[HTML][HTML] Assessing the accuracy of physical models used in protein-folding simulations: quantitative evidence from long molecular dynamics simulations

S Piana, JL Klepeis, DE Shaw - Current opinion in structural biology, 2014 - Elsevier
Highlights•The accuracy of physical models used in protein-folding simulations is
assessed.•This assessment is based on data from very long molecular dynamics …

Mega-scale experimental analysis of protein folding stability in biology and design

K Tsuboyama, J Dauparas, J Chen, E Laine… - Nature, 2023 - nature.com
Advances in DNA sequencing and machine learning are providing insights into protein
sequences and structures on an enormous scale. However, the energetics driving folding …

Global analysis of protein folding using massively parallel design, synthesis, and testing

GJ Rocklin, TM Chidyausiku, I Goreshnik, A Ford… - Science, 2017 - science.org
Proteins fold into unique native structures stabilized by thousands of weak interactions that
collectively overcome the entropic cost of folding. Although these forces are “encoded” in the …

How fast-folding proteins fold

K Lindorff-Larsen, S Piana, RO Dror, DE Shaw - Science, 2011 - science.org
An outstanding challenge in the field of molecular biology has been to understand the
process by which proteins fold into their characteristic three-dimensional structures. Here …

Folding simulations for proteins with diverse topologies are accessible in days with a physics-based force field and implicit solvent

H Nguyen, J Maier, H Huang, V Perrone… - Journal of the …, 2014 - ACS Publications
The millisecond time scale needed for molecular dynamics simulations to approach the
quantitative study of protein folding is not yet routine. One approach to extend the simulation …

Overcoming the barrier of orbital-free density functional theory for molecular systems using deep learning

H Zhang, S Liu, J You, C Liu, S Zheng, Z Lu… - Nature Computational …, 2024 - nature.com
Orbital-free density functional theory (OFDFT) is a quantum chemistry formulation that has a
lower cost scaling than the prevailing Kohn–Sham DFT, which is increasingly desired for …

[HTML][HTML] What lessons can be learned from studying the folding of homologous proteins?

AA Nickson, J Clarke - Methods, 2010 - Elsevier
The studies of the folding of structurally related proteins have proved to be a very important
tool for investigating protein folding. Here we review some of the insights that have been …

When MELD Meets GaMD: Accelerating Biomolecular Landscape Exploration

M Caparotta, A Perez - Journal of Chemical Theory and …, 2023 - ACS Publications
We introduce Gaussian accelerated MELD (GaMELD) as a new method for exploring the
energy landscape of biomolecules. GaMELD combines the strengths of Gaussian …

Direct observation of ultrafast folding and denatured state dynamics in single protein molecules

H Neuweiler, CM Johnson… - Proceedings of the …, 2009 - National Acad Sciences
Single-molecule fluorescence resonance energy transfer (smFRET) experiments are
extremely useful in studying protein folding but are generally limited to time scales of greater …

[图书][B] Molecular biology of assemblies and machines

A Steven, W Baumeister, LN Johnson, RN Perham - 2016 - taylorfrancis.com
Molecular Biology of Assemblies and Machines provides a comprehensive narrative of the
ways in which macromolecular structures assemble and how they interact with other …