Protein structure refinement with adaptively restrained homologous replicas

A novel protein refinement protocol is presented which utilizes molecular dynamics (MD) simulations of an ensemble of adaptively restrained homologous replicas. This approach adds evolutionary information to the force field and reduces random conformational fluctuations by coupling of several replicas. It is shown that this protocol refines the majority of models from the CASP11 refinement category and that larger conformational changes of the starting structure are possible than with current state of the art methods. The performance of this protocol in the CASP11 experiment is discussed. We found that the quality of the refined model is correlated with the structural variance of the coupled replicas, which therefore provides a good estimator of model quality. Furthermore, some remarkable refinement results are discussed in detail. Proteins 2016; 84(Suppl 1):302–313. © 2015 Wiley Periodicals, Inc.

[1]  Michael Levitt,et al.  A brighter future for protein structure prediction , 1999, Nature Structural Biology.

[2]  B. Honig,et al.  Refining homology models by combining replica‐exchange molecular dynamics and statistical potentials , 2008, Proteins.

[3]  Alfonso Valencia,et al.  Protein Refinement: A New Challenge For Casp In Its 10th Anniversary , 2005, Bioinform..

[4]  M. Levitt,et al.  Refinement of protein conformations using a macromolecular energy minimization procedure. , 1969, Journal of molecular biology.

[5]  M. Gerstein,et al.  Assessing annotation transfer for genomics: quantifying the relations between protein sequence, structure and function through traditional and probabilistic scores. , 2000, Journal of molecular biology.

[6]  Hui Lu,et al.  Application of statistical potentials to protein structure refinement from low resolution ab initio models , 2003, Biopolymers.

[7]  Boguslaw Stec,et al.  Sampling of the native conformational ensemble of myoglobin via structures in different crystalline environments , 2007, Proteins.

[8]  Vahid Mirjalili,et al.  Protein Structure Refinement through Structure Selection and Averaging from Molecular Dynamics Ensembles. , 2013, Journal of chemical theory and computation.

[9]  Matthew P Jacobson,et al.  Assessment of protein structure refinement in CASP9 , 2011, Proteins.

[10]  Yang Zhang,et al.  Scoring function for automated assessment of protein structure template quality , 2004, Proteins.

[11]  Chaok Seok,et al.  GalaxyTBM: template-based modeling by building a reliable core and refining unreliable local regions , 2012, BMC Bioinformatics.

[12]  Tatiana Tatusova,et al.  NCBI Reference Sequence (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins , 2004, Nucleic Acids Res..

[13]  J. Skolnick,et al.  Simultaneous and coupled energy optimization of homologous proteins: a new tool for structure prediction. , 1997, Folding & design.

[14]  K. Dill,et al.  Assessment of the protein‐structure refinement category in CASP8 , 2009, Proteins.

[15]  M. Levitt Accurate modeling of protein conformation by automatic segment matching. , 1992, Journal of molecular biology.

[16]  Roland L. Dunbrack,et al.  proteins STRUCTURE O FUNCTION O BIOINFORMATICS Improved prediction of protein side-chain conformations with SCWRL4 , 2022 .

[17]  Vahid Mirjalili,et al.  Physics‐based protein structure refinement through multiple molecular dynamics trajectories and structure averaging , 2014, Proteins.

[18]  David Baker,et al.  Protein Structure Prediction Using Rosetta , 2004, Numerical Computer Methods, Part D.

[19]  Yang Zhang,et al.  The protein structure prediction problem could be solved using the current PDB library. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[20]  J Skolnick,et al.  Coupling the folding of homologous proteins. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[21]  Lorna J. Smith,et al.  Understanding protein folding via free-energy surfaces from theory and experiment. , 2000, Trends in biochemical sciences.

[22]  A. Lesk,et al.  The relation between the divergence of sequence and structure in proteins. , 1986, The EMBO journal.

[23]  Christopher M. Summa,et al.  Solvent dramatically affects protein structure refinement , 2008, Proceedings of the National Academy of Sciences.

[24]  J. Ramachandran,et al.  Structure and Function of G Protein Coupled Receptors , 1990, Pharmaceutical Research.

[25]  A. Sali,et al.  Modeller: generation and refinement of homology-based protein structure models. , 2003, Methods in enzymology.

[26]  Peter M. Kasson,et al.  GROMACS 4.5: a high-throughput and highly parallel open source molecular simulation toolkit , 2013, Bioinform..

[27]  David T Jones,et al.  Evaluation of predictions in the CASP10 model refinement category , 2013, Proteins.

[28]  Michael Levitt,et al.  KoBaMIN: a knowledge-based minimization web server for protein structure refinement , 2012, Nucleic Acids Res..

[29]  R. Huber,et al.  Accurate Bond and Angle Parameters for X-ray Protein Structure Refinement , 1991 .

[30]  Hao Fan,et al.  Refinement of homology‐based protein structures by molecular dynamics simulation techniques , 2004, Protein science : a publication of the Protein Society.

[31]  Randy J Read,et al.  Assessment of CASP7 predictions in the high accuracy template‐based modeling category , 2007, Proteins.

[32]  Denis J. Evans,et al.  The Nose–Hoover thermostat , 1985 .

[33]  D. Baker,et al.  Native protein sequences are close to optimal for their structures. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[34]  Xiaotao Qu,et al.  A guide to template based structure prediction. , 2009, Current protein & peptide science.

[35]  A. Sali,et al.  Protein Structure Prediction and Structural Genomics , 2001, Science.

[36]  Yang Zhang,et al.  Atomic-level protein structure refinement using fragment-guided molecular dynamics conformation sampling. , 2011, Structure.

[37]  C. Anfinsen Principles that govern the folding of protein chains. , 1973, Science.

[38]  Conrad C. Huang,et al.  UCSF Chimera—A visualization system for exploratory research and analysis , 2004, J. Comput. Chem..

[39]  G. Hummer,et al.  Optimized molecular dynamics force fields applied to the helix-coil transition of polypeptides. , 2009, The journal of physical chemistry. B.

[40]  Thomas L. Madden,et al.  Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. , 1997, Nucleic acids research.

[41]  Vincent B. Chen,et al.  Correspondence e-mail: , 2000 .

[42]  G Vriend,et al.  Completion and refinement of 3‐D homology models with restricted molecular dynamics: Application to targets 47, 58, and 111 in the CASP modeling competition and posterior analysis , 2002, Proteins.