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Parameters and determinants of responses to selection in antibody libraries

The sequences of antibodies from a given repertoire are highly diverse at few sites located on the surface of a genome-encoded larger scaffold. The scaffold is often considered to play a lesser role than highly diverse, non-genome-encoded sites in controlling binding affinity and specificity. To gau...

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Autores principales: Schulz, Steven, Boyer, Sébastien, Smerlak, Matteo, Cocco, Simona, Monasson, Rémi, Nizak, Clément, Rivoire, Olivier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993935/
https://www.ncbi.nlm.nih.gov/pubmed/33765014
http://dx.doi.org/10.1371/journal.pcbi.1008751
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author Schulz, Steven
Boyer, Sébastien
Smerlak, Matteo
Cocco, Simona
Monasson, Rémi
Nizak, Clément
Rivoire, Olivier
author_facet Schulz, Steven
Boyer, Sébastien
Smerlak, Matteo
Cocco, Simona
Monasson, Rémi
Nizak, Clément
Rivoire, Olivier
author_sort Schulz, Steven
collection PubMed
description The sequences of antibodies from a given repertoire are highly diverse at few sites located on the surface of a genome-encoded larger scaffold. The scaffold is often considered to play a lesser role than highly diverse, non-genome-encoded sites in controlling binding affinity and specificity. To gauge the impact of the scaffold, we carried out quantitative phage display experiments where we compare the response to selection for binding to four different targets of three different antibody libraries based on distinct scaffolds but harboring the same diversity at randomized sites. We first show that the response to selection of an antibody library may be captured by two measurable parameters. Second, we provide evidence that one of these parameters is determined by the degree of affinity maturation of the scaffold, affinity maturation being the process by which antibodies accumulate somatic mutations to evolve towards higher affinities during the natural immune response. In all cases, we find that libraries of antibodies built around maturated scaffolds have a lower response to selection to other arbitrary targets than libraries built around germline-based scaffolds. We thus propose that germline-encoded scaffolds have a higher selective potential than maturated ones as a consequence of a selection for this potential over the long-term evolution of germline antibody genes. Our results are a first step towards quantifying the evolutionary potential of biomolecules.
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spelling pubmed-79939352021-04-05 Parameters and determinants of responses to selection in antibody libraries Schulz, Steven Boyer, Sébastien Smerlak, Matteo Cocco, Simona Monasson, Rémi Nizak, Clément Rivoire, Olivier PLoS Comput Biol Research Article The sequences of antibodies from a given repertoire are highly diverse at few sites located on the surface of a genome-encoded larger scaffold. The scaffold is often considered to play a lesser role than highly diverse, non-genome-encoded sites in controlling binding affinity and specificity. To gauge the impact of the scaffold, we carried out quantitative phage display experiments where we compare the response to selection for binding to four different targets of three different antibody libraries based on distinct scaffolds but harboring the same diversity at randomized sites. We first show that the response to selection of an antibody library may be captured by two measurable parameters. Second, we provide evidence that one of these parameters is determined by the degree of affinity maturation of the scaffold, affinity maturation being the process by which antibodies accumulate somatic mutations to evolve towards higher affinities during the natural immune response. In all cases, we find that libraries of antibodies built around maturated scaffolds have a lower response to selection to other arbitrary targets than libraries built around germline-based scaffolds. We thus propose that germline-encoded scaffolds have a higher selective potential than maturated ones as a consequence of a selection for this potential over the long-term evolution of germline antibody genes. Our results are a first step towards quantifying the evolutionary potential of biomolecules. Public Library of Science 2021-03-25 /pmc/articles/PMC7993935/ /pubmed/33765014 http://dx.doi.org/10.1371/journal.pcbi.1008751 Text en © 2021 Schulz et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Schulz, Steven
Boyer, Sébastien
Smerlak, Matteo
Cocco, Simona
Monasson, Rémi
Nizak, Clément
Rivoire, Olivier
Parameters and determinants of responses to selection in antibody libraries
title Parameters and determinants of responses to selection in antibody libraries
title_full Parameters and determinants of responses to selection in antibody libraries
title_fullStr Parameters and determinants of responses to selection in antibody libraries
title_full_unstemmed Parameters and determinants of responses to selection in antibody libraries
title_short Parameters and determinants of responses to selection in antibody libraries
title_sort parameters and determinants of responses to selection in antibody libraries
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993935/
https://www.ncbi.nlm.nih.gov/pubmed/33765014
http://dx.doi.org/10.1371/journal.pcbi.1008751
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