Literature DB >> 29720925

Gaussian Accelerated Molecular Dynamics: Theory, Implementation, and Applications.

Yinglong Miao1,2, J Andrew McCammon1,2,3.   

Abstract

A novel Gaussian Accelerated Molecular Dynamics (GaMD) method has been developed for simultaneous unconstrained enhanced sampling and free energy calculation of biomolecules. Without the need to set predefined reaction coordinates, GaMD enables unconstrained enhanced sampling of the biomolecules. Furthermore, by constructing a boost potential that follows a Gaussian distribution, accurate reweighting of GaMD simulations is achieved via cumulant expansion to the second order. The free energy profiles obtained from GaMD simulations allow us to identify distinct low energy states of the biomolecules and characterize biomolecular structural dynamics quantitatively. In this chapter, we present the theory of GaMD, its implementation in the widely used molecular dynamics software packages (AMBER and NAMD), and applications to the alanine dipeptide biomolecular model system, protein folding, biomolecular large-scale conformational transitions and biomolecular recognition.

Entities:  

Keywords:  Biomolecular Recognition; Biomolecules; Conformational Transitions; Enhanced Sampling; Free Energy; Gaussian Accelerated Molecular Dynamics; Ligand Binding; Protein Folding

Year:  2017        PMID: 29720925      PMCID: PMC5927394          DOI: 10.1016/bs.arcc.2017.06.005

Source DB:  PubMed          Journal:  Annu Rep Comput Chem        ISSN: 1574-1400


  86 in total

1.  Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy.

Authors:  Richard A Friesner; Jay L Banks; Robert B Murphy; Thomas A Halgren; Jasna J Klicic; Daniel T Mainz; Matthew P Repasky; Eric H Knoll; Mee Shelley; Jason K Perry; David E Shaw; Perry Francis; Peter S Shenkin
Journal:  J Med Chem       Date:  2004-03-25       Impact factor: 7.446

2.  Using metadynamics and path collective variables to study ligand binding and induced conformational transitions.

Authors:  Neva Bešker; Francesco L Gervasio
Journal:  Methods Mol Biol       Date:  2012

3.  Random walk in orthogonal space to achieve efficient free-energy simulation of complex systems.

Authors:  Lianqing Zheng; Mengen Chen; Wei Yang
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-15       Impact factor: 11.205

4.  Accelerating chemical reactions: exploring reactive free-energy surfaces using accelerated ab initio molecular dynamics.

Authors:  Levi C T Pierce; Phineus R L Markwick; J Andrew McCammon; Nikos L Doltsinis
Journal:  J Chem Phys       Date:  2011-05-07       Impact factor: 3.488

5.  Specificity of ligand binding in a buried nonpolar cavity of T4 lysozyme: linkage of dynamics and structural plasticity.

Authors:  A Morton; B W Matthews
Journal:  Biochemistry       Date:  1995-07-11       Impact factor: 3.162

6.  Activation and dynamic network of the M2 muscarinic receptor.

Authors:  Yinglong Miao; Sara E Nichols; Paul M Gasper; Vincent T Metzger; J Andrew McCammon
Journal:  Proc Natl Acad Sci U S A       Date:  2013-06-18       Impact factor: 11.205

7.  Structure and dynamics of the M3 muscarinic acetylcholine receptor.

Authors:  Andrew C Kruse; Jianxin Hu; Albert C Pan; Daniel H Arlow; Daniel M Rosenbaum; Erica Rosemond; Hillary F Green; Tong Liu; Pil Seok Chae; Ron O Dror; David E Shaw; William I Weis; Jürgen Wess; Brian K Kobilka
Journal:  Nature       Date:  2012-02-22       Impact factor: 49.962

8.  Free energy landscape of G-protein coupled receptors, explored by accelerated molecular dynamics.

Authors:  Yinglong Miao; Sara E Nichols; J Andrew McCammon
Journal:  Phys Chem Chem Phys       Date:  2014-01-21       Impact factor: 3.676

9.  Activation and allosteric modulation of a muscarinic acetylcholine receptor.

Authors:  Andrew C Kruse; Aaron M Ring; Aashish Manglik; Jianxin Hu; Kelly Hu; Katrin Eitel; Harald Hübner; Els Pardon; Celine Valant; Patrick M Sexton; Arthur Christopoulos; Christian C Felder; Peter Gmeiner; Jan Steyaert; William I Weis; K Christopher Garcia; Jürgen Wess; Brian K Kobilka
Journal:  Nature       Date:  2013-11-20       Impact factor: 49.962

10.  Gaussian Accelerated Molecular Dynamics: Unconstrained Enhanced Sampling and Free Energy Calculation.

Authors:  Yinglong Miao; Victoria A Feher; J Andrew McCammon
Journal:  J Chem Theory Comput       Date:  2015-07-14       Impact factor: 6.006

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  30 in total

1.  Peptide Gaussian accelerated molecular dynamics (Pep-GaMD): Enhanced sampling and free energy and kinetics calculations of peptide binding.

Authors:  Jinan Wang; Yinglong Miao
Journal:  J Chem Phys       Date:  2020-10-21       Impact factor: 3.488

2.  Pathway and mechanism of drug binding to chemokine receptors revealed by accelerated molecular simulations.

Authors:  Shristi Pawnikar; Yinglong Miao
Journal:  Future Med Chem       Date:  2020-06-09       Impact factor: 3.808

Review 3.  Binding Analysis Using Accelerated Molecular Dynamics Simulations and Future Perspectives.

Authors:  Shristi Pawnikar; Apurba Bhattarai; Jinan Wang; Yinglong Miao
Journal:  Adv Appl Bioinform Chem       Date:  2022-01-06

4.  Identification of SLAC1 anion channel residues required for CO2/bicarbonate sensing and regulation of stomatal movements.

Authors:  Jingbo Zhang; Nuo Wang; Yinglong Miao; Felix Hauser; J Andrew McCammon; Wouter-Jan Rappel; Julian I Schroeder
Journal:  Proc Natl Acad Sci U S A       Date:  2018-10-09       Impact factor: 11.205

5.  Mechanistic Insights into Specific G Protein Interactions with Adenosine Receptors.

Authors:  Jinan Wang; Yinglong Miao
Journal:  J Phys Chem B       Date:  2019-07-22       Impact factor: 2.991

6.  On-target Resistance to the Mutant-Selective EGFR Inhibitor Osimertinib Can Develop in an Allele-Specific Manner Dependent on the Original EGFR-Activating Mutation.

Authors:  Benjamin P Brown; Yun-Kai Zhang; David Westover; Yingjun Yan; Huan Qiao; Vincent Huang; Zhenfang Du; Jarrod A Smith; Jeffrey S Ross; Vincent A Miller; Siraj Ali; Lyudmila Bazhenova; Alexa B Schrock; Jens Meiler; Christine M Lovly
Journal:  Clin Cancer Res       Date:  2019-02-22       Impact factor: 12.531

7.  Mechanism of the G-protein mimetic nanobody binding to a muscarinic G-protein-coupled receptor.

Authors:  Yinglong Miao; J Andrew McCammon
Journal:  Proc Natl Acad Sci U S A       Date:  2018-03-05       Impact factor: 11.205

Review 8.  Gaussian accelerated molecular dynamics for elucidation of drug pathways.

Authors:  Apurba Bhattarai; Yinglong Miao
Journal:  Expert Opin Drug Discov       Date:  2018-10-29       Impact factor: 6.098

9.  Acceleration of biomolecular kinetics in Gaussian accelerated molecular dynamics.

Authors:  Yinglong Miao
Journal:  J Chem Phys       Date:  2018-08-21       Impact factor: 3.488

10.  Ligand Gaussian Accelerated Molecular Dynamics (LiGaMD): Characterization of Ligand Binding Thermodynamics and Kinetics.

Authors:  Yinglong Miao; Apurba Bhattarai; Jinan Wang
Journal:  J Chem Theory Comput       Date:  2020-08-07       Impact factor: 6.006

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