BRepertoire: a user-friendly web server for analysing antibody repertoire data
2018
Antibody repertoire analysis by high throughput sequencing
is now widely used, but a persisting challenge
is enabling immunologists to explore their data
to discover discriminating repertoire features for
their own particular investigations. Computational
methods are necessary for large-scale evaluation
of antibody properties. We have developed BRepertoire,
a suite of user-friendly web-based software
tools for large-scale statistical analyses of repertoire
data. The software is able to use data preprocessed
by IMGT, and performs statistical and comparative
analyses with versatile plotting options. BRepertoire
has been designed to operate in various modes, for
example analysing sequence-specific V(D)J gene usage,
discerning physico-chemical properties of the
CDR regions and clustering of clonotypes. Those
analyses are performed on the fly by a number of R
packages and are deployed by a shiny web platform.
The user can download the analysed data in different
table formats and save the generated plots as
image files ready for publication.We believe BRepertoire
to be a versatile analytical tool that complements
experimental studies of immune repertoires.
To illustrate the server’s functionality, we show use
cases including differential gene usage in a vaccination
dataset and analysis of CDR3H properties in
old and young individuals. The server is accessible
under http://mabra.biomed.kcl.ac.uk/BRepertoire.
Keywords:
- Correction
- Source
- Cite
- Save
- Machine Reading By IdeaReader
44
References
19
Citations
NaN
KQI