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IRProfiler – a software toolbox for high throughput immune receptor profiling
BACKGROUND: The study of the huge diversity of immune receptors, often referred to as immune repertoire profiling, is a prerequisite for diagnosis, prognostication and monitoring of hematological disorders. In the era of high-throughput sequencing (HTS), the abundance of immunogenetic data has revea...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907363/ https://www.ncbi.nlm.nih.gov/pubmed/29669518 http://dx.doi.org/10.1186/s12859-018-2144-z |
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author | Maramis, Christos Gkoufas, Athanasios Vardi, Anna Stalika, Evangelia Stamatopoulos, Kostas Hatzidimitriou, Anastasia Maglaveras, Nicos Chouvarda, Ioanna |
author_facet | Maramis, Christos Gkoufas, Athanasios Vardi, Anna Stalika, Evangelia Stamatopoulos, Kostas Hatzidimitriou, Anastasia Maglaveras, Nicos Chouvarda, Ioanna |
author_sort | Maramis, Christos |
collection | PubMed |
description | BACKGROUND: The study of the huge diversity of immune receptors, often referred to as immune repertoire profiling, is a prerequisite for diagnosis, prognostication and monitoring of hematological disorders. In the era of high-throughput sequencing (HTS), the abundance of immunogenetic data has revealed unprecedented opportunities for the thorough profiling of T-cell receptors (TR) and B-cell receptors (BcR). However, the volume of the data to be analyzed mandates for efficient and ease-to-use immune repertoire profiling software applications. RESULTS: This work introduces Immune Repertoire Profiler (IRProfiler), a novel software pipeline that delivers a number of core receptor repertoire quantification and comparison functionalities on high-throughput TR and BcR sequencing data. Adopting 5 alternative clonotype definitions, IRProfiler implements a series of algorithms for 1) data filtering, 2) calculation of clonotype diversity and expression, 3) calculation of gene usage for the V and J subgroups, 4) detection of shared and exclusive clonotypes among multiple repertoires, and 5) comparison of gene usage for V and J subgroups among multiple repertoires. IRProfiler has been implemented as a toolbox of the Galaxy bioinformatics platform, comprising 6 tools. Theoretical and experimental evaluation has shown that the tools of IRProfiler are able to scale well with respect to the size of input dataset(s). IRProfiler has been utilized by a number of recently published studies concerning hematological disorders. CONCLUSION: IRProfiler is made freely available via 3 distribution channels, including the Galaxy Tool Shed. Despite being a new entry in a crowded ecosystem of immune repertoire profiling software, IRProfiler founds its added value on its support for alternative clonotype definitions in conjunction with a combination of properties stemming from its user-centric design, namely ease-of-use, ease-of-access, exploitability of the output data, and analysis flexibility. |
format | Online Article Text |
id | pubmed-5907363 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-59073632018-04-30 IRProfiler – a software toolbox for high throughput immune receptor profiling Maramis, Christos Gkoufas, Athanasios Vardi, Anna Stalika, Evangelia Stamatopoulos, Kostas Hatzidimitriou, Anastasia Maglaveras, Nicos Chouvarda, Ioanna BMC Bioinformatics Software BACKGROUND: The study of the huge diversity of immune receptors, often referred to as immune repertoire profiling, is a prerequisite for diagnosis, prognostication and monitoring of hematological disorders. In the era of high-throughput sequencing (HTS), the abundance of immunogenetic data has revealed unprecedented opportunities for the thorough profiling of T-cell receptors (TR) and B-cell receptors (BcR). However, the volume of the data to be analyzed mandates for efficient and ease-to-use immune repertoire profiling software applications. RESULTS: This work introduces Immune Repertoire Profiler (IRProfiler), a novel software pipeline that delivers a number of core receptor repertoire quantification and comparison functionalities on high-throughput TR and BcR sequencing data. Adopting 5 alternative clonotype definitions, IRProfiler implements a series of algorithms for 1) data filtering, 2) calculation of clonotype diversity and expression, 3) calculation of gene usage for the V and J subgroups, 4) detection of shared and exclusive clonotypes among multiple repertoires, and 5) comparison of gene usage for V and J subgroups among multiple repertoires. IRProfiler has been implemented as a toolbox of the Galaxy bioinformatics platform, comprising 6 tools. Theoretical and experimental evaluation has shown that the tools of IRProfiler are able to scale well with respect to the size of input dataset(s). IRProfiler has been utilized by a number of recently published studies concerning hematological disorders. CONCLUSION: IRProfiler is made freely available via 3 distribution channels, including the Galaxy Tool Shed. Despite being a new entry in a crowded ecosystem of immune repertoire profiling software, IRProfiler founds its added value on its support for alternative clonotype definitions in conjunction with a combination of properties stemming from its user-centric design, namely ease-of-use, ease-of-access, exploitability of the output data, and analysis flexibility. BioMed Central 2018-04-18 /pmc/articles/PMC5907363/ /pubmed/29669518 http://dx.doi.org/10.1186/s12859-018-2144-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Maramis, Christos Gkoufas, Athanasios Vardi, Anna Stalika, Evangelia Stamatopoulos, Kostas Hatzidimitriou, Anastasia Maglaveras, Nicos Chouvarda, Ioanna IRProfiler – a software toolbox for high throughput immune receptor profiling |
title | IRProfiler – a software toolbox for high throughput immune receptor profiling |
title_full | IRProfiler – a software toolbox for high throughput immune receptor profiling |
title_fullStr | IRProfiler – a software toolbox for high throughput immune receptor profiling |
title_full_unstemmed | IRProfiler – a software toolbox for high throughput immune receptor profiling |
title_short | IRProfiler – a software toolbox for high throughput immune receptor profiling |
title_sort | irprofiler – a software toolbox for high throughput immune receptor profiling |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907363/ https://www.ncbi.nlm.nih.gov/pubmed/29669518 http://dx.doi.org/10.1186/s12859-018-2144-z |
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