# In silico prediction of cytotoxic T-cell epitopes from Helicobacter pylori virulence factors using an immunoinformatics approach

**Authors:** Demy Valerie Chacon, Kiana Alika Co, Daphne Noreen Enriquez, Aubrey Love Labarda, Reanne Eden Manongsong, Edward Kevin Bragais

PMC · DOI: 10.5114/bta/208778 · BioTechnologia · 2025-09-22

## TL;DR

This study uses computer-based methods to find potential vaccine targets for Helicobacter pylori, a bacteria that causes stomach ulcers.

## Contribution

The study introduces a novel immunoinformatics approach to predict conserved and immunogenic epitopes from H. pylori virulence factors for a multiepitope vaccine.

## Key findings

- Five conserved and immunogenic epitopes were identified from H. pylori virulence factors with strong HLA binding and high population coverage.
- Molecular docking confirmed strong binding of epitopes to HLA proteins with low Gibbs free energy and dissociation constants.
- Predicted epitopes were nonallergenic, nontoxic, and noncross-reactive, making them suitable vaccine candidates.

## Abstract

Helicobacter pylori infects approximately half of the global population, leading to gastric and duodenal ulcers. Despite the availability of antibiotics, challenges such as patient reluctance, high treatment costs, and antibiotic resistance limit their effectiveness, making vaccination a promising alternative. This study used immunoinformatics to identify candidate epitopes for a multiepitope vaccine construct against H. pylori.

The protein variability server was utilized for conservation analysis. The epitopes were screened for antigenicity, allergenicity, toxicity, cross-reactivity, and population coverage. Selected epitopes were docked with their corresponding human leukocyte antigen (HLA) alleles, and thermodynamic quantities were determined. Five virulence factors – HopZ, SabA, HP-NAP, OipA, and urease – were selected for their critical roles in bacterial adhesion, immune modulation, and stress survival.

Conservation analysis revealed a highly conserved protein sequence (Shannon index ≤ 0.1). The predicted epitopes had an IC50 value of ≤ 500 nM, indicating strong binding to the corresponding HLAs, with an estimated population coverage of more than 90% in the Southeast Asian region. The predicted epitopes were identified as probable nonallergens, nontoxic, and noncross-reactive (E value >1.0). Molecular docking analysis showed that the candidate epitopes could bind strongly and spontaneously with their corresponding HLA proteins, as evidenced by low negative Gibbs free energy (ΔG) values and dissociation constants (KD < 100 nM).

The epitopes predicted from the five virulence factors present promising candidates for future H. pylori vaccine design. Further in vitro and in vivo experiments are recommended to validate these preliminary findings.

## Linked entities

- **Proteins:** gspM (cryptic type II secretion system protein GspM), sabA (Hop family adhesin SabA/HopD), oipA (outer inflammatory protein OipA), URE (urease)
- **Species:** Helicobacter pylori (taxon 210)

## Full-text entities

- **Genes:** HLA-S (major histocompatibility complex, class I, S (pseudogene)) [NCBI Gene 267015] {aka HLA-17}
- **Diseases:** gastric and duodenal ulcers (MESH:D013276), toxicity (MESH:D064420)
- **Species:** Homo sapiens (human, species) [taxon 9606], Helicobacter pylori (species) [taxon 210]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12550678/full.md

## References

79 references — full list in the complete paper: https://tomesphere.com/paper/PMC12550678/full.md

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Source: https://tomesphere.com/paper/PMC12550678