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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...

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Autores principales: Maramis, Christos, Gkoufas, Athanasios, Vardi, Anna, Stalika, Evangelia, Stamatopoulos, Kostas, Hatzidimitriou, Anastasia, Maglaveras, Nicos, Chouvarda, Ioanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
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.
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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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