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ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline

Reproducible and robust data on antibody repertoires are invaluable for basic and applied immunology. Next-generation sequencing (NGS) of antibody variable regions has emerged as a powerful tool in systems immunology, providing quantitative molecular information on antibody polyclonal composition. H...

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Autores principales: Avram, Oren, Vaisman-Mentesh, Anna, Yehezkel, Dror, Ashkenazy, Haim, Pupko, Tal, Wine, Yariv
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6077260/
https://www.ncbi.nlm.nih.gov/pubmed/30105017
http://dx.doi.org/10.3389/fimmu.2018.01686
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author Avram, Oren
Vaisman-Mentesh, Anna
Yehezkel, Dror
Ashkenazy, Haim
Pupko, Tal
Wine, Yariv
author_facet Avram, Oren
Vaisman-Mentesh, Anna
Yehezkel, Dror
Ashkenazy, Haim
Pupko, Tal
Wine, Yariv
author_sort Avram, Oren
collection PubMed
description Reproducible and robust data on antibody repertoires are invaluable for basic and applied immunology. Next-generation sequencing (NGS) of antibody variable regions has emerged as a powerful tool in systems immunology, providing quantitative molecular information on antibody polyclonal composition. However, major computational challenges exist when analyzing antibody sequences, from error handling to hypermutation profiles and clonal expansion analyses. In this work, we developed the ASAP (A webserver for Immunoglobulin-Seq Analysis Pipeline) webserver (https://asap.tau.ac.il). The input to ASAP is a paired-end sequence dataset from one or more replicates, with or without unique molecular identifiers. These datasets can be derived from NGS of human or murine antibody variable regions. ASAP first filters and annotates the sequence reads using public or user-provided germline sequence information. The ASAP webserver next performs various calculations, including somatic hypermutation level, CDR3 lengths, V(D)J family assignments, and V(D)J combination distribution. These analyses are repeated for each replicate. ASAP provides additional information by analyzing the commonalities and differences between the repeats (“joint” analysis). For example, ASAP examines the shared variable regions and their frequency in each replicate to determine which sequences are less likely to be a result of a sample preparation derived and/or sequencing errors. Moreover, ASAP clusters the data to clones and reports the identity and prevalence of top ranking clones (clonal expansion analysis). ASAP further provides the distribution of synonymous and non-synonymous mutations within the V genes somatic hypermutations. Finally, ASAP provides means to process the data for proteomic analysis of serum/secreted antibodies by generating a variable region database for liquid chromatography high resolution tandem mass spectrometry (LC-MS/MS) interpretation. ASAP is user-friendly, free, and open to all users, with no login requirement. ASAP is applicable for researchers interested in basic questions related to B cell development and differentiation, as well as applied researchers who are interested in vaccine development and monoclonal antibody engineering. By virtue of its user-friendliness, ASAP opens the antibody analysis field to non-expert users who seek to boost their research with immune repertoire analysis.
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spelling pubmed-60772602018-08-13 ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline Avram, Oren Vaisman-Mentesh, Anna Yehezkel, Dror Ashkenazy, Haim Pupko, Tal Wine, Yariv Front Immunol Immunology Reproducible and robust data on antibody repertoires are invaluable for basic and applied immunology. Next-generation sequencing (NGS) of antibody variable regions has emerged as a powerful tool in systems immunology, providing quantitative molecular information on antibody polyclonal composition. However, major computational challenges exist when analyzing antibody sequences, from error handling to hypermutation profiles and clonal expansion analyses. In this work, we developed the ASAP (A webserver for Immunoglobulin-Seq Analysis Pipeline) webserver (https://asap.tau.ac.il). The input to ASAP is a paired-end sequence dataset from one or more replicates, with or without unique molecular identifiers. These datasets can be derived from NGS of human or murine antibody variable regions. ASAP first filters and annotates the sequence reads using public or user-provided germline sequence information. The ASAP webserver next performs various calculations, including somatic hypermutation level, CDR3 lengths, V(D)J family assignments, and V(D)J combination distribution. These analyses are repeated for each replicate. ASAP provides additional information by analyzing the commonalities and differences between the repeats (“joint” analysis). For example, ASAP examines the shared variable regions and their frequency in each replicate to determine which sequences are less likely to be a result of a sample preparation derived and/or sequencing errors. Moreover, ASAP clusters the data to clones and reports the identity and prevalence of top ranking clones (clonal expansion analysis). ASAP further provides the distribution of synonymous and non-synonymous mutations within the V genes somatic hypermutations. Finally, ASAP provides means to process the data for proteomic analysis of serum/secreted antibodies by generating a variable region database for liquid chromatography high resolution tandem mass spectrometry (LC-MS/MS) interpretation. ASAP is user-friendly, free, and open to all users, with no login requirement. ASAP is applicable for researchers interested in basic questions related to B cell development and differentiation, as well as applied researchers who are interested in vaccine development and monoclonal antibody engineering. By virtue of its user-friendliness, ASAP opens the antibody analysis field to non-expert users who seek to boost their research with immune repertoire analysis. Frontiers Media S.A. 2018-07-30 /pmc/articles/PMC6077260/ /pubmed/30105017 http://dx.doi.org/10.3389/fimmu.2018.01686 Text en Copyright © 2018 Avram, Vaisman-Mentesh, Yehezkel, Ashkenazy, Pupko and Wine. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Avram, Oren
Vaisman-Mentesh, Anna
Yehezkel, Dror
Ashkenazy, Haim
Pupko, Tal
Wine, Yariv
ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline
title ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline
title_full ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline
title_fullStr ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline
title_full_unstemmed ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline
title_short ASAP - A Webserver for Immunoglobulin-Sequencing Analysis Pipeline
title_sort asap - a webserver for immunoglobulin-sequencing analysis pipeline
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6077260/
https://www.ncbi.nlm.nih.gov/pubmed/30105017
http://dx.doi.org/10.3389/fimmu.2018.01686
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