In Silico Analyses of Extracellular Proteins of Acinetobacter baumannii as Immunogenic Candidates
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Updated: Aug 29, 2025

The Application of Open Searching-based Approaches for the Identification of Acinetobacter baumannii O-linked Glycopeptides
Published on: November 2, 2021
Sepideh Fereshteh1, Narjes Noori Goodarzi2, Amin Sepehr1
1Department of Bacteriology, Pasteur Institute of Iran, Tehran, Iran.
Background:
Acinetobacter baumannii is an important nosocomial pathogen causing high morbidity and mortality in immunocompromised patients with prolonged hospitalization. Multidrug-resistant A. baumannii infections are on the rise worldwide. Therefore, the discovery of an effective vaccine against this bacterium seems necessary as a cost-effective and preventive strategy.
Methods:
In this present study, 35 genomes of A. baumannii strains were considered, and the extracellular proteins were selected, maximally having one transmembrane helix with high adhesion probability and no similarity to host proteins, as immunogenic candidates using the web tool Vaxign. Subsequently, the role of these selected proteins in bacterial pathogenesis was investigated using VICMpred. Then, the major histocompatibility complex class II, linear B-cell epitopes, and conservation of epitopes were identified using the Immune Epitope Database, BepiPred, and Epitope Conservancy Analysis, respectively. Finally, the B-cell discontinuous epitopes of each protein were predicted using ElliPro and plotted on the three-dimensional structure (3D) of the proteins. The role of the unknown proteins was predicted using the STRING database.
Results:
In this study, eight acceptable immunogenic candidates, including FilF, FimA, putative acid phosphatase, putative exported protein, subtilisin-like serine protease, and three uncharacterized proteins, were identified in A. baumannii.
Conclusions:
The results of the STRING database showed that these three uncharacterized proteins play a role in nutrition (heme utilization), peptide bond cleavage (serine peptidases), and cellular processes (MlaD protein). Extracellular proteins might play a catalyst role in the outer membrane protein-based vaccine of A. baumannii. Furthermore, this study proposed a list of potent immunogenic candidates of extracellular proteins.
Insights
This study identifies eight immunogenic extracellular proteins from Acinetobacter baumannii, including three uncharacterized proteins, as potential vaccine candidates against multidrug-resistant infections. These findings offer a promising strategy for developing effective vaccines to combat this growing public health threat.
Area of Science:
- Bacterial Pathogenesis
- Vaccine Development
- Bioinformatics
Background:
- Acinetobacter baumannii is a significant nosocomial pathogen responsible for high morbidity and mortality, particularly in immunocompromised individuals.
- The increasing prevalence of multidrug-resistant A. baumannii necessitates the development of effective preventive strategies, such as vaccination.
- Current treatment limitations highlight the urgent need for novel therapeutic and prophylactic approaches against A. baumannii infections.
Purpose of the Study:
- To identify and characterize potential immunogenic extracellular proteins of Acinetobacter baumannii for vaccine development.
- To computationally predict the B-cell epitopes and assess the conservation of these candidate proteins.
- To investigate the role of uncharacterized proteins in bacterial pathogenesis and their potential as vaccine targets.
Main Methods:
- Genomic analysis of 35 A. baumannii strains to select extracellular proteins with specific characteristics (transmembrane helices, adhesion probability, no host similarity) using Vaxign.
- In silico prediction of protein function, major histocompatibility complex class II, linear B-cell epitopes, and epitope conservation using VICMpred, Immune Epitope Database, BepiPred, and Epitope Conservancy Analysis.
- Prediction of discontinuous B-cell epitopes using ElliPro and visualization on 3D protein structures, with functional role prediction for uncharacterized proteins via STRING database.
Main Results:
- Eight promising immunogenic candidates were identified, including known proteins (FilF, FimA, putative acid phosphatase, putative exported protein, subtilisin-like serine protease) and three novel uncharacterized proteins.
- Functional analysis using the STRING database indicated that the uncharacterized proteins are involved in essential processes such as heme utilization, peptide bond cleavage, and cellular transport (MlaD protein).
- Identification of conserved B-cell epitopes across the selected extracellular proteins, suggesting their potential for broad immunogenic response.
Conclusions:
- The identified extracellular proteins, particularly the uncharacterized ones, represent potent candidates for developing an outer membrane protein-based vaccine against A. baumannii.
- These proteins may play a catalytic role in the outer membrane, contributing to bacterial pathogenesis and making them viable targets for vaccine strategies.
- This study provides a valuable list of immunogenic candidates that can guide future research and development of an effective Acinetobacter baumannii vaccine.
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