AlphaFold, artificial intelligence (AI), and allostery

R Nussinov, M Zhang, Y Liu, H Jang - The Journal of Physical …, 2022 - ACS Publications
AlphaFold has burst into our lives. A powerful algorithm that underscores the strength of
biological sequence data and artificial intelligence (AI). AlphaFold has appended projects …

Bridging molecular docking to molecular dynamics in exploring ligand-protein recognition process: An overview

V Salmaso, S Moro - Frontiers in pharmacology, 2018 - frontiersin.org
Computational techniques have been applied in the drug discovery pipeline since the
1980s. Given the low computational resources of the time, the first molecular modeling …

The roles of structural dynamics in the cellular functions of RNAs

LR Ganser, ML Kelly, D Herschlag… - … reviews Molecular cell …, 2019 - nature.com
RNAs fold into 3D structures that range from simple helical elements to complex tertiary
structures and quaternary ribonucleoprotein assemblies. The functions of many regulatory …

Insights into protein–ligand interactions: mechanisms, models, and methods

X Du, Y Li, YL **a, SM Ai, J Liang, P Sang… - International journal of …, 2016 - mdpi.com
Molecular recognition, which is the process of biological macromolecules interacting with
each other or various small molecules with a high specificity and affinity to form a specific …

The role of protein loops and linkers in conformational dynamics and allostery

E Papaleo, G Saladino, M Lambrughi… - Chemical …, 2016 - ACS Publications
Proteins are dynamic entities that undergo a plethora of conformational changes that may
take place on a wide range of time scales. These changes can be as small as the rotation of …

[HTML][HTML] Allostery in disease and in drug discovery

R Nussinov, CJ Tsai - Cell, 2013 - cell.com
Allostery is largely associated with conformational and functional transitions in individual
proteins. This concept can be extended to consider the impact of conformational …

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

G Wei, W **, 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 …

Activation of the A2A adenosine G-protein-coupled receptor by conformational selection

L Ye, N Van Eps, M Zimmer, OP Ernst, R Scott Prosser - Nature, 2016 - nature.com
Conformational selection and induced fit are two prevailing mechanisms, to explain the
molecular basis for ligand-based activation of receptors. G-protein-coupled receptors are the …

Ras conformational ensembles, allostery, and signaling

S Lu, H Jang, S Muratcioglu, A Gursoy, O Keskin… - Chemical …, 2016 - ACS Publications
Ras proteins are classical members of small GTPases that function as molecular switches by
alternating between inactive GDP-bound and active GTP-bound states. Ras activation is …

The role of dynamic conformational ensembles in biomolecular recognition

DD Boehr, R Nussinov, PE Wright - Nature chemical biology, 2009 - nature.com
Molecular recognition is central to all biological processes. For the past 50 years,
Koshland's' induced fit'hypothesis has been the textbook explanation for molecular …