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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Veröffentlicht in:PLoS computational biology 2015-11, Vol.11 (11), p.e1004503-e1004503
Hauptverfasser: 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
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Sprache:eng
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Zusammenfassung: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.
ISSN:1553-7358
1553-734X
1553-7358
DOI:10.1371/journal.pcbi.1004503