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PMID: 30298069 Published · epublish English Journal Article Research Support, N.I.H., Extramural

ImmuneDB, a Novel Tool for the Analysis, Storage, and Dissemination of Immune Repertoire Sequencing Data.

Frontiers in immunology ·Vol. 9 ·2018-00-00 ·Pages 2107

Rosenfeld AM, Meng W, Luning Prak ET, Hershberg U

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.

Keywords
B-cell receptor antibody repertoire analysis bioinformatics database next-generation sequencing
MeSH Terms
Databases, Nucleic Acid Humans Receptors, Immunologic/genetics Sequence Analysis, DNA Software
Chemicals
Receptors, Immunologic
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Rosenfeld Aaron M
School of Biomedical Engineering Science and Health Systems, Drexel University, Philadelphia, PA, United States.
Meng Wenzhao
Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Luning Prak Eline T
Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Hershberg Uri
School of Biomedical Engineering Science and Health Systems, Drexel University, Philadelphia, PA, United States. | Department of Microbiology and Immunology, College of Medicine, Drexel University, Philadelphia, PA, United States. | Department of Human Biology, Faculty of Sciences, University of Haifa, Haifa, Israel.
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Article Info
Journal
Frontiers in immunology
Abbr.
Front Immunol
ISSN
1664-3224
Published
2018-00-00
Epub
2018-00-21
Pages
2107
Language
English
Region
Switzerland
NLM ID
101560960
PMCID
PMC6161679
Subset
IM
Grants
NIAID NIH HHS · P01 AI106697 · United States
NCI NIH HHS · P30 CA016520 · United States
NIDDK NIH HHS · UC4 DK112217 · United States
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