the essential collective coordinates of protein folding (computed by principal component analysis) and the free-energy profile projected along the virtual-bond dihedral angles gamma of the backbone revealed the key residues involved in the transitions between the different basins of the folding free-energy profile, in agreement with existing experimental data for 1E0L .
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