Calculation of minimum energy pathways in transport proteins

Although static structures of protein metastable states are well-studied, the fleeting transitions between these states are difficult to experimentally observe or predict. We present a computationally inexpensive algorithm, "cold-inbetweening", which generates trajectories between experimentally determined end-states. Here we apply cold-inbetweening to provide mechanistic insight into the ubiquitous alternate access model of operation in three membrane transporter superfamilies. Here, we study DraNramp from Deinococcus radiodurans, 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 accordance with the alternate access hypothesis. In the MATE transporter, switching conformation involves obligatory rewinding of the N-terminal helix to avoid steric backbone clashes. This concurrently plugs the cavernous ligand-binding site mid-conformational change. Cold-inbetweening can generate hypotheses about large functionally relevant protein conformational changes.

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Publication Details

Journal
Communications Chemistry
Published
2025-11-25
DOI
https://doi.org/10.1038/s42004-025-01754-1
Primary Topic
Protein Structure and Dynamics
Type
article
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article

Calculation of minimum energy pathways in transport proteins

Helen M. Ginn, Briony A. Yorke
Communications Chemistry
Protein Structure and Dynamics
article

Calculation of minimum energy pathways in transport proteins

Helen M. Ginn, Briony A. Yorke
article en

Abstract

Although static structures of protein metastable states are well-studied, the fleeting transitions between these states are difficult to experimentally observe or predict. We present a computationally inexpensive algorithm, "cold-inbetweening", which generates trajectories between experimentally determined end-states. Here we apply cold-inbetweening to provide mechanistic insight into the ubiquitous alternate access model of operation in three membrane transporter superfamilies. Here, we study DraNramp from Deinococcus radiodurans, 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 accordance with the alternate access hypothesis. In the MATE transporter, switching conformation involves obligatory rewinding of the N-terminal helix to avoid steric backbone clashes. This concurrently plugs the cavernous ligand-binding site mid-conformational change. Cold-inbetweening can generate hypotheses about large functionally relevant protein conformational changes.

Communications ChemistryVol. 8(1)
University of Leeds (GB), Universität Hamburg (DE), Deutsches Elektronen-Synchrotron DESY (DE), Center for Free-Electron Laser Science (DE), Hamburg University of Technology (DE)
Openalex Percentile: Top 67%
Protein Structure and Dynamics
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