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Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations

We develop integrated co-evolution and dynamic coupling (ICDC) approach to identify, mutate, and assess distal sites to modulate function. We validate the approach first by analyzing the existing mutational fitness data of TEM-1 β-lactamase and show that allosteric positions co-evolved and dynamical...

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Autores principales: Kazan, I Can, Sharma, Prerna, Rahman, Mohammad Imtiazur, Bobkov, Andrey, Fromme, Raimund, Ghirlanda, Giovanna, Ozkan, S Banu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9725752/
https://www.ncbi.nlm.nih.gov/pubmed/36472898
http://dx.doi.org/10.7554/eLife.67474
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author Kazan, I Can
Sharma, Prerna
Rahman, Mohammad Imtiazur
Bobkov, Andrey
Fromme, Raimund
Ghirlanda, Giovanna
Ozkan, S Banu
author_facet Kazan, I Can
Sharma, Prerna
Rahman, Mohammad Imtiazur
Bobkov, Andrey
Fromme, Raimund
Ghirlanda, Giovanna
Ozkan, S Banu
author_sort Kazan, I Can
collection PubMed
description We develop integrated co-evolution and dynamic coupling (ICDC) approach to identify, mutate, and assess distal sites to modulate function. We validate the approach first by analyzing the existing mutational fitness data of TEM-1 β-lactamase and show that allosteric positions co-evolved and dynamically coupled with the active site significantly modulate function. We further apply ICDC approach to identify positions and their mutations that can modulate binding affinity in a lectin, cyanovirin-N (CV-N), that selectively binds to dimannose, and predict binding energies of its variants through Adaptive BP-Dock. Computational and experimental analyses reveal that binding enhancing mutants identified by ICDC impact the dynamics of the binding pocket, and show that rigidification of the binding residues compensates for the entropic cost of binding. This work suggests a mechanism by which distal mutations modulate function through dynamic allostery and provides a blueprint to identify candidates for mutagenesis in order to optimize protein function.
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spelling pubmed-97257522022-12-07 Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations Kazan, I Can Sharma, Prerna Rahman, Mohammad Imtiazur Bobkov, Andrey Fromme, Raimund Ghirlanda, Giovanna Ozkan, S Banu eLife Structural Biology and Molecular Biophysics We develop integrated co-evolution and dynamic coupling (ICDC) approach to identify, mutate, and assess distal sites to modulate function. We validate the approach first by analyzing the existing mutational fitness data of TEM-1 β-lactamase and show that allosteric positions co-evolved and dynamically coupled with the active site significantly modulate function. We further apply ICDC approach to identify positions and their mutations that can modulate binding affinity in a lectin, cyanovirin-N (CV-N), that selectively binds to dimannose, and predict binding energies of its variants through Adaptive BP-Dock. Computational and experimental analyses reveal that binding enhancing mutants identified by ICDC impact the dynamics of the binding pocket, and show that rigidification of the binding residues compensates for the entropic cost of binding. This work suggests a mechanism by which distal mutations modulate function through dynamic allostery and provides a blueprint to identify candidates for mutagenesis in order to optimize protein function. eLife Sciences Publications, Ltd 2022-12-06 /pmc/articles/PMC9725752/ /pubmed/36472898 http://dx.doi.org/10.7554/eLife.67474 Text en © 2022, Kazan, Sharma, Rahman et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Structural Biology and Molecular Biophysics
Kazan, I Can
Sharma, Prerna
Rahman, Mohammad Imtiazur
Bobkov, Andrey
Fromme, Raimund
Ghirlanda, Giovanna
Ozkan, S Banu
Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations
title Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations
title_full Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations
title_fullStr Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations
title_full_unstemmed Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations
title_short Design of novel cyanovirin-N variants by modulation of binding dynamics through distal mutations
title_sort design of novel cyanovirin-n variants by modulation of binding dynamics through distal mutations
topic Structural Biology and Molecular Biophysics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9725752/
https://www.ncbi.nlm.nih.gov/pubmed/36472898
http://dx.doi.org/10.7554/eLife.67474
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