Abstract
ImmuneDB is a system for storing and analyzing high-throughput immune receptor sequencing data. Unlike most existing tools, which utilize flat-files, ImmuneDB stores data in a well-structured MySQL database, enabling efficient data queries. It can take raw sequencing data as input and annotate receptor gene usage, infer clonotypes, aggregate results, and run common downstream analyses such as calculating selection pressure and constructing clonal lineages. Alternatively, pre-annotated data can be imported and analyzed data can be exported in a variety of common Adaptive Immune Receptor Repertoire (AIRR) file formats. To validate ImmuneDB, we compare its results to those of another pipeline, MiXCR. We show that the biological conclusions drawn would be similar with either tool, while ImmuneDB provides the additional benefits of integrating other common tools and storing data in a database. ImmuneDB is freely available on GitHub at https://github.com/arosenfeld/immunedb, on PyPi at https://pypi.org/project/ImmuneDB, and a Docker container is provided at https://hub.docker.com/r/arosenfeld/immunedb. Full documentation is available at http://immunedb.com.
Original language | English |
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Article number | 2107 |
Journal | Frontiers in Immunology |
Volume | 9 |
Issue number | SEP |
DOIs | |
State | Published - 21 Sep 2018 |
Bibliographical note
Publisher Copyright:© 2007 - 2018 Frontiers Media S.A. All Rights Reserved.
Keywords
- Antibody repertoire analysis
- B-cell receptor
- Bioinformatics
- Database
- Next-generation sequencing
ASJC Scopus subject areas
- Immunology and Allergy
- Immunology