Yorke, B.A. orcid.org/0000-0002-1868-8435 and Ginn, H.M. (2025) Calculation of minimum energy pathways in transport proteins. Communications Chemistry, 8. 377. ISSN: 2399-3669
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.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © The Author(s) 2025. This is an open access article under the terms of the Creative Commons Attribution License (CC-BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. |
| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Chemistry (Leeds) |
| Date Deposited: | 31 Oct 2025 12:24 |
| Last Modified: | 05 Mar 2026 11:11 |
| Status: | Published |
| Publisher: | Nature |
| Identification Number: | 10.1038/s42004-025-01754-1 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:233776 |
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