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EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes

Epitopes are portions of a protein that are recognized by antibodies. These small amino acid sequences represent a significant breakthrough in a branch of bioinformatics called immunoinformatics. Various software are available for linear B-cell epitope (BCE) prediction such as ABCPred, SVMTrip, EpiD...

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Detalles Bibliográficos
Autores principales: Moreira, Renato Simões, Filho, Vilmar Benetti, Calomeno, Nathália Anderson, Wagner, Glauber, Miletti, Luiz Claudio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9102138/
https://www.ncbi.nlm.nih.gov/pubmed/35571557
http://dx.doi.org/10.1177/11779322221095221
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author Moreira, Renato Simões
Filho, Vilmar Benetti
Calomeno, Nathália Anderson
Wagner, Glauber
Miletti, Luiz Claudio
author_facet Moreira, Renato Simões
Filho, Vilmar Benetti
Calomeno, Nathália Anderson
Wagner, Glauber
Miletti, Luiz Claudio
author_sort Moreira, Renato Simões
collection PubMed
description Epitopes are portions of a protein that are recognized by antibodies. These small amino acid sequences represent a significant breakthrough in a branch of bioinformatics called immunoinformatics. Various software are available for linear B-cell epitope (BCE) prediction such as ABCPred, SVMTrip, EpiDope, and EpitopeVec; a well-known BCE predictor is BepiPred-2.0. However, despite the prediction, there are several essential steps, such as epitope assembly, evaluation, and searching for epitopes in other proteomes. Here, we present EpiBuilder (https://epibuilder.sourceforge.io), a user friendly software that assists in epitope assembly, classifying and searching using input results of BepiPred-2.0. EpiBuilder generates several output results from these data and supports a proteome-wide processing approach. In addition, this software provides the following features: Chou & Fasman beta-turn prediction, Emini surface accessibility prediction, Karplus and Schulz flexibility prediction, Kolaskar and Tongaonkar antigenicity, Parker hydrophilicity prediction, N-glycosylation domains, and hydropathy. These information generate a unique topology for each epitope, visually demonstrating its characteristics. The software can search the entire epitope sequence in various FASTA files, and it allows to use BLASTP to identify epitopes that eventually have sequence variations. As an EpiBuilder application, we developed a epitope dataset from the protozoan Trypanosoma brucei gambiense, the gram-positive bacterium Clostridioides difficile, and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).
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spelling pubmed-91021382022-05-14 EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes Moreira, Renato Simões Filho, Vilmar Benetti Calomeno, Nathália Anderson Wagner, Glauber Miletti, Luiz Claudio Bioinform Biol Insights Original Research Epitopes are portions of a protein that are recognized by antibodies. These small amino acid sequences represent a significant breakthrough in a branch of bioinformatics called immunoinformatics. Various software are available for linear B-cell epitope (BCE) prediction such as ABCPred, SVMTrip, EpiDope, and EpitopeVec; a well-known BCE predictor is BepiPred-2.0. However, despite the prediction, there are several essential steps, such as epitope assembly, evaluation, and searching for epitopes in other proteomes. Here, we present EpiBuilder (https://epibuilder.sourceforge.io), a user friendly software that assists in epitope assembly, classifying and searching using input results of BepiPred-2.0. EpiBuilder generates several output results from these data and supports a proteome-wide processing approach. In addition, this software provides the following features: Chou & Fasman beta-turn prediction, Emini surface accessibility prediction, Karplus and Schulz flexibility prediction, Kolaskar and Tongaonkar antigenicity, Parker hydrophilicity prediction, N-glycosylation domains, and hydropathy. These information generate a unique topology for each epitope, visually demonstrating its characteristics. The software can search the entire epitope sequence in various FASTA files, and it allows to use BLASTP to identify epitopes that eventually have sequence variations. As an EpiBuilder application, we developed a epitope dataset from the protozoan Trypanosoma brucei gambiense, the gram-positive bacterium Clostridioides difficile, and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). SAGE Publications 2022-05-11 /pmc/articles/PMC9102138/ /pubmed/35571557 http://dx.doi.org/10.1177/11779322221095221 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Moreira, Renato Simões
Filho, Vilmar Benetti
Calomeno, Nathália Anderson
Wagner, Glauber
Miletti, Luiz Claudio
EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes
title EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes
title_full EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes
title_fullStr EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes
title_full_unstemmed EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes
title_short EpiBuilder: A Tool for Assembling, Searching, and Classifying B-Cell Epitopes
title_sort epibuilder: a tool for assembling, searching, and classifying b-cell epitopes
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9102138/
https://www.ncbi.nlm.nih.gov/pubmed/35571557
http://dx.doi.org/10.1177/11779322221095221
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