Evolution, energy landscapes and the paradoxes of protein folding

PG Wolynes - Biochimie, 2015 - Elsevier
Protein folding has been viewed as a difficult problem of molecular self-organization. The
search problem involved in folding however has been simplified through the evolution of …

Principles of protein stability and their application in computational design

A Goldenzweig, SJ Fleishman - Annual review of biochemistry, 2018 - annualreviews.org
Proteins are increasingly used in basic and applied biomedical research. Many proteins,
however, are only marginally stable and can be expressed in limited amounts, thus …

Discovering phases, phase transitions, and crossovers through unsupervised machine learning: A critical examination

W Hu, RRP Singh, RT Scalettar - Physical Review E, 2017 - APS
We apply unsupervised machine learning techniques, mainly principal component analysis
(PCA), to compare and contrast the phase behavior and phase transitions in several …

Protein Frustratometer 2: a tool to localize energetic frustration in protein molecules, now with electrostatics

RG Parra, NP Schafer, LG Radusky… - Nucleic acids …, 2016 - academic.oup.com
The protein frustratometer is an energy landscape theory-inspired algorithm that aims at
localizing and quantifying the energetic frustration present in protein molecules. Frustration …

AWSEM-IDP: a coarse-grained force field for intrinsically disordered proteins

H Wu, PG Wolynes, GA Papoian - The Journal of Physical …, 2018 - ACS Publications
The associative memory, water-mediated, structure and energy model (AWSEM) has been
successfully used to study protein folding, binding, and aggregation problems. In this work …

Maximum entropy optimized force field for intrinsically disordered proteins

AP Latham, B Zhang - Journal of chemical theory and …, 2019 - ACS Publications
Intrinsically disordered proteins (IDPs) constitute a significant fraction of eukaryotic
proteomes. High-resolution characterization of IDP conformational ensembles can help …

Surveying biomolecular frustration at atomic resolution

M Chen, X Chen, NP Schafer, C Clementi… - Nature …, 2020 - nature.com
To function, biomolecules require sufficient specificity of interaction as well as stability to live
in the cell while still being able to move. Thermodynamic stability of only a limited number of …

Exploring the free energy landscape of nucleosomes

B Zhang, W Zheng, GA Papoian… - Journal of the American …, 2016 - ACS Publications
The nucleosome is the fundamental unit for packaging the genome. A detailed molecular
picture for its conformational dynamics is crucial for understanding transcription and gene …

Comparing the aggregation free energy landscapes of amyloid beta (1–42) and amyloid beta (1–40)

W Zheng, MY Tsai, PG Wolynes - Journal of the American …, 2017 - ACS Publications
Using a predictive coarse-grained protein force field, we compute and compare the free
energy landscapes and relative stabilities of amyloid-β protein (1–42) and amyloid-β protein …

Is protein folding a thermodynamically unfavorable, active, energy-dependent process?

I Sorokina, AR Mushegian, EV Koonin - International journal of molecular …, 2022 - mdpi.com
The prevailing current view of protein folding is the thermodynamic hypothesis, under which
the native folded conformation of a protein corresponds to the global minimum of Gibbs free …