1. AlphaFold2 as a replacement for solution NMR structure determination of small proteins: Not so fast!
- Author
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Bonin JP, Aramini JM, Dong Y, Wu H, and Kay LE
- Subjects
- Protein Conformation, Models, Molecular, Proteins chemistry, Algorithms, Interleukin-18 chemistry, Software, Nuclear Magnetic Resonance, Biomolecular methods, Protein Folding
- Abstract
The determination of a protein's structure is often a first step towards the development of a mechanistic understanding of its function. Considerable advances in computational protein structure prediction have been made in recent years, with AlphaFold2 (AF2) emerging as the primary tool used by researchers for this purpose. While AF2 generally predicts accurate structures of folded proteins, we present here a case where AF2 incorrectly predicts the structure of a small, folded and compact protein with high confidence. This protein, pro-interleukin-18 (pro-IL-18), is the precursor of the cytokine IL-18. Interestingly, the structure of pro-IL-18 predicted by AF2 matches that of the mature cytokine, and not the corresponding experimentally determined structure of the pro-form of the protein. Thus, while computational structure prediction holds immense promise for addressing problems in protein biophysics, there is still a need for experimental structure determination, even in the context of small well-folded, globular proteins., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: [H.W. is a co-founder and chair of the scientific advisory board of Ventus Therapeutics. This relationship did not influence this study]., (Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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