Reconstructing folding energy landscapes by single-molecule force spectroscopy

MT Woodside, SM Block - Annual review of biophysics, 2014 - annualreviews.org
Folding may be described conceptually in terms of trajectories over a landscape of free
energies corresponding to different molecular configurations. In practice, energy landscapes …

Probing the structural dynamics of proteins and nucleic acids with optical tweezers

DB Ritchie, MT Woodside - Current opinion in structural biology, 2015 - Elsevier
Highlights•Optical tweezers provide a sensitive tool to probe structural dynamics.•Native and
non-native folding can be characterized in detail.•Effects of intermolecular interactions on …

Structural dynamics of single SARS-CoV-2 pseudoknot molecules reveal topologically distinct conformers

K Neupane, M Zhao, A Lyons, S Munshi… - Nature …, 2021 - nature.com
The RNA pseudoknot that stimulates programmed ribosomal frameshifting in SARS-CoV-2
is a possible drug target. To understand how it responds to mechanical tension applied by …

Direct observation of transition paths during the folding of proteins and nucleic acids

K Neupane, DAN Foster, DR Dee, H Yu, F Wang… - Biophysical …, 2016 - cell.com
Transition paths are the trajectories followed during the fleeting moments when molecular
structure changes during folding reactions. Because they provide a direct look at the …

Three-state mechanism couples ligand and temperature sensing in riboswitches

A Reining, S Nozinovic, K Schlepckow, F Buhr, B Fürtig… - Nature, 2013 - nature.com
Riboswitches are cis-acting gene-regulatory RNA elements that can function at the level of
transcription, translation and RNA cleavage,,. The commonly accepted molecular …

Learning molecular dynamics with simple language model built upon long short-term memory neural network

ST Tsai, EJ Kuo, P Tiwary - Nature communications, 2020 - nature.com
Recurrent neural networks have led to breakthroughs in natural language processing and
speech recognition. Here we show that recurrent networks, specifically long short-term …

Mechanical strength of RNA knot in Zika virus protects against cellular defenses

M Zhao, MT Woodside - Nature Chemical Biology, 2021 - nature.com
Unusual knot-like structures recently discovered in viral exoribonuclease-resistant RNAs
(xrRNAs) prevent digestion by host RNases to create subgenomic RNAs enhancing …

Energy landscape analysis of native folding of the prion protein yields the diffusion constant, transition path time, and rates

H Yu, AN Gupta, X Liu, K Neupane… - Proceedings of the …, 2012 - National Acad Sciences
Protein folding is described conceptually in terms of diffusion over a configurational free-
energy landscape, typically reduced to a one-dimensional profile along a reaction …

Metabolite recognition principles and molecular mechanisms underlying riboswitch function

A Serganov, DJ Patel - Annual review of biophysics, 2012 - annualreviews.org
Riboswitches are mRNA elements capable of modulating gene expression in response to
specific binding by cellular metabolites. Riboswitches exert their function through the …

Protein folding trajectories can be described quantitatively by one-dimensional diffusion over measured energy landscapes

K Neupane, AP Manuel, MT Woodside - Nature Physics, 2016 - nature.com
Protein folding features a diffusive search over a multidimensional energy landscape in
conformational space for the minimum-energy structure. Experiments, however, are usually …