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VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires.

Authors :
Mikhail Shugay
Dmitriy V Bagaev
Maria A Turchaninova
Dmitriy A Bolotin
Olga V Britanova
Ekaterina V Putintseva
Mikhail V Pogorelyy
Vadim I Nazarov
Ivan V Zvyagin
Vitalina I Kirgizova
Kirill I Kirgizov
Elena V Skorobogatova
Dmitriy M Chudakov
Source :
PLoS Computational Biology, Vol 11, Iss 11, p e1004503 (2015)
Publication Year :
2015
Publisher :
Public Library of Science (PLoS), 2015.

Abstract

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.

Subjects

Subjects :
Biology (General)
QH301-705.5

Details

Language :
English
ISSN :
1553734X and 15537358
Volume :
11
Issue :
11
Database :
Directory of Open Access Journals
Journal :
PLoS Computational Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.450c0b60a1b045c1b9cda00e1a45601a
Document Type :
article
Full Text :
https://doi.org/10.1371/journal.pcbi.1004503