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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,...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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 |
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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 |
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