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Exploiting conformational dynamics to modulate the function of designed proteins
With the recent success in calculating protein structures from amino acid sequences using artificial intelligence-based algorithms, an important next step is to decipher how dynamics is encoded by the primary protein sequence so as to better predict function. Such dynamics information is critical fo...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161014/ https://www.ncbi.nlm.nih.gov/pubmed/37094170 http://dx.doi.org/10.1073/pnas.2303149120 |
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author | Rennella, Enrico Sahtoe, Danny D. Baker, David Kay, Lewis E. |
author_facet | Rennella, Enrico Sahtoe, Danny D. Baker, David Kay, Lewis E. |
author_sort | Rennella, Enrico |
collection | PubMed |
description | With the recent success in calculating protein structures from amino acid sequences using artificial intelligence-based algorithms, an important next step is to decipher how dynamics is encoded by the primary protein sequence so as to better predict function. Such dynamics information is critical for protein design, where strategies could then focus not only on sequences that fold into particular structures that perform a given task, but would also include low-lying excited protein states that could influence the function of the designed protein. Herein, we illustrate the importance of dynamics in modulating the function of C34, a designed α/β protein that captures β-strands of target ligands and is a member of a family of proteins designed to sequester β-strands and β hairpins of aggregation-prone molecules that lead to a variety of pathologies. Using a strategy to “see” regions of apo C34 that are invisible to NMR spectroscopy as a result of pervasive conformational exchange, as well as a mutagenesis approach whereby C34 molecules are stabilized into a single conformer, we determine the structures of the predominant conformations that are sampled by C34 and show that these attenuate the affinity for cognate peptide. Subsequently, the observed motion is exploited to develop an allosterically regulated peptide binder whose binding affinity can be controlled through the addition of a second molecule. Our study emphasizes the unique role that NMR can play in directing the design process and in the construction of new molecules with more complex functionality. |
format | Online Article Text |
id | pubmed-10161014 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-101610142023-10-24 Exploiting conformational dynamics to modulate the function of designed proteins Rennella, Enrico Sahtoe, Danny D. Baker, David Kay, Lewis E. Proc Natl Acad Sci U S A Biological Sciences With the recent success in calculating protein structures from amino acid sequences using artificial intelligence-based algorithms, an important next step is to decipher how dynamics is encoded by the primary protein sequence so as to better predict function. Such dynamics information is critical for protein design, where strategies could then focus not only on sequences that fold into particular structures that perform a given task, but would also include low-lying excited protein states that could influence the function of the designed protein. Herein, we illustrate the importance of dynamics in modulating the function of C34, a designed α/β protein that captures β-strands of target ligands and is a member of a family of proteins designed to sequester β-strands and β hairpins of aggregation-prone molecules that lead to a variety of pathologies. Using a strategy to “see” regions of apo C34 that are invisible to NMR spectroscopy as a result of pervasive conformational exchange, as well as a mutagenesis approach whereby C34 molecules are stabilized into a single conformer, we determine the structures of the predominant conformations that are sampled by C34 and show that these attenuate the affinity for cognate peptide. Subsequently, the observed motion is exploited to develop an allosterically regulated peptide binder whose binding affinity can be controlled through the addition of a second molecule. Our study emphasizes the unique role that NMR can play in directing the design process and in the construction of new molecules with more complex functionality. National Academy of Sciences 2023-04-24 2023-05-02 /pmc/articles/PMC10161014/ /pubmed/37094170 http://dx.doi.org/10.1073/pnas.2303149120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Rennella, Enrico Sahtoe, Danny D. Baker, David Kay, Lewis E. Exploiting conformational dynamics to modulate the function of designed proteins |
title | Exploiting conformational dynamics to modulate the function of designed proteins |
title_full | Exploiting conformational dynamics to modulate the function of designed proteins |
title_fullStr | Exploiting conformational dynamics to modulate the function of designed proteins |
title_full_unstemmed | Exploiting conformational dynamics to modulate the function of designed proteins |
title_short | Exploiting conformational dynamics to modulate the function of designed proteins |
title_sort | exploiting conformational dynamics to modulate the function of designed proteins |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161014/ https://www.ncbi.nlm.nih.gov/pubmed/37094170 http://dx.doi.org/10.1073/pnas.2303149120 |
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