PLoS Computational Biology (Nov 2015)

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

  • 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

DOI
https://doi.org/10.1371/journal.pcbi.1004503
Journal volume & issue
Vol. 11, no. 11
p. e1004503

Abstract

Read online

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.