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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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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. |
format | Online Article Text |
id | pubmed-7048297 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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