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Structurally Mapping Antibody Repertoires

Every human possesses millions of distinct antibodies. It is now possible to analyze this diversity via next-generation sequencing of immunoglobulin genes (Ig-seq). This technique produces large volume sequence snapshots of B-cell receptors that are indicative of the antibody repertoire. In this pap...

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Autores principales: Krawczyk, Konrad, Kelm, Sebastian, Kovaltsuk, Aleksandr, Galson, Jacob D., Kelly, Dominic, Trück, Johannes, Regep, Cristian, Leem, Jinwoo, Wong, Wing K., Nowak, Jaroslaw, Snowden, James, Wright, Michael, Starkie, Laura, Scott-Tucker, Anthony, Shi, Jiye, Deane, Charlotte M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6064724/
https://www.ncbi.nlm.nih.gov/pubmed/30083160
http://dx.doi.org/10.3389/fimmu.2018.01698
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author Krawczyk, Konrad
Kelm, Sebastian
Kovaltsuk, Aleksandr
Galson, Jacob D.
Kelly, Dominic
Trück, Johannes
Regep, Cristian
Leem, Jinwoo
Wong, Wing K.
Nowak, Jaroslaw
Snowden, James
Wright, Michael
Starkie, Laura
Scott-Tucker, Anthony
Shi, Jiye
Deane, Charlotte M.
author_facet Krawczyk, Konrad
Kelm, Sebastian
Kovaltsuk, Aleksandr
Galson, Jacob D.
Kelly, Dominic
Trück, Johannes
Regep, Cristian
Leem, Jinwoo
Wong, Wing K.
Nowak, Jaroslaw
Snowden, James
Wright, Michael
Starkie, Laura
Scott-Tucker, Anthony
Shi, Jiye
Deane, Charlotte M.
author_sort Krawczyk, Konrad
collection PubMed
description Every human possesses millions of distinct antibodies. It is now possible to analyze this diversity via next-generation sequencing of immunoglobulin genes (Ig-seq). This technique produces large volume sequence snapshots of B-cell receptors that are indicative of the antibody repertoire. In this paper, we enrich these large-scale sequence datasets with structural information. Enriching a sequence with its structural data allows better approximation of many vital features, such as its binding site and specificity. Here, we describe the structural annotation of antibodies pipeline that maps the outputs of large Ig-seq experiments to known antibody structures. We demonstrate the viability of our protocol on five separate Ig-seq datasets covering ca. 35 m unique amino acid sequences from ca. 600 individuals. Despite the great theoretical diversity of antibodies, we find that the majority of sequences coming from such studies can be reliably mapped to an existing structure.
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spelling pubmed-60647242018-08-06 Structurally Mapping Antibody Repertoires Krawczyk, Konrad Kelm, Sebastian Kovaltsuk, Aleksandr Galson, Jacob D. Kelly, Dominic Trück, Johannes Regep, Cristian Leem, Jinwoo Wong, Wing K. Nowak, Jaroslaw Snowden, James Wright, Michael Starkie, Laura Scott-Tucker, Anthony Shi, Jiye Deane, Charlotte M. Front Immunol Immunology Every human possesses millions of distinct antibodies. It is now possible to analyze this diversity via next-generation sequencing of immunoglobulin genes (Ig-seq). This technique produces large volume sequence snapshots of B-cell receptors that are indicative of the antibody repertoire. In this paper, we enrich these large-scale sequence datasets with structural information. Enriching a sequence with its structural data allows better approximation of many vital features, such as its binding site and specificity. Here, we describe the structural annotation of antibodies pipeline that maps the outputs of large Ig-seq experiments to known antibody structures. We demonstrate the viability of our protocol on five separate Ig-seq datasets covering ca. 35 m unique amino acid sequences from ca. 600 individuals. Despite the great theoretical diversity of antibodies, we find that the majority of sequences coming from such studies can be reliably mapped to an existing structure. Frontiers Media S.A. 2018-07-23 /pmc/articles/PMC6064724/ /pubmed/30083160 http://dx.doi.org/10.3389/fimmu.2018.01698 Text en Copyright © 2018 Krawczyk, Kelm, Kovaltsuk, Galson, Kelly, Trück, Regep, Leem, Wong, Nowak, Snowden, Wright, Starkie, Scott-Tucker, Shi and Deane. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Krawczyk, Konrad
Kelm, Sebastian
Kovaltsuk, Aleksandr
Galson, Jacob D.
Kelly, Dominic
Trück, Johannes
Regep, Cristian
Leem, Jinwoo
Wong, Wing K.
Nowak, Jaroslaw
Snowden, James
Wright, Michael
Starkie, Laura
Scott-Tucker, Anthony
Shi, Jiye
Deane, Charlotte M.
Structurally Mapping Antibody Repertoires
title Structurally Mapping Antibody Repertoires
title_full Structurally Mapping Antibody Repertoires
title_fullStr Structurally Mapping Antibody Repertoires
title_full_unstemmed Structurally Mapping Antibody Repertoires
title_short Structurally Mapping Antibody Repertoires
title_sort structurally mapping antibody repertoires
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6064724/
https://www.ncbi.nlm.nih.gov/pubmed/30083160
http://dx.doi.org/10.3389/fimmu.2018.01698
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