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Insights into next generation sequencing guided antibody selection strategies
Therapeutic antibody discovery often relies on in-vitro display methods to identify lead candidates. Assessing selected output diversity traditionally involves random colony picking and Sanger sequencing, which has limitations. Next-generation sequencing (NGS) offers a cost-effective solution with i...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603065/ https://www.ncbi.nlm.nih.gov/pubmed/37884618 http://dx.doi.org/10.1038/s41598-023-45538-w |
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author | Erasmus, M. Frank Ferrara, Fortunato D’Angelo, Sara Spector, Laura Leal-Lopes, Camila Teixeira, André A. Sørensen, Jesper Nagpal, Suhani Perea-Schmittle, Kathryn Choudhary, Alok Honnen, William Calianese, David Antonio Rodriguez Carnero, Luis Cocklin, Simon Greiff, Victor Pinter, Abraham Bradbury, Andrew R. M. |
author_facet | Erasmus, M. Frank Ferrara, Fortunato D’Angelo, Sara Spector, Laura Leal-Lopes, Camila Teixeira, André A. Sørensen, Jesper Nagpal, Suhani Perea-Schmittle, Kathryn Choudhary, Alok Honnen, William Calianese, David Antonio Rodriguez Carnero, Luis Cocklin, Simon Greiff, Victor Pinter, Abraham Bradbury, Andrew R. M. |
author_sort | Erasmus, M. Frank |
collection | PubMed |
description | Therapeutic antibody discovery often relies on in-vitro display methods to identify lead candidates. Assessing selected output diversity traditionally involves random colony picking and Sanger sequencing, which has limitations. Next-generation sequencing (NGS) offers a cost-effective solution with increased read depth, allowing a comprehensive understanding of diversity. Our study establishes NGS guidelines for antibody drug discovery, demonstrating its advantages in expanding the number of unique HCDR3 clusters, broadening the number of high affinity antibodies, expanding the total number of antibodies recognizing different epitopes, and improving lead prioritization. Surprisingly, our investigation into the correlation between NGS-derived frequencies of CDRs and affinity revealed a lack of association, although this limitation could be moderately mitigated by leveraging NGS clustering, enrichment and/or relative abundance across different regions to enhance lead prioritization. This study highlights NGS benefits, offering insights, recommendations, and the most effective approach to leverage NGS in therapeutic antibody discovery. |
format | Online Article Text |
id | pubmed-10603065 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106030652023-10-28 Insights into next generation sequencing guided antibody selection strategies Erasmus, M. Frank Ferrara, Fortunato D’Angelo, Sara Spector, Laura Leal-Lopes, Camila Teixeira, André A. Sørensen, Jesper Nagpal, Suhani Perea-Schmittle, Kathryn Choudhary, Alok Honnen, William Calianese, David Antonio Rodriguez Carnero, Luis Cocklin, Simon Greiff, Victor Pinter, Abraham Bradbury, Andrew R. M. Sci Rep Article Therapeutic antibody discovery often relies on in-vitro display methods to identify lead candidates. Assessing selected output diversity traditionally involves random colony picking and Sanger sequencing, which has limitations. Next-generation sequencing (NGS) offers a cost-effective solution with increased read depth, allowing a comprehensive understanding of diversity. Our study establishes NGS guidelines for antibody drug discovery, demonstrating its advantages in expanding the number of unique HCDR3 clusters, broadening the number of high affinity antibodies, expanding the total number of antibodies recognizing different epitopes, and improving lead prioritization. Surprisingly, our investigation into the correlation between NGS-derived frequencies of CDRs and affinity revealed a lack of association, although this limitation could be moderately mitigated by leveraging NGS clustering, enrichment and/or relative abundance across different regions to enhance lead prioritization. This study highlights NGS benefits, offering insights, recommendations, and the most effective approach to leverage NGS in therapeutic antibody discovery. Nature Publishing Group UK 2023-10-26 /pmc/articles/PMC10603065/ /pubmed/37884618 http://dx.doi.org/10.1038/s41598-023-45538-w 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 Erasmus, M. Frank Ferrara, Fortunato D’Angelo, Sara Spector, Laura Leal-Lopes, Camila Teixeira, André A. Sørensen, Jesper Nagpal, Suhani Perea-Schmittle, Kathryn Choudhary, Alok Honnen, William Calianese, David Antonio Rodriguez Carnero, Luis Cocklin, Simon Greiff, Victor Pinter, Abraham Bradbury, Andrew R. M. Insights into next generation sequencing guided antibody selection strategies |
title | Insights into next generation sequencing guided antibody selection strategies |
title_full | Insights into next generation sequencing guided antibody selection strategies |
title_fullStr | Insights into next generation sequencing guided antibody selection strategies |
title_full_unstemmed | Insights into next generation sequencing guided antibody selection strategies |
title_short | Insights into next generation sequencing guided antibody selection strategies |
title_sort | insights into next generation sequencing guided antibody selection strategies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603065/ https://www.ncbi.nlm.nih.gov/pubmed/37884618 http://dx.doi.org/10.1038/s41598-023-45538-w |
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