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Reconstructing and mining the B cell repertoire with ImmunediveRsity

The B cell antigen receptor repertoire is highly diverse and constantly modified by clonal selection. High-throughput DNA sequencing (HTS) of the lymphocyte repertoire (Rep-Seq) represents a promising technology to explore such diversity ex-vivo and assist in the identification of antigen-specific a...

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Autores principales: Cortina-Ceballos, Bernardo, Godoy-Lozano, Elizabeth Ernestina, Sámano-Sánchez, Hugo, Aguilar-Salgado, Andrés, Velasco-Herrera, Martín Del Castillo, Vargas-Chávez, Carlos, Velázquez-Ramírez, Daniel, Romero, Guillermo, Moreno, José, Téllez-Sosa, Juan, Martínez-Barnetche, Jesús
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4622655/
https://www.ncbi.nlm.nih.gov/pubmed/25875140
http://dx.doi.org/10.1080/19420862.2015.1026502
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author Cortina-Ceballos, Bernardo
Godoy-Lozano, Elizabeth Ernestina
Sámano-Sánchez, Hugo
Aguilar-Salgado, Andrés
Velasco-Herrera, Martín Del Castillo
Vargas-Chávez, Carlos
Velázquez-Ramírez, Daniel
Romero, Guillermo
Moreno, José
Téllez-Sosa, Juan
Martínez-Barnetche, Jesús
author_facet Cortina-Ceballos, Bernardo
Godoy-Lozano, Elizabeth Ernestina
Sámano-Sánchez, Hugo
Aguilar-Salgado, Andrés
Velasco-Herrera, Martín Del Castillo
Vargas-Chávez, Carlos
Velázquez-Ramírez, Daniel
Romero, Guillermo
Moreno, José
Téllez-Sosa, Juan
Martínez-Barnetche, Jesús
author_sort Cortina-Ceballos, Bernardo
collection PubMed
description The B cell antigen receptor repertoire is highly diverse and constantly modified by clonal selection. High-throughput DNA sequencing (HTS) of the lymphocyte repertoire (Rep-Seq) represents a promising technology to explore such diversity ex-vivo and assist in the identification of antigen-specific antibodies based on molecular signatures of clonal selection. Therefore, integrative tools for repertoire reconstruction and analysis from antibody sequences are needed. We developed ImmunediveRity, a stand-alone pipeline primarily based in R programming for the integral analysis of B cell repertoire data generated by HTS. The pipeline integrates GNU software and in house scripts to perform quality filtering, sequencing noise correction and repertoire reconstruction based on V, D and J segment assignment, clonal origin and unique heavy chain identification. Post-analysis scripts generate a wealth of repertoire metrics that in conjunction with a rich graphical output facilitates sample comparison and repertoire mining. Its performance was tested with raw and curated human and mouse 454-Roche sequencing benchmarks providing good approximations of repertoire structure. Furthermore, ImmunediveRsity was used to mine the B cell repertoire of immunized mice with a model antigen, allowing the identification of previously validated antigen-specific antibodies, and revealing different and unexpected clonal diversity patterns in the post-immunization IgM and IgG compartments. Although ImmunediveRsity is similar to other recently developed tools, it offers significant advantages that facilitate repertoire analysis and repertoire mining. ImmunediveRsity is open source and free for academic purposes and it runs on 64 bit GNU/Linux and MacOS. Available at: https://bitbucket.org/ImmunediveRsity/immunediversity/
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spelling pubmed-46226552016-02-03 Reconstructing and mining the B cell repertoire with ImmunediveRsity Cortina-Ceballos, Bernardo Godoy-Lozano, Elizabeth Ernestina Sámano-Sánchez, Hugo Aguilar-Salgado, Andrés Velasco-Herrera, Martín Del Castillo Vargas-Chávez, Carlos Velázquez-Ramírez, Daniel Romero, Guillermo Moreno, José Téllez-Sosa, Juan Martínez-Barnetche, Jesús MAbs Reports The B cell antigen receptor repertoire is highly diverse and constantly modified by clonal selection. High-throughput DNA sequencing (HTS) of the lymphocyte repertoire (Rep-Seq) represents a promising technology to explore such diversity ex-vivo and assist in the identification of antigen-specific antibodies based on molecular signatures of clonal selection. Therefore, integrative tools for repertoire reconstruction and analysis from antibody sequences are needed. We developed ImmunediveRity, a stand-alone pipeline primarily based in R programming for the integral analysis of B cell repertoire data generated by HTS. The pipeline integrates GNU software and in house scripts to perform quality filtering, sequencing noise correction and repertoire reconstruction based on V, D and J segment assignment, clonal origin and unique heavy chain identification. Post-analysis scripts generate a wealth of repertoire metrics that in conjunction with a rich graphical output facilitates sample comparison and repertoire mining. Its performance was tested with raw and curated human and mouse 454-Roche sequencing benchmarks providing good approximations of repertoire structure. Furthermore, ImmunediveRsity was used to mine the B cell repertoire of immunized mice with a model antigen, allowing the identification of previously validated antigen-specific antibodies, and revealing different and unexpected clonal diversity patterns in the post-immunization IgM and IgG compartments. Although ImmunediveRsity is similar to other recently developed tools, it offers significant advantages that facilitate repertoire analysis and repertoire mining. ImmunediveRsity is open source and free for academic purposes and it runs on 64 bit GNU/Linux and MacOS. Available at: https://bitbucket.org/ImmunediveRsity/immunediversity/ Taylor & Francis 2015-04-15 /pmc/articles/PMC4622655/ /pubmed/25875140 http://dx.doi.org/10.1080/19420862.2015.1026502 Text en © 2015 The Author(s). Published with license by Taylor & Francis Group, LLC http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The moral rights of the named author(s) have been asserted.
spellingShingle Reports
Cortina-Ceballos, Bernardo
Godoy-Lozano, Elizabeth Ernestina
Sámano-Sánchez, Hugo
Aguilar-Salgado, Andrés
Velasco-Herrera, Martín Del Castillo
Vargas-Chávez, Carlos
Velázquez-Ramírez, Daniel
Romero, Guillermo
Moreno, José
Téllez-Sosa, Juan
Martínez-Barnetche, Jesús
Reconstructing and mining the B cell repertoire with ImmunediveRsity
title Reconstructing and mining the B cell repertoire with ImmunediveRsity
title_full Reconstructing and mining the B cell repertoire with ImmunediveRsity
title_fullStr Reconstructing and mining the B cell repertoire with ImmunediveRsity
title_full_unstemmed Reconstructing and mining the B cell repertoire with ImmunediveRsity
title_short Reconstructing and mining the B cell repertoire with ImmunediveRsity
title_sort reconstructing and mining the b cell repertoire with immunediversity
topic Reports
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4622655/
https://www.ncbi.nlm.nih.gov/pubmed/25875140
http://dx.doi.org/10.1080/19420862.2015.1026502
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