eLifeBioinformaticsPeer-reviewed journal article
Hidden GPCR structural transitions addressed by multiple walker supervised molecular dynamics (mwSuMD)
Giuseppe DeganuttiiD, Ludovico PipitòiD, Roxana‐Maria RujaniD, Tal Weizmann, Peter Griffin, Antonella CiancettaiD, Stefano MoroiD, Christopher Arthur ReynoldsiD
Abstract
The structural basis for the pharmacology of G protein-coupled receptors (GPCRs), the most abundant membrane proteins and the target of about 35% of approved drugs, is still a matter of intense study. What makes GPCRs challenging to study is the inherent flexibility and the metastable nature of interaction with extra-and intracellular partners that drive their effects. Here, we present a molecular dynamics (MD) adaptive sampling algorithm, namely multiple walker supervised molecular dynamics (mwSuMD), to address complex structural transitions involving GPCRs without energy input. We first report the binding and unbinding of the vasopressin peptide from its receptor V2. Successively, we present the complete transition of the glucagon-like peptide-1 receptor (GLP-1R) from inactive to active, agonist and Gs-bound state, and the GDP release from Gs. To our knowledge, this is the first time the whole sequence of events leading from an inactive GPCR to the GDP release is simulated without any energy bias. We demonstrate that mwSuMD can address complex binding processes intrinsically linked to protein dynamics out of reach of classic MD.
- Citations
- 13
- FWCI
- 3.32
- Field percentile
- top 7%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Unveiling G-Protein-Coupled Receptor Conformational Dynamics via Metadynamics Simulations and Markov State Models
Rita Ann Roessner, Nicolas Floquet, Maxime Louet·Journal of Chemical Information and ModelingPeer-reviewed·Apr 24, 2025
- GPCRmd uncovers the dynamics of the 3D-GPCRome
I. Rodriguez-Espigares, M. Torrens-Fontanals, … Wein·Nature MethodsPeer-reviewed·Jul 13, 2020
- Identification of ligand-specific G-protein coupled receptor states and prediction of downstream efficacy via data-driven modeling
O. Fleetwood, J. Carlsson, L. Delemotte·eLifePeer-reviewed·Jan 28, 2021
- Visualizing the M2 muscarinic acetylcholine receptor activation regulated by aromatic ring dynamics
- Biased activation of the vasopressin V2 receptor probed by NMR, paramagnetic ligands, and molecular dynamics simulations
G. Gaibelet, A. Fouillen, … H. Demene·bioRxiv·Jun 6, 2023
- Structure and function of an intermediate GPCR-G protein complex