Communications ChemistryBiophysicsPeer-reviewed journal article
Calculation of minimum energy pathways in transport proteins.
Abstract
1Diverse conformations of highly populated protein metastable states are well-studied, but the fleeting transitions between these states cannot be observed by experimental methods or molecular dynamics simulations. To address this, we present a computationally inexpensive algorithm, "cold-inbetweening", which generates trajectories in torsion angle space, by minimising the overall kinetic energy needed to complete a transition between experimentally determined end-states. Here we demonstrate the application of cold-inbetweening to provide mechanistic insight into the ubiquitous alternate access model of operation in three membrane transporter superfamilies. The model proposes mutually exclusive outward and inward pore opening, allowing ligand translocation but preventing damage from free solvent flow. Here, we study DraNramp from Deinococcus radiodurians, MalT from Bacillus cereus, and MATE from Pyrococcus furiosus. In MalT, the trajectory demonstrates elevator transport through unwinding of a supporter arm helix, maintaining adequate space to transport maltose. In DraNramp, outward-gate closure occurs prior to inward-gate opening, in agreement with the alternate access model. In the MATE transporter, switching conformation involves obligatory rewinding of an extended N-terminal helix to avoid steric backbone clashes. This concurrently plugs the cavernous ligand-binding site during the conformational change. More generally, cold-inbetweening can be used to inform hypotheses about large functionally relevant conformational changes.
- assay: structural biology
- research focus: protein folding & dynamics
- approach: deep learning
- approach: statistical model
- Citations
- 1
- FWCI
- 0.24
- Field percentile
- 47th percentile
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
- The high-energy transition state of a membrane transporter
G. H. M. Huysmans, D. Ciftci, … O. Boudker·bioRxiv·Apr 17, 2020
- Structures in multiple conformations reveal distinct transition metal and proton pathways in an Nramp transporter
A. T. Bozzi, C. M. Zimanyi, … R. Gaudet·bioRxiv·Aug 29, 2018
- Alternating Access of a Neurotransmitter:Sodium Symporter Bacterial Homolog Determined from AlphaFold2 Ensembles and DEER Spectroscopy
Alexandra C. Schwartz, Richard A. Stein, … Hassane S. Mchaourab·Proceedings of the National Academy of SciencesPeer-reviewed·Sep 20, 2024
- Accelerated Molecular Dynamics and AlphaFold Uncover a Missing Conformational State of Transporter Protein OxlT
J. Ohnuki, T. Jaunet-Lahary, … K.-i. Okazaki·bioRxiv·Oct 26, 2023
- Transmembrane helix 6b links proton- and metal-release pathways to drive conformational change in an Nramp transition metal transporter
A. T. Bozzi, A. L. McCabe, … R. Gaudet·bioRxiv·Oct 3, 2019
- Free energy landscape for the entire transport cycle of triose-phosphate/phosphate translocator
M. Takemoto, Y. Lee, … O. Nureki·bioRxiv·Oct 20, 2017