Literature DB >> 30298069

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

Aaron M Rosenfeld1, Wenzhao Meng2, Eline T Luning Prak2, Uri Hershberg1,3,4.   

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.

Entities:  

Keywords:  B-cell receptor; antibody repertoire analysis; bioinformatics; database; next-generation sequencing

Mesh:

Substances:

Year:  2018        PMID: 30298069      PMCID: PMC6161679          DOI: 10.3389/fimmu.2018.02107

Source DB:  PubMed          Journal:  Front Immunol        ISSN: 1664-3224            Impact factor:   7.561


  20 in total

1.  MiXCR: software for comprehensive adaptive immunity profiling.

Authors:  Dmitriy A Bolotin; Stanislav Poslavsky; Igor Mitrophanov; Mikhail Shugay; Ilgar Z Mamedov; Ekaterina V Putintseva; Dmitriy M Chudakov
Journal:  Nat Methods       Date:  2015-05       Impact factor: 28.547

2.  Change-O: a toolkit for analyzing large-scale B cell immunoglobulin repertoire sequencing data.

Authors:  Namita T Gupta; Jason A Vander Heiden; Mohamed Uduman; Daniel Gadala-Maria; Gur Yaari; Steven H Kleinstein
Journal:  Bioinformatics       Date:  2015-06-10       Impact factor: 6.937

3.  Automated analysis of high-throughput B-cell sequencing data reveals a high frequency of novel immunoglobulin V gene segment alleles.

Authors:  Daniel Gadala-Maria; Gur Yaari; Mohamed Uduman; Steven H Kleinstein
Journal:  Proc Natl Acad Sci U S A       Date:  2015-02-09       Impact factor: 11.205

4.  Fast gapped-read alignment with Bowtie 2.

Authors:  Ben Langmead; Steven L Salzberg
Journal:  Nat Methods       Date:  2012-03-04       Impact factor: 28.547

5.  Adaptive Immune Receptor Repertoire Community recommendations for sharing immune-repertoire sequencing data.

Authors:  Florian Rubelt; Christian E Busse; Syed Ahmad Chan Bukhari; Jean-Philippe Bürckert; Encarnita Mariotti-Ferrandiz; Lindsay G Cowell; Corey T Watson; Nishanth Marthandan; William J Faison; Uri Hershberg; Uri Laserson; Brian D Corrie; Mark M Davis; Bjoern Peters; Marie-Paule Lefranc; Jamie K Scott; Felix Breden; Eline T Luning Prak; Steven H Kleinstein
Journal:  Nat Immunol       Date:  2017-11-16       Impact factor: 25.606

6.  Discrimination of germline V genes at different sequencing lengths and mutational burdens: A new tool for identifying and evaluating the reliability of V gene assignment.

Authors:  Bochao Zhang; Wenzhao Meng; Eline T Luning Prak; Uri Hershberg
Journal:  J Immunol Methods       Date:  2015-11-01       Impact factor: 2.303

7.  Quantifying selection in high-throughput Immunoglobulin sequencing data sets.

Authors:  Gur Yaari; Mohamed Uduman; Steven H Kleinstein
Journal:  Nucleic Acids Res       Date:  2012-05-27       Impact factor: 16.971

8.  IMGT/GENE-DB: a comprehensive database for human and mouse immunoglobulin and T cell receptor genes.

Authors:  Véronique Giudicelli; Denys Chaume; Marie-Paule Lefranc
Journal:  Nucleic Acids Res       Date:  2005-01-01       Impact factor: 16.971

9.  High-throughput immune repertoire analysis with IGoR.

Authors:  Quentin Marcou; Thierry Mora; Aleksandra M Walczak
Journal:  Nat Commun       Date:  2018-02-08       Impact factor: 14.919

10.  Multi Step Selection in Ig H Chains is Initially Focused on CDR3 and Then on Other CDR Regions.

Authors:  Gilad Liberman; Jennifer Benichou; Lea Tsaban; Jacob Glanville; Yoram Louzoun
Journal:  Front Immunol       Date:  2013-09-17       Impact factor: 7.561

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  23 in total

Review 1.  How repertoire data are changing antibody science.

Authors:  Claire Marks; Charlotte M Deane
Journal:  J Biol Chem       Date:  2020-05-14       Impact factor: 5.157

2.  Liver Is a Generative Site for the B Cell Response to Ehrlichia muris.

Authors:  Nikita Trivedi; Florian Weisel; Shuchi Smita; Stephen Joachim; Muhamuda Kader; Aditya Radhakrishnan; Chris Clouser; Aaron M Rosenfeld; Maria Chikina; Francois Vigneault; Uri Hershberg; Nahed Ismail; Mark Jay Shlomchik
Journal:  Immunity       Date:  2019-11-12       Impact factor: 31.745

3.  Adaptive Immune Receptor Repertoire (AIRR) Community Guide to Repertoire Analysis.

Authors:  Susanna Marquez; Lmar Babrak; Victor Greiff; Kenneth B Hoehn; William D Lees; Eline T Luning Prak; Enkelejda Miho; Aaron M Rosenfeld; Chaim A Schramm; Ulrik Stervbo
Journal:  Methods Mol Biol       Date:  2022

4.  Data Sharing and Reuse: A Method by the AIRR Community.

Authors:  Brian D Corrie; Scott Christley; Christian E Busse; Lindsay G Cowell; Kira C M Neller; Florian Rubelt; Nicholas Schwab
Journal:  Methods Mol Biol       Date:  2022

5.  Adaptive Immune Receptor Repertoire (AIRR) Community Guide to TR and IG Gene Annotation.

Authors:  Lmar Babrak; Susanna Marquez; Christian E Busse; William D Lees; Enkelejda Miho; Mats Ohlin; Aaron M Rosenfeld; Ulrik Stervbo; Corey T Watson; Chaim A Schramm
Journal:  Methods Mol Biol       Date:  2022

6.  TCR+/BCR+ dual-expressing cells and their associated public BCR clonotype are not enriched in type 1 diabetes.

Authors:  Alberto Sada Japp; Wenzhao Meng; Aaron M Rosenfeld; Daniel J Perry; Puchong Thirawatananond; Rhonda L Bacher; Chengyang Liu; Jay S Gardner; Mark A Atkinson; Klaus H Kaestner; Todd M Brusko; Ali Naji; Eline T Luning Prak; Michael R Betts
Journal:  Cell       Date:  2021-02-04       Impact factor: 41.582

7.  Distinct antibody and memory B cell responses in SARS-CoV-2 naïve and recovered individuals following mRNA vaccination.

Authors:  Rishi R Goel; Sokratis A Apostolidis; Mark M Painter; Divij Mathew; Ajinkya Pattekar; Oliva Kuthuru; Sigrid Gouma; Philip Hicks; Wenzhao Meng; Aaron M Rosenfeld; Sarah Dysinger; Kendall A Lundgreen; Leticia Kuri-Cervantes; Sharon Adamski; Amanda Hicks; Scott Korte; Derek A Oldridge; Amy E Baxter; Josephine R Giles; Madison E Weirick; Christopher M McAllister; Jeanette Dougherty; Sherea Long; Kurt D'Andrea; Jacob T Hamilton; Michael R Betts; Eline T Luning Prak; Paul Bates; Scott E Hensley; Allison R Greenplate; E John Wherry
Journal:  Sci Immunol       Date:  2021-04-15

Review 8.  Current advances in biopharmaceutical informatics: guidelines, impact and challenges in the computational developability assessment of antibody therapeutics.

Authors:  Rahul Khetan; Robin Curtis; Charlotte M Deane; Johannes Thorling Hadsund; Uddipan Kar; Konrad Krawczyk; Daisuke Kuroda; Sarah A Robinson; Pietro Sormanni; Kouhei Tsumoto; Jim Warwicker; Andrew C R Martin
Journal:  MAbs       Date:  2022 Jan-Dec       Impact factor: 5.857

9.  The Transcription Factor T-bet Resolves Memory B Cell Subsets with Distinct Tissue Distributions and Antibody Specificities in Mice and Humans.

Authors:  John L Johnson; Rebecca L Rosenthal; James J Knox; Arpita Myles; Martin S Naradikian; Joanna Madej; Mariya Kostiv; Aaron M Rosenfeld; Wenzhao Meng; Shannon R Christensen; Scott E Hensley; Jonathan Yewdell; David H Canaday; Jinfang Zhu; Adrian B McDermott; Yoav Dori; Max Itkin; E John Wherry; Norbert Pardi; Drew Weissman; Ali Naji; Eline T Luning Prak; Michael R Betts; Michael P Cancro
Journal:  Immunity       Date:  2020-04-29       Impact factor: 31.745

10.  Maintenance of the human memory T cell repertoire by subset and tissue site.

Authors:  Michelle Miron; Wenzhao Meng; Aaron M Rosenfeld; Shirit Dvorkin; Maya Meimei Li Poon; Nora Lam; Brahma V Kumar; Yoram Louzoun; Eline T Luning Prak; Donna L Farber
Journal:  Genome Med       Date:  2021-06-14       Impact factor: 11.117

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