RNA structural dynamics as captured by molecular simulations: a comprehensive overview

J Sponer, G Bussi, M Krepl, P Banáš, S Bottaro… - Chemical …, 2018 - ACS Publications
With both catalytic and genetic functions, ribonucleic acid (RNA) is perhaps the most
pluripotent chemical species in molecular biology, and its functions are intimately linked to …

Amyloid β protein and Alzheimer's disease: When computer simulations complement experimental studies

J Nasica-Labouze, PH Nguyen, F Sterpone… - Chemical …, 2015 - ACS Publications
Alzheimer's disease (AD) challenges our society with an annual estimated cost of $1.08
trillion in the United States alone by 2050. 1 AD is a progressive irreversible neurological …

Markov state models of biomolecular conformational dynamics

JD Chodera, F Noé - Current opinion in structural biology, 2014 - Elsevier
It has recently become practical to construct Markov state models (MSMs) that reproduce the
long-time statistical conformational dynamics of biomolecules using data from molecular …

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 …

Markov state models to study the functional dynamics of proteins in the wake of machine learning

KA Konovalov, IC Unarta, S Cao, EC Goonetilleke… - JACS Au, 2021 - ACS Publications
Markov state models (MSMs) based on molecular dynamics (MD) simulations are routinely
employed to study protein folding, however, their application to functional conformational …

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 …

Markov state models provide insights into dynamic modulation of protein function

D Shukla, CX Hernández, JK Weber… - Accounts of chemical …, 2015 - ACS Publications
Conspectus Protein function is inextricably linked to protein dynamics. As we move from a
static structural picture to a dynamic ensemble view of protein structure and function, novel …

An efficient path classification algorithm based on variational autoencoder to identify metastable path channels for complex conformational changes

Y Qiu, MS O'Connor, M Xue, B Liu… - Journal of chemical …, 2023 - ACS Publications
Conformational changes (ie, dynamic transitions between pairs of conformational states)
play important roles in many chemical and biological processes. Constructing the Markov …

Comparison of force fields for Alzheimer's A: A case study for intrinsically disordered proteins

M Carballo‐Pacheco, B Strodel - Protein science, 2017 - Wiley Online Library
Intrinsically disordered proteins are essential for biological processes such as cell
signalling, but are also associated to devastating diseases including Alzheimer's disease …

The OPEP protein model: from single molecules, amyloid formation, crowding and hydrodynamics to DNA/RNA systems

F Sterpone, S Melchionna, P Tuffery… - Chemical Society …, 2014 - pubs.rsc.org
The OPEP coarse-grained protein model has been applied to a wide range of applications
since its first release 15 years ago. The model, which combines energetic and structural …