Coarse-grained protein models and their applications

S Kmiecik, D Gront, M Kolinski, L Wieteska… - Chemical …, 2016 - ACS Publications
The traditional computational modeling of protein structure, dynamics, and interactions
remains difficult for many protein systems. It is mostly due to the size of protein …

Computational methods in drug discovery

G Sliwoski, S Kothiwale, J Meiler, EW Lowe - Pharmacological reviews, 2014 - ASPET
Computer-aided drug discovery/design methods have played a major role in the
development of therapeutically important small molecules for over three decades. These …

Enhanced sampling techniques in molecular dynamics simulations of biological systems

RC Bernardi, MCR Melo, K Schulten - Biochimica et Biophysica Acta (BBA) …, 2015 - Elsevier
Background Molecular dynamics has emerged as an important research methodology
covering systems to the level of millions of atoms. However, insufficient sampling often limits …

Improved side‐chain torsion potentials for the Amber ff99SB protein force field

K Lindorff‐Larsen, S Piana, K Palmo… - Proteins: Structure …, 2010 - Wiley Online Library
Recent advances in hardware and software have enabled increasingly long molecular
dynamics (MD) simulations of biomolecules, exposing certain limitations in the accuracy of …

Perspective: Coarse-grained models for biomolecular systems

WG Noid - The Journal of chemical physics, 2013 - pubs.aip.org
By focusing on essential features, while averaging over less important details, coarse-
grained (CG) models provide significant computational and conceptual advantages with …

Combining an elastic network with a coarse-grained molecular force field: structure, dynamics, and intermolecular recognition

X Periole, M Cavalli, SJ Marrink… - Journal of chemical …, 2009 - ACS Publications
Structure-based and physics-based coarse-grained molecular force fields have become
attractive approaches to gain mechanistic insight into the function of large biomolecular …

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

J Wang, Y Miao - The Journal of chemical physics, 2020 - pubs.aip.org
Peptides mediate up to 40% of known protein–protein interactions in higher eukaryotes and
play an important role in cellular signaling. However, it is challenging to simulate both …

GENESIS: a hybrid‐parallel and multi‐scale molecular dynamics simulator with enhanced sampling algorithms for biomolecular and cellular simulations

J Jung, T Mori, C Kobayashi… - Wiley …, 2015 - Wiley Online Library
GENESIS (Generalized‐Ensemble Simulation System) is a new software package for
molecular dynamics (MD) simulations of macromolecules. It has two MD simulators, called …

Improvements to robotics-inspired conformational sampling in rosetta

A Stein, T Kortemme - PloS one, 2013 - journals.plos.org
To accurately predict protein conformations in atomic detail, a computational method must
be capable of sampling models sufficiently close to the native structure. All-atom sampling is …

Unconstrained enhanced sampling for free energy calculations of biomolecules: a review

Y Miao, JA McCammon - Molecular simulation, 2016 - Taylor & Francis
Free energy calculations are central to understanding the structure, dynamics and function
of biomolecules. Yet insufficient sampling of biomolecular configurations is often regarded …