Protein ensembles: how does nature harness thermodynamic fluctuations for life? The diverse functional roles of conformational ensembles in the cell

G Wei, W Xi, R Nussinov, B Ma - Chemical reviews, 2016 - ACS Publications
All soluble proteins populate conformational ensembles that together constitute the native
state. Their fluctuations in water are intrinsic thermodynamic phenomena, and the …

Metadynamics

A Barducci, M Bonomi… - Wiley Interdisciplinary …, 2011 - Wiley Online Library
Metadynamics is a powerful technique for enhancing sampling in molecular dynamics
simulations and reconstructing the free‐energy surface as a function of few selected …

[HTML][HTML] How robust are protein folding simulations with respect to force field parameterization?

S Piana, K Lindorff-Larsen, DE Shaw - Biophysical journal, 2011 - cell.com
Molecular dynamics simulations hold the promise of providing an atomic-level description of
protein folding that cannot easily be obtained from experiments. Here, we examine the …

Metadynamics: a method to simulate rare events and reconstruct the free energy in biophysics, chemistry and material science

A Laio, FL Gervasio - Reports on Progress in Physics, 2008 - iopscience.iop.org
Metadynamics is a powerful algorithm that can be used both for reconstructing the free
energy and for accelerating rare events in systems described by complex Hamiltonians, at …

ACEMD: accelerating biomolecular dynamics in the microsecond time scale

MJ Harvey, G Giupponi, GD Fabritiis - Journal of chemical theory …, 2009 - ACS Publications
The high arithmetic performance and intrinsic parallelism of recent graphical processing
units (GPUs) can offer a technological edge for molecular dynamics simulations. ACEMD is …

Principles and overview of sampling methods for modeling macromolecular structure and dynamics

T Maximova, R Moffatt, B Ma, R Nussinov… - PLoS computational …, 2016 - journals.plos.org
Investigation of macromolecular structure and dynamics is fundamental to understanding
how macromolecules carry out their functions in the cell. Significant advances have been …

Atomic-level description of ubiquitin folding

S Piana, K Lindorff-Larsen… - Proceedings of the …, 2013 - National Acad Sciences
Equilibrium molecular dynamics simulations, in which proteins spontaneously and
repeatedly fold and unfold, have recently been used to help elucidate the mechanistic …

A kinetic model of trp-cage folding from multiple biased molecular dynamics simulations

F Marinelli, F Pietrucci, A Laio… - PLoS computational …, 2009 - journals.plos.org
Trp-cage is a designed 20-residue polypeptide that, in spite of its size, shares several
features with larger globular proteins. Although the system has been intensively investigated …

A collective variable for the efficient exploration of protein beta-sheet structures: application to SH3 and GB1

F Pietrucci, A Laio - Journal of Chemical Theory and Computation, 2009 - ACS Publications
We introduce a new class of collective variables which allow forming efficiently beta-sheet
structures in all-atom explicit-solvent simulations of proteins. By this approach we are able to …

Targeting biomolecular flexibility with metadynamics

V Leone, F Marinelli, P Carloni, M Parrinello - Current opinion in structural …, 2010 - Elsevier
Metadynamics calculations allow investigating structure, plasticity, and energetics in a
variety of biological processes spanning from molecular docking to protein folding. Recent …