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Computational maturation of a single-domain antibody against Aβ42 aggregation
The expansion of structural databases and the increase in computing power are enabling approaches for antibody discovery based on computational design. It has already been shown that it is possible to use this approach to generate antibodies for specific epitopes on challenging targets. Here we desc...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society of Chemistry
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901120/ https://www.ncbi.nlm.nih.gov/pubmed/35475123 http://dx.doi.org/10.1039/d1sc03898b |
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author | Lin, Jiacheng Figazzolo, Chiara Metrick, Michael A. Sormanni, Pietro Vendruscolo, Michele |
author_facet | Lin, Jiacheng Figazzolo, Chiara Metrick, Michael A. Sormanni, Pietro Vendruscolo, Michele |
author_sort | Lin, Jiacheng |
collection | PubMed |
description | The expansion of structural databases and the increase in computing power are enabling approaches for antibody discovery based on computational design. It has already been shown that it is possible to use this approach to generate antibodies for specific epitopes on challenging targets. Here we describe an application of this procedure for antibody maturation through the computational design of mutational variants of increased potency. We illustrate this procedure in the case of a single-domain antibody targeting an epitope in the N-terminal region of Aβ42, a peptide whose aggregation is closely associated with Alzheimer's disease. We show that this approach enables the generation of an antibody variant with over 200-fold increased potency against the primary nucleation process in Aβ42 aggregation. Our results thus demonstrate that potentiated antibody variants can be obtained by computational maturation. |
format | Online Article Text |
id | pubmed-8901120 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society of Chemistry |
record_format | MEDLINE/PubMed |
spelling | pubmed-89011202022-04-25 Computational maturation of a single-domain antibody against Aβ42 aggregation Lin, Jiacheng Figazzolo, Chiara Metrick, Michael A. Sormanni, Pietro Vendruscolo, Michele Chem Sci Chemistry The expansion of structural databases and the increase in computing power are enabling approaches for antibody discovery based on computational design. It has already been shown that it is possible to use this approach to generate antibodies for specific epitopes on challenging targets. Here we describe an application of this procedure for antibody maturation through the computational design of mutational variants of increased potency. We illustrate this procedure in the case of a single-domain antibody targeting an epitope in the N-terminal region of Aβ42, a peptide whose aggregation is closely associated with Alzheimer's disease. We show that this approach enables the generation of an antibody variant with over 200-fold increased potency against the primary nucleation process in Aβ42 aggregation. Our results thus demonstrate that potentiated antibody variants can be obtained by computational maturation. The Royal Society of Chemistry 2021-10-07 /pmc/articles/PMC8901120/ /pubmed/35475123 http://dx.doi.org/10.1039/d1sc03898b Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by-nc/3.0/ |
spellingShingle | Chemistry Lin, Jiacheng Figazzolo, Chiara Metrick, Michael A. Sormanni, Pietro Vendruscolo, Michele Computational maturation of a single-domain antibody against Aβ42 aggregation |
title | Computational maturation of a single-domain antibody against Aβ42 aggregation |
title_full | Computational maturation of a single-domain antibody against Aβ42 aggregation |
title_fullStr | Computational maturation of a single-domain antibody against Aβ42 aggregation |
title_full_unstemmed | Computational maturation of a single-domain antibody against Aβ42 aggregation |
title_short | Computational maturation of a single-domain antibody against Aβ42 aggregation |
title_sort | computational maturation of a single-domain antibody against aβ42 aggregation |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901120/ https://www.ncbi.nlm.nih.gov/pubmed/35475123 http://dx.doi.org/10.1039/d1sc03898b |
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