Experimental Structures of Antibody/MHC-I Complexes Reveal Details of Epitopes Overlooked by Computational Prediction
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Abstract
mAbs to MHC class I (MHC-I) molecules have proved to be crucial reagents for tissue typing and fundamental studies of immune recognition. To augment our understanding of epitopic sites seen by a set of anti–MHC-I mAb, we determined X-ray crystal structures of four complexes of anti–MHC-I Fabs bound to peptide/MHC-I/β2-microglobulin (pMHC-I). An anti–H2-Dd mAb, two anti–MHC-I α3 domain mAbs, and an anti–β2-microglobulin mAb bind pMHC-I at sites consistent with earlier mutational and functional experiments, and the structures explain allelomorph specificity. Comparison of the experimentally determined structures with computationally derived models using AlphaFold Multimer showed that although predictions of the individual pMHC-I heterodimers were quite acceptable, the computational models failed to properly identify the docking sites of the mAb on pMHC-I. The experimental and predicted structures provide insight into strengths and weaknesses of purely computational approaches and suggest areas that merit additional attention.
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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
STRUCTURE, FUNCTION, AND DIVERSITY OF CLASS I MAJOR HISTOCOMPATIBILITY COMPLEX MOLECULES
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Benchmarking AlphaFold‐enabled molecular docking predictions for antibiotic discovery
Wong, F., Krishnan, A., Zheng, E. J., Stärk, H., Manson, A. L., Earl, A. M., Jaakkola, T., & Collins, J. J. (2022) · Molecular Systems Biology · doi:10.15252/msb.202211081 · Cited by 284 · see citing works
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Wu, D., Yin, R., Chen, G., Ribeiro-Filho, H. V., Cheung, M., Robbins, P. F., Mariuzza, R. A., & Pierce, B. G. (2024) · Science Advances · doi:10.1126/sciadv.adq6150 · Cited by 27 · see citing works
- Authors
- Boyd, L. F., Jiang, J., Ahmad, J., Natarajan, K., & Margulies, D. H.
- Affiliations
- National Institutes of Health (US)
- Corresponding author
- Margulies, David H
- Venue
- The Journal of Immunology
- Publisher
- Oxford University Press (OUP)
- Published
- 2024-03-08
- Volume
- 212
- Issue
- 8
- Pages
- 1366-1380
- ISSN
- 0022-1767 (ISSN-L)
- 1550-6606
- PMC
- PMC10982845
- OpenAlex
- W4392586126
- Cited by
- 6
- References
- 3
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 1
- FWCI
- 0.82
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Journal of Immunology (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, public-domain)
- Funders
- HHS | NIH | NIAID | Division of Intramural Research (ZIA AI000394-40, ZIA AI000622-32)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › vaccines and immunoinformatics approaches
- Physical Sciences › Materials Science › Materials Chemistry › Enzyme Structure and Function
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Keywords
- MHC class I, peptide-MHC class I complexes, beta2-microglobulin, epitope mapping, X-ray crystal structure, AlphaFold-Multimer, antibody-antigen binding
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