Cargando…

VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires

Despite the growing number of immune repertoire sequencing studies, the field still lacks software for analysis and comprehension of this high-dimensional data. Here we report VDJtools, a complementary software suite that solves a wide range of T cell receptor (TCR) repertoires post-analysis tasks,...

Descripción completa

Detalles Bibliográficos
Autores principales: Shugay, Mikhail, Bagaev, Dmitriy V., Turchaninova, Maria A., Bolotin, Dmitriy A., Britanova, Olga V., Putintseva, Ekaterina V., Pogorelyy, Mikhail V., Nazarov, Vadim I., Zvyagin, Ivan V., Kirgizova, Vitalina I., Kirgizov, Kirill I., Skorobogatova, Elena V., Chudakov, Dmitriy M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659587/
https://www.ncbi.nlm.nih.gov/pubmed/26606115
http://dx.doi.org/10.1371/journal.pcbi.1004503
_version_ 1782402646472130560
author Shugay, Mikhail
Bagaev, Dmitriy V.
Turchaninova, Maria A.
Bolotin, Dmitriy A.
Britanova, Olga V.
Putintseva, Ekaterina V.
Pogorelyy, Mikhail V.
Nazarov, Vadim I.
Zvyagin, Ivan V.
Kirgizova, Vitalina I.
Kirgizov, Kirill I.
Skorobogatova, Elena V.
Chudakov, Dmitriy M.
author_facet Shugay, Mikhail
Bagaev, Dmitriy V.
Turchaninova, Maria A.
Bolotin, Dmitriy A.
Britanova, Olga V.
Putintseva, Ekaterina V.
Pogorelyy, Mikhail V.
Nazarov, Vadim I.
Zvyagin, Ivan V.
Kirgizova, Vitalina I.
Kirgizov, Kirill I.
Skorobogatova, Elena V.
Chudakov, Dmitriy M.
author_sort Shugay, Mikhail
collection PubMed
description Despite the growing number of immune repertoire sequencing studies, the field still lacks software for analysis and comprehension of this high-dimensional data. Here we report VDJtools, a complementary software suite that solves a wide range of T cell receptor (TCR) repertoires post-analysis tasks, provides a detailed tabular output and publication-ready graphics, and is built on top of a flexible API. Using TCR datasets for a large cohort of unrelated healthy donors, twins, and multiple sclerosis patients we demonstrate that VDJtools greatly facilitates the analysis and leads to sound biological conclusions. VDJtools software and documentation are available at https://github.com/mikessh/vdjtools.
format Online
Article
Text
id pubmed-4659587
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-46595872015-12-02 VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires Shugay, Mikhail Bagaev, Dmitriy V. Turchaninova, Maria A. Bolotin, Dmitriy A. Britanova, Olga V. Putintseva, Ekaterina V. Pogorelyy, Mikhail V. Nazarov, Vadim I. Zvyagin, Ivan V. Kirgizova, Vitalina I. Kirgizov, Kirill I. Skorobogatova, Elena V. Chudakov, Dmitriy M. PLoS Comput Biol Research Article Despite the growing number of immune repertoire sequencing studies, the field still lacks software for analysis and comprehension of this high-dimensional data. Here we report VDJtools, a complementary software suite that solves a wide range of T cell receptor (TCR) repertoires post-analysis tasks, provides a detailed tabular output and publication-ready graphics, and is built on top of a flexible API. Using TCR datasets for a large cohort of unrelated healthy donors, twins, and multiple sclerosis patients we demonstrate that VDJtools greatly facilitates the analysis and leads to sound biological conclusions. VDJtools software and documentation are available at https://github.com/mikessh/vdjtools. Public Library of Science 2015-11-25 /pmc/articles/PMC4659587/ /pubmed/26606115 http://dx.doi.org/10.1371/journal.pcbi.1004503 Text en © 2015 Shugay 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Shugay, Mikhail
Bagaev, Dmitriy V.
Turchaninova, Maria A.
Bolotin, Dmitriy A.
Britanova, Olga V.
Putintseva, Ekaterina V.
Pogorelyy, Mikhail V.
Nazarov, Vadim I.
Zvyagin, Ivan V.
Kirgizova, Vitalina I.
Kirgizov, Kirill I.
Skorobogatova, Elena V.
Chudakov, Dmitriy M.
VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires
title VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires
title_full VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires
title_fullStr VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires
title_full_unstemmed VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires
title_short VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires
title_sort vdjtools: unifying post-analysis of t cell receptor repertoires
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659587/
https://www.ncbi.nlm.nih.gov/pubmed/26606115
http://dx.doi.org/10.1371/journal.pcbi.1004503
work_keys_str_mv AT shugaymikhail vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT bagaevdmitriyv vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT turchaninovamariaa vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT bolotindmitriya vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT britanovaolgav vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT putintsevaekaterinav vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT pogorelyymikhailv vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT nazarovvadimi vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT zvyaginivanv vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT kirgizovavitalinai vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT kirgizovkirilli vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT skorobogatovaelenav vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires
AT chudakovdmitriym vdjtoolsunifyingpostanalysisoftcellreceptorrepertoires