De novo design of a β -helix tau protein scaffold: An oligomer-selective vaccine immunogen candidate for Alzheimer’s disease
Open accessPreprint — published as 10.1021/acschemneuro.3c00007
Abstract
Tau pathology is associated with many neurodegenetive disorders, including Alzheimer’s disease (AD), where the spatio-temporal pattern of tau neurofibrillary tangles strongly correlates with disease progression, which motivates therapeutics selective for misfolded tau. Here, we introduce a new avidity-enhanced, multi-epitope approach for protein misfolding immunogen design, which is predicted to mimic the conformational state of an exposed epitope in toxic tau oligomers. A predicted oligomer-selective tau epitope 343 KLDFK 347 was scaffolded by designing a β -helix structure that incorporated multiple instances of the 16-residue tau fragment 339 VKSEKLDFKDRVQSKI 354 . Largescale conformational ensemble analyses involving Jensen-Shannon Divergence and the embedding depth 𝒟 showed that the multi-epitope scaffolding approach, employed in designing the β -helix scaffold, was predicted to better discriminate toxic tau oligomers than other “monovalent” strategies utilizing a single instance of an epitope for vaccine immunogen design. Using Rosetta, 10,000 sequences were designed and screened for the linker portions of the β -helix scaffold, along with a C-terminal stabilizing α -helix that interacts with the linkers, to optimize the folded structure and stability of the scaffold. Structures were ranked by energy, and the lowest 1% (82 unique sequences) were verified using AlphaFold. Several selection criteria involving AlphaFold are implemented to obtain a lead designed sequence. The structure was further predicted to have free energetic stability by using Hamiltonian replica exchange molecular dynamics (MD) simulations. The synthesized β -helix scaffold showed direct binding in surface plasmon resonance (SPR) experiments to several antibodies that were raised to the structured epitope using a designed cyclic peptide. Moreover the strength of binding of these antibodies to in vitro tau oligomers correlated with the strength of binding to the β -helix construct, suggesting that the construct presents an oligomer-like conformation and may thus constitute an effective oligomer-selective immunogen.
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Cites
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764 · see citing works
High‐accuracy protein structure prediction in <scp>CASP14</scp>
Pereira, J., Simpkin, A. J., Hartmann, M. D., Rigden, D. J., Keegan, R. M., & Lupas, A. N. (2021) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.26171 · Cited by 314 · see citing works
Different tau species lead to heterogeneous tau pathology propagation and misfolding
Dujardin, S., Bégard, S., Caillierez, R., Lachaud, C., Carrier, S., Lieger, S., Gonzalez, J. A., Deramecourt, V., Déglon, N., Maurage, C.-A., et al. (2018) · Acta Neuropathologica Communications · doi:10.1186/s40478-018-0637-7 · Cited by 109 · see citing works
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- Authors
- Aina, A., Hsueh, S. C. C., Gibbs, E., Peng, X., Cashman, N. R., & Plotkin, S. S.
- Affiliations
- University of British Columbia (CA)
- Corresponding author
- Plotkin, Steven S.
- Venue
- ACS Chemical Neuroscience
- Publisher
- openRxiv
- Published
- 2023-06-10
- Volume
- 14
- Issue
- 15
- Pages
- 2603-2617
- ISSN
- 1948-7193 (ISSN-L)
- OpenAlex
- W4384560588
- Cited by
- 8
- References
- 3
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 3
- FWCI
- 1.42
- Type
- journal article
- Language
- en
- Open access
- green
- dx.doi.org
- Locations
- ACS Chemical Neuroscience (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed (publishedVersion)
- Funders
- Compute Canada (RRG3071)
- Mitacs
- University of British Columbia
- Alberta Innovates (PTM13007)
- Canadian Institutes of Health Research (RRG 3071)
- Alberta Prion Research Institute (PTM13007)
- Topics
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › vaccines and immunoinformatics approaches
- Keywords
- tau protein, Alzheimer's disease, tau oligomers, epitope mimicry, antibody binding, Hamiltonian replica exchange molecular dynamics, de novo protein design
- MeSH terms
- Alzheimer Disease, Antibodies, Epitopes, Humans, Vaccines, Amyloid beta-Peptides, Neurofibrillary Tangles, tau Proteins
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