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Accelerated Molecular Dynamics and AlphaFold Uncover a Missing Conformational State of Transporter Protein OxlT

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Ohnuki, Jun, Jaunet-Lahary, Titouan, Yamashita, Atsuko, Okazaki, Kei-ichi·2023·The Journal of Physical Chemistry Letters

Preprint — published as 10.1021/acs.jpclett.3c03052 · Paper page

Abstract

Transporter proteins change their conformation to carry their substrate across the cell membrane. The conformational dynamics are vital to understanding the transport function. We have studied the oxalate transporter (OxlT), an oxalate:formate antiporter from Oxalobacter formigenes , significant in avoiding kidney stone formation. The atomic structure of OxlT has been recently solved in the outward-open and occluded states. However, the inward-open conformation is still missing, hindering a complete understanding of the transporter. Here, we performed an accelerated molecular dynamics simulation to sample the extensive conformational space of OxlT and successfully obtained the inward-open conformation where cytoplasmic substrate formate binding was preferred over oxalate binding. We also identified critical interactions for the inward- open conformation. The results were complemented by the highly accurate structure prediction by AlphaFold2. Although AlphaFold2 solely predicted OxlT in the outward-open conformation, mutation of the identified critical residues made it partly predict the inward-open conformation, identifying possible state-shifting mutations. TOC GRAPHICS:

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  1. 2021, Forty Years of Oxalobacter Formigenes, a Gutsy Oxalate-Degrading Specialist, Appl. Environ. Microbiol, 87, e0054421, 10.1128/AEM.00544-21 · DOI · Paper page
  2. 1989, Oxalate:Formate Exchange, J. Biol. Chem, 264, 7244, 10.1016/S0021-9258(18)83227-6 · DOI
  3. 1992, Identification, Purification, and Reconstitution of OxlT, the Oxalate: Formate Antiport Protein of Oxalobacter Formigenes, J. Biol. Chem, 267, 10537, 10.1016/S0021-9258(19)50050-3 · DOI
  4. 2023, Structure and Mechanism of Oxalate Transporter OxlT in an Oxalate-Degrading Bacterium in the Gut Microbiota, Nat. Commun, 14, 1730, 10.1038/s41467-023-36883-5 · DOI
  5. 10.1038/211969a0 · DOI
  6. 10.1146/annurev-biochem-060815-014520 · DOI
  7. 10.1021/acs.chemrev.0c00983 · DOI
  8. 2019, Mechanism of the Electroneutral Sodium/Proton Antiporter PaNhaP from Transition- Path Shooting, Nat. Commun, 10, 1742, 10.1038/s41467-019-09739-0 · DOI
  9. 2021, How Do Antiporters Exchange Substrates across the Cell Membrane? An Atomic-Level Description of the Complete Exchange Cycle in NarK, Structure, 29, 922, 10.1016/j.str.2021.03.014 · DOI
  10. 10.1073/pnas.2105507118 · DOI
  11. 10.1063/1.1755656 · DOI
  12. 10.1021/acs.jctc.5b00436 · DOI
  13. Sala, D. ; Engelberger, F. ; Mchaourab, H. S. ; Meiler, J . Modeling Conformational States of Proteins with AlphaFold. Curr. Opin. Struct. Biol. 2023, 81, 102645. · DOI · Paper page
  14. 2022, SPEACH_AF: Sampling Protein Ensembles and Conformational Heterogeneity with Alphafold2, PLoS Comput. Biol, 18, e1010483, 10.1371/journal.pcbi.1010483 · DOI · Paper page
  15. 10.1101/2022.10.17.512570 · DOI
  16. 2022, Multi-State Modeling of G-Protein Coupled Receptors at Experimental Accuracy, Proteins: Struct. Funct. Bioinf, 90, 1873, 10.1002/prot.26382 · DOI · Paper page
  17. Sala, D. ; Hildebrand, P. W. ; Meiler, J . Biasing AlphaFold2 to Predict GPCRs and Kinases with User-Defined Functional or Structural Properties. Front Mol Biosci 2023, 10, 1121962. · DOI · Paper page
  18. 10.1038/S41592-022-01488-1 · DOI · Paper page
  19. 10.1016/j.jmb.2013.10.024 · DOI
  20. 2020, Ligand Gaussian Accelerated Molecular Dynamics (LiGaMD): Characterization of Ligand Binding Thermodynamics and Kinetics, J. Chem. Theory Comput, 16, 5526, 10.1021/acs.jctc.0c00395 · DOI
  21. 2020, Peptide Gaussian Accelerated Molecular Dynamics (Pep-GaMD): Enhanced Sampling and Free Energy and Kinetics Calculations of Peptide Binding, J. Chem. Phys, 153, 154109, 10.1063/5.0021399 · DOI
  22. 2022, Protein-Protein Interaction-Gaussian Accelerated Molecular Dynamics (PPI-GaMD): Characterization of Protein Binding Thermodynamics and Kinetics, J. Chem. Theory Comput, 18, 1275, 10.1021/acs.jctc.1c00974 · DOI
  23. 10.1038/ncomms8097 · DOI
  24. 10.1016/0021-9991(77)90121-8 · DOI · Paper page
  25. Johnson, L. S. ; Eddy, S. R. ; Portugaly, E . Hidden Markov Model Speed Heuristic and Iterative HMM Search Procedure. BMC Bioinformatics 2010, 11, 431. · DOI
  26. 10.1038/nmeth.1818 · DOI · Paper page
  27. 10.1038/nbt.3988 · DOI · Paper page
  28. 2013, Improved Contact Prediction in Proteins: Using Pseudolikelihoods to Infer Potts Models, Physical Review E, 87, 012707, 10.1103/PhysRevE.87.012707 · DOI · Paper page
  29. 2023, Protein Folds vs. Protein Folding: Differing Questions, Different Challenges, Proceedings of the National Academy of Sciences, 120, e2214423119, 10.1073/pnas.2214423119 · DOI
  30. 10.1093/bioinformatics/btac202 · DOI · Paper page
  31. 10.1002/pro.4353 · DOI · Paper page
  32. 2023, Reconstructing the Transport Cycle in the Sugar Porter Superfamily Using Coevolution- Powered Machine Learning, Elife, 12, e84805, 10.7554/eLife.84805 · DOI · Paper page
  33. 10.1038/s41594-021-00714-2 · DOI · Paper page
  34. 10.1371/journal.pone.0282689 · DOI · Paper page
  35. 2022, Utilization of AlphaFold2 to Predict MFS Protein Conformations after Selective Mutation, Int. J. Mol. Sci, 23, 7235, 10.3390/ijms23137235 · DOI

Metadata

Authors
Ohnuki, J., Jaunet-Lahary, T., Yamashita, A., & Okazaki, K.-I.
Affiliations
  • National Institutes of Natural Sciences (JP)
  • Okayama University (JP)
Corresponding author
Okazaki, Kei-ichi
Venue
The Journal of Physical Chemistry Letters
Publisher
openRxiv
Published
2023-10-27
Volume
15
Issue
3
Pages
725-732
ISSN
1948-7185 (ISSN-L)
OpenAlex
W4390830169
Cited by
14
References
3
Citations by year
2026: 5 · 2025: 5 · 2024: 4
FWCI
1.90
Type
journal article
Language
en
Open access
Locations
  • The Journal of Physical Chemistry Letters (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed (publishedVersion)
Funders
  • Nagase Science Technology Foundation
  • Japan Society for the Promotion of Science (JP22H02595, 23K23858, 23K14160)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Receptor Mechanisms and Signaling
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Structural Biology › Enzyme Structure and Function
Keywords
Oxalobacter formigenes, transporter conformational states, inward-open conformation, outward-open conformation, occluded state, accelerated molecular dynamics, AlphaFold2, oxalate binding, kidney stone prevention
MeSH terms
Formates, Oxalates, Protein Conformation, Antiporters, Membrane Transport Proteins, Molecular Dynamics Simulation

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CoChat. (2026). Citation check: Accelerated Molecular Dynamics and AlphaFold Uncover a Missing Conformational State of Transporter Protein OxlT. https://app.cochat.ai/papers/10.1101/2023.10.26.564285
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Ohnuki, J., Jaunet-Lahary, T., Yamashita, A., & Okazaki, K.-I. (2023). Accelerated Molecular Dynamics and AlphaFold Uncover a Missing Conformational State of Transporter Protein OxlT. The Journal of Physical Chemistry Letters. https://doi.org/10.1101/2023.10.26.564285