# Development of serologic diagnostic test based on in silico predicted synthetic peptides for Brucella canis in dogs

**Authors:** Monique Ferreira Silva Souza, Lucas dos Reis de Souza, Pamela Aparecida Lima, Tatyane Martins Cirilo, Samuel Alexandre Pimenta Carvalho, Lilian Lacerda Bueno, João Luís Reis Cunha, Tatiane Alves da Paixão, Ricardo Toshio Fujiwara, Renato Lima Santos

PMC · DOI: 10.1371/journal.pone.0342574 · PLOS One · 2026-02-17

## TL;DR

This paper describes the development of a new, more accurate serologic test for diagnosing canine brucellosis using synthetic peptides predicted through computational methods.

## Contribution

The study introduces a novel diagnostic approach using in silico predicted and validated B cell epitopes for Brucella canis in dogs.

## Key findings

- A combination of 10 synthetic peptides was developed into an iELISA protocol with 100% specificity and 80% sensitivity.
- A multi-epitope protein expressed in E. coli showed similar performance to the iELISA protocol for detecting anti-B. canis antibodies.
- Combining IgM and IgG detection may improve diagnostic sensitivity.

## Abstract

Serologic diagnosis of canine brucellosis caused by Brucella canis remains quite challenging since the currently available methods have considerable limitations, although the relevance and awareness about this zoonotic pathogen is increasing over the past few years. Therefore, the development of novel strategies is highly desirable. In this study, in silico analyses resulted in prediction of B. canis specific B cell epitopes, which were validated by synthesizing the corresponding peptides on a membrane followed by immunobloting with sera from dogs naturally infected with B. canis or uninfected controls as well as by excluding epitopes that cross reacted with sera from cattle and sheep infected with B. abortus and B. ovis, respectively. This approach resulted in the identification of 26 epitopes that reacted exclusively with sera from dogs infected with B. canis, from which the 15 with strongest signal in the immunoblot were selected and synthesized in soluble form for further analyses. The best 10 synthetic peptides (considering the noise to signal ratio) were used in combination as antigens for development of a B. canis specific indirect enzyme-linked immunosorbent assay (iELISA) protocol, which yielded improved specificity to differentiate from other common canine pathogens (Leishmania sp. and Babesia sp.) and an improved performance (100% specificity and 80% sensitivity) when compared to crude bacterial protein extracts used as antigen for iELISA. These selected epitopes were also incorporated in a multi-B. canis epitope protein that was expressed in E. coli and employed as antigen for detection of anti-B. canis IgG and IgM from naturally infected dogs, resulting in analytical performance similar to the iELISA protocol in which synthetic peptides were used as antigens (100% specificity and 75% sensitivity). The results clearly indicate that combination of detection of IgM and IgG may result in higher sensitivity. Therefore, this study provides novel tools for improving the accuracy of serologic diagnosis of canine brucellosis caused by B. canis.

## Linked entities

- **Proteins:** IGG (Immunoglobulin G level), CD40LG (CD40 ligand)
- **Diseases:** brucellosis (MONDO:0005683)
- **Species:** Brucella canis (taxon 36855), Canis lupus familiaris (taxon 9615), Escherichia coli (taxon 562)

## Full-text entities

- **Genes:** ALB (albumin) [NCBI Gene 280717]
- **Diseases:** bacterial (MESH:D001424), tuberculosis (MESH:D014376), infectious diseases (MESH:D003141), Brucellosis (MESH:D002006), infection (MESH:D007239), iELISA (MESH:D051556), B. canis infections (MESH:D006566), babesiosis (MESH:D001404), leishmaniasis (MESH:D007896)
- **Chemicals:** IPTG (MESH:D007544), polystyrene (MESH:D011137), citric acid (MESH:D019343), luminol (MESH:D008165), DMF (MESH:D004126), sucrose (MESH:D013395), LPS (MESH:D008070), H+ (MESH:D006859), cellulose (MESH:D002482), Tween 20 (MESH:D011136), TBS-T (MESH:C027647), H2SO4 (MESH:C033158), TentaGel (MESH:C101297), 2xYT broth (-), H2O2 (MESH:D006861), sodium phosphate (MESH:C018279), amino acids (MESH:D000596), urea (MESH:D014508), trifluoroacetic acid (MESH:D014269), 2-ME (MESH:D008623), o-phenylenediamine dihydrochloride (MESH:C034193), water (MESH:D014867), Imidazole (MESH:C029899), Peptide (MESH:D010455), SDS (MESH:D012967), glacial acetic acid (MESH:D019342), rose Bengal (MESH:D012395), Glycine (MESH:D005998), kanamycin (MESH:D007612), ethanol (MESH:D000431), nitrogen (MESH:D009584), polyacrylamide (MESH:C016679), 4-methylpiperidine (MESH:C000598710), acetonitrile (MESH:C032159)
- **Species:** Brucella abortus (species) [taxon 235], Bos taurus (bovine, species) [taxon 9913], Capra hircus (domestic goat, species) [taxon 9925], Brucella ovis (species) [taxon 236], Brucella melitensis (species) [taxon 29459], Brucella suis ("Organism resembling Bacillus abortus" Traum 1914, species) [taxon 29461], Homo sapiens (human, species) [taxon 9606], Escherichia coli BL21 (strain) [taxon 511693], Leishmania sp. (species) [taxon 28847], Brucella sp. (species) [taxon 52132], Ovis aries (domestic sheep, species) [taxon 9940], Babesia sp. (species) [taxon 35084], Escherichia coli (E. coli, species) [taxon 562], Mus musculus (house mouse, species) [taxon 10090], Brucella canis (species) [taxon 36855], Canis lupus familiaris (dog, subspecies) [taxon 9615]
- **Mutations:** C for 16-18
- **Cell lines:** BL21 (DE3) — Mus musculus (Mouse), Hybridoma (CVCL_B7HM), BL21 — Homo sapiens (Human), EBV-related Burkitt lymphoma, Cancer cell line (CVCL_M639), -28a — Oryctolagus cuniculus (Rabbit), Transformed cell line (CVCL_6E94)

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12912580/full.md

## References

27 references — full list in the complete paper: https://tomesphere.com/paper/PMC12912580/full.md

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Source: https://tomesphere.com/paper/PMC12912580