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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,...

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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
Descripción
Sumario: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.