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Increasing the melting temperature of VHH with the in silico free energy score

VHH, the antigen-binding fragment of a heavy chain-only antibody, is a useful component of antibody-based therapeutics. Thermal stability, represented by the melting temperature (Tm), is one of the key factors affecting the developability of antibody-based therapeutics. In this study, we examined wh...

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Autores principales: Tomimoto, Yusuke, Yamazaki, Rika, Shirai, Hiroki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10039853/
https://www.ncbi.nlm.nih.gov/pubmed/36966210
http://dx.doi.org/10.1038/s41598-023-32022-8
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author Tomimoto, Yusuke
Yamazaki, Rika
Shirai, Hiroki
author_facet Tomimoto, Yusuke
Yamazaki, Rika
Shirai, Hiroki
author_sort Tomimoto, Yusuke
collection PubMed
description VHH, the antigen-binding fragment of a heavy chain-only antibody, is a useful component of antibody-based therapeutics. Thermal stability, represented by the melting temperature (Tm), is one of the key factors affecting the developability of antibody-based therapeutics. In this study, we examined whether the in silico free energy score dStability can be used to design mutants with improved Tm compared to the anti-lysozyme VHH, D3-L11. After verifying that exhaustive mutagenesis was inefficient for improving Tm, we performed a two-round rational approach that combined dStability calculations with a small number of experiments. This method improved the Tm by more than 5 °C in several single mutants including A79I. It reduced the affinity for the antigen by less than 1.6-fold. We speculate that stabilization of A79I required exquisite compatibility among neighboring residues to fill in the internal cavity in the protein. Given that we identified only one mutation that could simultaneously improve Tm and almost maintain affinity, we concluded that achieving both is extremely difficult, even with single mutations that are not located in the paratope. Therefore, we recommend using a variety of approaches when trying to achieve such a feat. Our method will be a useful complementary approach to other existing methods.
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spelling pubmed-100398532023-03-27 Increasing the melting temperature of VHH with the in silico free energy score Tomimoto, Yusuke Yamazaki, Rika Shirai, Hiroki Sci Rep Article VHH, the antigen-binding fragment of a heavy chain-only antibody, is a useful component of antibody-based therapeutics. Thermal stability, represented by the melting temperature (Tm), is one of the key factors affecting the developability of antibody-based therapeutics. In this study, we examined whether the in silico free energy score dStability can be used to design mutants with improved Tm compared to the anti-lysozyme VHH, D3-L11. After verifying that exhaustive mutagenesis was inefficient for improving Tm, we performed a two-round rational approach that combined dStability calculations with a small number of experiments. This method improved the Tm by more than 5 °C in several single mutants including A79I. It reduced the affinity for the antigen by less than 1.6-fold. We speculate that stabilization of A79I required exquisite compatibility among neighboring residues to fill in the internal cavity in the protein. Given that we identified only one mutation that could simultaneously improve Tm and almost maintain affinity, we concluded that achieving both is extremely difficult, even with single mutations that are not located in the paratope. Therefore, we recommend using a variety of approaches when trying to achieve such a feat. Our method will be a useful complementary approach to other existing methods. Nature Publishing Group UK 2023-03-25 /pmc/articles/PMC10039853/ /pubmed/36966210 http://dx.doi.org/10.1038/s41598-023-32022-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Tomimoto, Yusuke
Yamazaki, Rika
Shirai, Hiroki
Increasing the melting temperature of VHH with the in silico free energy score
title Increasing the melting temperature of VHH with the in silico free energy score
title_full Increasing the melting temperature of VHH with the in silico free energy score
title_fullStr Increasing the melting temperature of VHH with the in silico free energy score
title_full_unstemmed Increasing the melting temperature of VHH with the in silico free energy score
title_short Increasing the melting temperature of VHH with the in silico free energy score
title_sort increasing the melting temperature of vhh with the in silico free energy score
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10039853/
https://www.ncbi.nlm.nih.gov/pubmed/36966210
http://dx.doi.org/10.1038/s41598-023-32022-8
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