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Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice

Most current analysis tools for antibody next-generation sequencing data work with primary sequence descriptors, leaving accompanying structural information unharnessed. We have used novel rapid methods to structurally characterize the complementary-determining regions (CDRs) of more than 180 millio...

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Autores principales: Kovaltsuk, Aleksandr, Raybould, Matthew I. J., Wong, Wing Ki, Marks, Claire, Kelm, Sebastian, Snowden, James, Trück, Johannes, Deane, Charlotte M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048297/
https://www.ncbi.nlm.nih.gov/pubmed/32069281
http://dx.doi.org/10.1371/journal.pcbi.1007636
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author Kovaltsuk, Aleksandr
Raybould, Matthew I. J.
Wong, Wing Ki
Marks, Claire
Kelm, Sebastian
Snowden, James
Trück, Johannes
Deane, Charlotte M.
author_facet Kovaltsuk, Aleksandr
Raybould, Matthew I. J.
Wong, Wing Ki
Marks, Claire
Kelm, Sebastian
Snowden, James
Trück, Johannes
Deane, Charlotte M.
author_sort Kovaltsuk, Aleksandr
collection PubMed
description Most current analysis tools for antibody next-generation sequencing data work with primary sequence descriptors, leaving accompanying structural information unharnessed. We have used novel rapid methods to structurally characterize the complementary-determining regions (CDRs) of more than 180 million human and mouse B-cell receptor (BCR) repertoire sequences. These structurally annotated CDRs provide unprecedented insights into both the structural predetermination and dynamics of the adaptive immune response. We show that B-cell types can be distinguished based solely on these structural properties. Antigen-unexperienced BCR repertoires use the highest number and diversity of CDR structures and these patterns of naïve repertoire paratope usage are highly conserved across subjects. In contrast, more differentiated B-cells are more personalized in terms of CDR structure usage. Our results establish the CDR structure differences in BCR repertoires and have applications for many fields including immunodiagnostics, phage display library generation, and “humanness” assessment of BCR repertoires from transgenic animals. The software tool for structural annotation of BCR repertoires, SAAB+, is available at https://github.com/oxpig/saab_plus.
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spelling pubmed-70482972020-03-09 Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice Kovaltsuk, Aleksandr Raybould, Matthew I. J. Wong, Wing Ki Marks, Claire Kelm, Sebastian Snowden, James Trück, Johannes Deane, Charlotte M. PLoS Comput Biol Research Article Most current analysis tools for antibody next-generation sequencing data work with primary sequence descriptors, leaving accompanying structural information unharnessed. We have used novel rapid methods to structurally characterize the complementary-determining regions (CDRs) of more than 180 million human and mouse B-cell receptor (BCR) repertoire sequences. These structurally annotated CDRs provide unprecedented insights into both the structural predetermination and dynamics of the adaptive immune response. We show that B-cell types can be distinguished based solely on these structural properties. Antigen-unexperienced BCR repertoires use the highest number and diversity of CDR structures and these patterns of naïve repertoire paratope usage are highly conserved across subjects. In contrast, more differentiated B-cells are more personalized in terms of CDR structure usage. Our results establish the CDR structure differences in BCR repertoires and have applications for many fields including immunodiagnostics, phage display library generation, and “humanness” assessment of BCR repertoires from transgenic animals. The software tool for structural annotation of BCR repertoires, SAAB+, is available at https://github.com/oxpig/saab_plus. Public Library of Science 2020-02-18 /pmc/articles/PMC7048297/ /pubmed/32069281 http://dx.doi.org/10.1371/journal.pcbi.1007636 Text en © 2020 Kovaltsuk 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
Kovaltsuk, Aleksandr
Raybould, Matthew I. J.
Wong, Wing Ki
Marks, Claire
Kelm, Sebastian
Snowden, James
Trück, Johannes
Deane, Charlotte M.
Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice
title Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice
title_full Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice
title_fullStr Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice
title_full_unstemmed Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice
title_short Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice
title_sort structural diversity of b-cell receptor repertoires along the b-cell differentiation axis in humans and mice
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048297/
https://www.ncbi.nlm.nih.gov/pubmed/32069281
http://dx.doi.org/10.1371/journal.pcbi.1007636
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