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BRepertoire: a user-friendly web server for analysing antibody repertoire data
Antibody repertoire analysis by high throughput sequencing is now widely used, but a persisting challenge is enabling immunologists to explore their data to discover discriminating repertoire features for their own particular investigations. Computational methods are necessary for large-scale evalua...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031031/ https://www.ncbi.nlm.nih.gov/pubmed/29668996 http://dx.doi.org/10.1093/nar/gky276 |
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author | Margreitter, Christian Lu, Hui-Chun Townsend, Catherine Stewart, Alexander Dunn-Walters, Deborah K Fraternali, Franca |
author_facet | Margreitter, Christian Lu, Hui-Chun Townsend, Catherine Stewart, Alexander Dunn-Walters, Deborah K Fraternali, Franca |
author_sort | Margreitter, Christian |
collection | PubMed |
description | Antibody repertoire analysis by high throughput sequencing is now widely used, but a persisting challenge is enabling immunologists to explore their data to discover discriminating repertoire features for their own particular investigations. Computational methods are necessary for large-scale evaluation of antibody properties. We have developed BRepertoire, a suite of user-friendly web-based software tools for large-scale statistical analyses of repertoire data. The software is able to use data preprocessed by IMGT, and performs statistical and comparative analyses with versatile plotting options. BRepertoire has been designed to operate in various modes, for example analysing sequence-specific V(D)J gene usage, discerning physico-chemical properties of the CDR regions and clustering of clonotypes. Those analyses are performed on the fly by a number of R packages and are deployed by a shiny web platform. The user can download the analysed data in different table formats and save the generated plots as image files ready for publication. We believe BRepertoire to be a versatile analytical tool that complements experimental studies of immune repertoires. To illustrate the server’s functionality, we show use cases including differential gene usage in a vaccination dataset and analysis of CDR3H properties in old and young individuals. The server is accessible under http://mabra.biomed.kcl.ac.uk/BRepertoire. |
format | Online Article Text |
id | pubmed-6031031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-60310312018-07-10 BRepertoire: a user-friendly web server for analysing antibody repertoire data Margreitter, Christian Lu, Hui-Chun Townsend, Catherine Stewart, Alexander Dunn-Walters, Deborah K Fraternali, Franca Nucleic Acids Res Web Server Issue Antibody repertoire analysis by high throughput sequencing is now widely used, but a persisting challenge is enabling immunologists to explore their data to discover discriminating repertoire features for their own particular investigations. Computational methods are necessary for large-scale evaluation of antibody properties. We have developed BRepertoire, a suite of user-friendly web-based software tools for large-scale statistical analyses of repertoire data. The software is able to use data preprocessed by IMGT, and performs statistical and comparative analyses with versatile plotting options. BRepertoire has been designed to operate in various modes, for example analysing sequence-specific V(D)J gene usage, discerning physico-chemical properties of the CDR regions and clustering of clonotypes. Those analyses are performed on the fly by a number of R packages and are deployed by a shiny web platform. The user can download the analysed data in different table formats and save the generated plots as image files ready for publication. We believe BRepertoire to be a versatile analytical tool that complements experimental studies of immune repertoires. To illustrate the server’s functionality, we show use cases including differential gene usage in a vaccination dataset and analysis of CDR3H properties in old and young individuals. The server is accessible under http://mabra.biomed.kcl.ac.uk/BRepertoire. Oxford University Press 2018-07-02 2018-04-14 /pmc/articles/PMC6031031/ /pubmed/29668996 http://dx.doi.org/10.1093/nar/gky276 Text en © The Author(s) 2018. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Web Server Issue Margreitter, Christian Lu, Hui-Chun Townsend, Catherine Stewart, Alexander Dunn-Walters, Deborah K Fraternali, Franca BRepertoire: a user-friendly web server for analysing antibody repertoire data |
title | BRepertoire: a user-friendly web server for analysing antibody repertoire data |
title_full | BRepertoire: a user-friendly web server for analysing antibody repertoire data |
title_fullStr | BRepertoire: a user-friendly web server for analysing antibody repertoire data |
title_full_unstemmed | BRepertoire: a user-friendly web server for analysing antibody repertoire data |
title_short | BRepertoire: a user-friendly web server for analysing antibody repertoire data |
title_sort | brepertoire: a user-friendly web server for analysing antibody repertoire data |
topic | Web Server Issue |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031031/ https://www.ncbi.nlm.nih.gov/pubmed/29668996 http://dx.doi.org/10.1093/nar/gky276 |
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