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bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data

Immunoglobulins, as well as T cell receptors, play a key role in adaptive immune responses because of their ability to recognize antigens. Recent advances in next generation sequencing improved also the quality and quantity of individual B cell receptors repertoire sequencing. Unfortunately, appropr...

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Detalles Bibliográficos
Autores principales: Bischof, Julia, Ibrahim, Saleh M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4995022/
https://www.ncbi.nlm.nih.gov/pubmed/27551775
http://dx.doi.org/10.1371/journal.pone.0161569
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author Bischof, Julia
Ibrahim, Saleh M.
author_facet Bischof, Julia
Ibrahim, Saleh M.
author_sort Bischof, Julia
collection PubMed
description Immunoglobulins, as well as T cell receptors, play a key role in adaptive immune responses because of their ability to recognize antigens. Recent advances in next generation sequencing improved also the quality and quantity of individual B cell receptors repertoire sequencing. Unfortunately, appropriate software to exhaustively analyze repertoire data from NGS platforms without limitations of the number of sequences are lacking. Here we introduce a new R package, bcRep, which offers a platform for comprehensive analyses of B cell receptor repertoires, using IMGT/HighV-QUEST formatted data. Methods for gene usage statistics, clonotype classification, as well as diversity measures, are included. Furthermore, functions to filter datasets, to do summary statistics about mutations, as well as visualization methods, are available. To compare samples in respect of gene usage, diversity, amino acid proportions, similar sequences or clones, several functions including also distance measurements, as well as multidimensional scaling methods, are provided.
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spelling pubmed-49950222016-09-12 bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data Bischof, Julia Ibrahim, Saleh M. PLoS One Research Article Immunoglobulins, as well as T cell receptors, play a key role in adaptive immune responses because of their ability to recognize antigens. Recent advances in next generation sequencing improved also the quality and quantity of individual B cell receptors repertoire sequencing. Unfortunately, appropriate software to exhaustively analyze repertoire data from NGS platforms without limitations of the number of sequences are lacking. Here we introduce a new R package, bcRep, which offers a platform for comprehensive analyses of B cell receptor repertoires, using IMGT/HighV-QUEST formatted data. Methods for gene usage statistics, clonotype classification, as well as diversity measures, are included. Furthermore, functions to filter datasets, to do summary statistics about mutations, as well as visualization methods, are available. To compare samples in respect of gene usage, diversity, amino acid proportions, similar sequences or clones, several functions including also distance measurements, as well as multidimensional scaling methods, are provided. Public Library of Science 2016-08-23 /pmc/articles/PMC4995022/ /pubmed/27551775 http://dx.doi.org/10.1371/journal.pone.0161569 Text en © 2016 Bischof, Ibrahim 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
Bischof, Julia
Ibrahim, Saleh M.
bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data
title bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data
title_full bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data
title_fullStr bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data
title_full_unstemmed bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data
title_short bcRep: R Package for Comprehensive Analysis of B Cell Receptor Repertoire Data
title_sort bcrep: r package for comprehensive analysis of b cell receptor repertoire data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4995022/
https://www.ncbi.nlm.nih.gov/pubmed/27551775
http://dx.doi.org/10.1371/journal.pone.0161569
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