In silico-predicted B-cell epitopes for bovine brucellosis serodiagnosis: Preliminary analytical evaluation of synthetic peptide- and multi-epitope protein-based indirect ELISAs

Serological methods are valuable diagnostic tools for bovine brucellosis, a zoonotic infectious disease with a worldwide distribution. Currently employed diagnostic methods utilize crude bacterial extract or regions of LPS, a molecule that can exhibit cross-reactions with other infectious agents. The goal of this study was to develop an indirect enzyme-linked immunosorbent assay (ELISAi) using synthetic peptides or a multi-epitope protein based on in silico-predicted B cell epitopes. Peptides were synthesized on a cellulose membrane using spot synthesis, and immunoblots were performed to evaluate reactivity by densitometry against bovine sera of interest. Peptides reacting with serum from positive cattle and non-reactive to the serum from negative controls were selected, synthesized in a soluble form, and used as antigens for the development of the ELISAi. Two peptides (P1 and P2) were selected and, after standardization of the ELISAi, positive (25) and negative (175) samples were tested, resulting in a sensitivity of 84% (21/25) and specificity of 83.43% (146/175). The sequence of the two peptides in replicates with spacers were inserted into a multi-epitope protein, which was also used as antigen in an ELISAi resulting in a sensitivity of 72% (18/25) and a specificity of 61.71% (108/175). This study provided a preliminary analytical assessment of in silico-predicted epitopes for developing novel serologic diagnostic tests.

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Journal
PLoS ONE
Published
2026-06-30
DOI
https://doi.org/10.1371/journal.pone.0352788
Primary Topic
Brucella: diagnosis, epidemiology, treatment
Type
article
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article

In silico-predicted B-cell epitopes for bovine brucellosis serodiagnosis: Preliminary analytical evaluation of synthetic peptide- and multi-epitope protein-based indirect ELISAs

Ricardo Toshio Fujiwara, Tatyane Martins Cirilo, Paulo Martins Soares Filho, Samuel Alexandre Pimenta Carvalho et al.
PLoS ONE
Brucella: diagnosis, epidemiology, treatment
article

In silico-predicted B-cell epitopes for bovine brucellosis serodiagnosis: Preliminary analytical evaluation of synthetic peptide- and multi-epitope protein-based indirect ELISAs

Ricardo Toshio Fujiwara, Tatyane Martins Cirilo, Paulo Martins Soares Filho, Samuel Alexandre Pimenta Carvalho, Alessandro de Sá Guimarães, Lucas dos Reis de Souza, Renato L. Santos, M. F. de Souza, Patrícia Gomes de Souza, João Luís Reis Cunha, Letícia Neves Ribeiro, Lilian Lacerda Bueno, Pâmela Aparecida Lima, Tatiane Alves da Paixão
article en

Abstract

Serological methods are valuable diagnostic tools for bovine brucellosis, a zoonotic infectious disease with a worldwide distribution. Currently employed diagnostic methods utilize crude bacterial extract or regions of LPS, a molecule that can exhibit cross-reactions with other infectious agents. The goal of this study was to develop an indirect enzyme-linked immunosorbent assay (ELISAi) using synthetic peptides or a multi-epitope protein based on in silico-predicted B cell epitopes. Peptides were synthesized on a cellulose membrane using spot synthesis, and immunoblots were performed to evaluate reactivity by densitometry against bovine sera of interest. Peptides reacting with serum from positive cattle and non-reactive to the serum from negative controls were selected, synthesized in a soluble form, and used as antigens for the development of the ELISAi. Two peptides (P1 and P2) were selected and, after standardization of the ELISAi, positive (25) and negative (175) samples were tested, resulting in a sensitivity of 84% (21/25) and specificity of 83.43% (146/175). The sequence of the two peptides in replicates with spacers were inserted into a multi-epitope protein, which was also used as antigen in an ELISAi resulting in a sensitivity of 72% (18/25) and a specificity of 61.71% (108/175). This study provided a preliminary analytical assessment of in silico-predicted epitopes for developing novel serologic diagnostic tests.

PLoS ONEVol. 21(6)
Universidade Federal de Minas Gerais (BR), Brazilian Agricultural Research Corporation (BR), Empresa de Pesquisa Agropecuária de Minas Gerais (BR), Ministério da Agricultura (PT), University of York (GB), Ministry of Agriculture, Livestock, and Food Supply (BR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação de Amparo à Pesquisa do Estado de Minas Gerais
Partnerships for the goals
Openalex Percentile: Top 7%
Brucella: diagnosis, epidemiology, treatment
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