VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements
Background: The genes that produce antibodies and the immune receptors expressed on lymphocytes are not germline encoded; rather, they are somatically generated in each developing lymphocyte by a process called V(D) J recombination, which assembles specific, independent gene segments into mature com...
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ndltd-arizona.edu-oai-arizona.openrepository.com-10150-6246522017-07-08T03:00:33Z VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements Toby, Inimary T. Levin, Mikhail K. Salinas, Edward A. Christley, Scott Bhattacharya, Sanchita Breden, Felix Buntzman, Adam Corrie, Brian Fonner, John Gupta, Namita T. Hershberg, Uri Marthandan, Nishanth Rosenfeld, Aaron Rounds, William Rubelt, Florian Scarborough, Walter Scott, Jamie K. Uduman, Mohamed Vander Heiden, Jason A. Scheuermann, Richard H. Monson, Nancy Kleinstein, Steven H. Cowell, Lindsay G. Univ Arizona, Sch Med, Dept Immunobiol Repertoire profiling Immune repertoire Antigen receptor repertoire Data standards Data sharing Python C plus XML Background: The genes that produce antibodies and the immune receptors expressed on lymphocytes are not germline encoded; rather, they are somatically generated in each developing lymphocyte by a process called V(D) J recombination, which assembles specific, independent gene segments into mature composite genes. The full set of composite genes in an individual at a single point in time is referred to as the immune repertoire. V(D) J recombination is the distinguishing feature of adaptive immunity and enables effective immune responses against an essentially infinite array of antigens. Characterization of immune repertoires is critical in both basic research and clinical contexts. Recent technological advances in repertoire profiling via high-throughput sequencing have resulted in an explosion of research activity in the field. This has been accompanied by a proliferation of software tools for analysis of repertoire sequencing data. Despite the widespread use of immune repertoire profiling and analysis software, there is currently no standardized format for output files from V(D) J analysis. Researchers utilize software such as IgBLAST and IMGT/High V-QUEST to perform V(D) J analysis and infer the structure of germline rearrangements. However, each of these software tools produces results in a different file format, and can annotate the same result using different labels. These differences make it challenging for users to perform additional downstream analyses. Results: To help address this problem, we propose a standardized file format for representing V(D) J analysis results. The proposed format, VDJML, provides a common standardized format for different V(D) J analysis applications to facilitate downstream processing of the results in an application-agnostic manner. The VDJML file format specification is accompanied by a support library, written in C++ and Python, for reading and writing the VDJML file format. Conclusions: The VDJML suite will allow users to streamline their V(D) J analysis and facilitate the sharing of scientific knowledge within the community. The VDJML suite and documentation are available from https:// vdjserver. org/ vdjml/. We welcome participation from the community in developing the file format standard, as well as code contributions. 2016-10-06 Article VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements 2016, 17 (S13) BMC Bioinformatics 1471-2105 27766961 10.1186/s12859-016-1214-3 http://hdl.handle.net/10150/624652 http://arizona.openrepository.com/arizona/handle/10150/624652 BMC Bioinformatics en http://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-016-1214-3 © 2016 The Author(s). Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License. BIOMED CENTRAL LTD |
collection |
NDLTD |
language |
en |
sources |
NDLTD |
topic |
Repertoire profiling Immune repertoire Antigen receptor repertoire Data standards Data sharing Python C plus XML |
spellingShingle |
Repertoire profiling Immune repertoire Antigen receptor repertoire Data standards Data sharing Python C plus XML Toby, Inimary T. Levin, Mikhail K. Salinas, Edward A. Christley, Scott Bhattacharya, Sanchita Breden, Felix Buntzman, Adam Corrie, Brian Fonner, John Gupta, Namita T. Hershberg, Uri Marthandan, Nishanth Rosenfeld, Aaron Rounds, William Rubelt, Florian Scarborough, Walter Scott, Jamie K. Uduman, Mohamed Vander Heiden, Jason A. Scheuermann, Richard H. Monson, Nancy Kleinstein, Steven H. Cowell, Lindsay G. VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements |
description |
Background: The genes that produce antibodies and the immune receptors expressed on lymphocytes are not germline encoded; rather, they are somatically generated in each developing lymphocyte by a process called V(D) J recombination, which assembles specific, independent gene segments into mature composite genes. The full set of composite genes in an individual at a single point in time is referred to as the immune repertoire. V(D) J recombination is the distinguishing feature of adaptive immunity and enables effective immune responses against an essentially infinite array of antigens. Characterization of immune repertoires is critical in both basic research and clinical contexts. Recent technological advances in repertoire profiling via high-throughput sequencing have resulted in an explosion of research activity in the field. This has been accompanied by a proliferation of software tools for analysis of repertoire sequencing data. Despite the widespread use of immune repertoire profiling and analysis software, there is currently no standardized format for output files from V(D) J analysis. Researchers utilize software such as IgBLAST and IMGT/High V-QUEST to perform V(D) J analysis and infer the structure of germline rearrangements. However, each of these software tools produces results in a different file format, and can annotate the same result using different labels. These differences make it challenging for users to perform additional downstream analyses. Results: To help address this problem, we propose a standardized file format for representing V(D) J analysis results. The proposed format, VDJML, provides a common standardized format for different V(D) J analysis applications to facilitate downstream processing of the results in an application-agnostic manner. The VDJML file format specification is accompanied by a support library, written in C++ and Python, for reading and writing the VDJML file format. Conclusions: The VDJML suite will allow users to streamline their V(D) J analysis and facilitate the sharing of scientific knowledge within the community. The VDJML suite and documentation are available from https:// vdjserver. org/ vdjml/. We welcome participation from the community in developing the file format standard, as well as code contributions. |
author2 |
Univ Arizona, Sch Med, Dept Immunobiol |
author_facet |
Univ Arizona, Sch Med, Dept Immunobiol Toby, Inimary T. Levin, Mikhail K. Salinas, Edward A. Christley, Scott Bhattacharya, Sanchita Breden, Felix Buntzman, Adam Corrie, Brian Fonner, John Gupta, Namita T. Hershberg, Uri Marthandan, Nishanth Rosenfeld, Aaron Rounds, William Rubelt, Florian Scarborough, Walter Scott, Jamie K. Uduman, Mohamed Vander Heiden, Jason A. Scheuermann, Richard H. Monson, Nancy Kleinstein, Steven H. Cowell, Lindsay G. |
author |
Toby, Inimary T. Levin, Mikhail K. Salinas, Edward A. Christley, Scott Bhattacharya, Sanchita Breden, Felix Buntzman, Adam Corrie, Brian Fonner, John Gupta, Namita T. Hershberg, Uri Marthandan, Nishanth Rosenfeld, Aaron Rounds, William Rubelt, Florian Scarborough, Walter Scott, Jamie K. Uduman, Mohamed Vander Heiden, Jason A. Scheuermann, Richard H. Monson, Nancy Kleinstein, Steven H. Cowell, Lindsay G. |
author_sort |
Toby, Inimary T. |
title |
VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements |
title_short |
VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements |
title_full |
VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements |
title_fullStr |
VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements |
title_full_unstemmed |
VDJML: a file format with tools for capturing the results of inferring immune receptor rearrangements |
title_sort |
vdjml: a file format with tools for capturing the results of inferring immune receptor rearrangements |
publisher |
BIOMED CENTRAL LTD |
publishDate |
2016 |
url |
http://hdl.handle.net/10150/624652 http://arizona.openrepository.com/arizona/handle/10150/624652 |
work_keys_str_mv |
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