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Published on: December 19, 2020
A computational approach to developing a multi-epitope vaccine for combating Pseudomonas aeruginosa-induced pneumonia
Suronjit Kumar Roy1, Mohammad Shahangir Biswas1,2, Md Foyzur Raman1
1Department of Biochemistry and Biotechnology, Khwaja Yunus Ali University, Chouhali, Sirajganj 6751, Bangladesh.
Abstract:
Pseudomonas aeruginosa is a complex nosocomial infectious agent responsible for numerous illnesses, with its growing resistance variations complicating treatment development. Studies have emphasized the importance of virulence factors OprE and OprF in pathogenesis, highlighting their potential as vaccine candidates. In this study, B-cell, MHC-I, and MHC-II epitopes were identified, and molecular linkers were active to join these epitopes with an appropriate adjuvant to construct a vaccine. Computational tools were employed to forecast the tertiary framework, characteristics, and also to confirm the vaccine's composition. The potency was weighed through population coverage analysis and immune simulation. This project aims to create a multi-epitope vaccine to reduce P. aeruginosa-related illness and mortality using immunoinformatics resources. The ultimate complex has been determined to be stable, soluble, antigenic, and non-allergenic upon inspection of its physicochemical and immunological properties. Additionally, the protein exhibited acidic and hydrophilic characteristics. The Ramachandran plot, ProSA-web, ERRAT, and Verify3D were employed to ensure the final model's authenticity once the protein's three-dimensional structure had been established and refined. The vaccine model showed a significant binding score and stability when interacting with MHC receptors. Population coverage analysis indicated a global coverage rate of 83.40%, with the USA having the highest coverage rate, exceeding 90%. Moreover, the vaccine sequence underwent codon optimization before being cloned into the Escherichia coli plasmid vector pET-28a (+) at the EcoRI and EcoRV restriction sites. Our research has developed a vaccine against P. aeruginosa that has strong binding affinity and worldwide coverage, offering an acceptable way to mitigate nosocomial infections.
Insights
This study developed a novel multi-epitope vaccine targeting Pseudomonas aeruginosa virulence factors OprE and OprF. Computational analysis confirmed its stability and potential for broad global coverage against this nosocomial pathogen.
Area of Science:
- Immunoinformatics
- Vaccine Development
- Computational Biology
Background:
- Pseudomonas aeruginosa is a significant nosocomial pathogen with increasing antibiotic resistance.
- Virulence factors OprE and OprF are critical for P. aeruginosa pathogenesis and are potential vaccine targets.
Purpose of the Study:
- To design and computationally validate a multi-epitope subunit vaccine against P. aeruginosa.
- To utilize immunoinformatics tools for predicting vaccine efficacy and coverage.
Main Methods:
- Identification of B-cell, MHC-I, and MHC-II epitopes from OprE and OprF.
- In silico construction of a multi-epitope vaccine construct with molecular linkers and adjuvant.
- Tertiary structure prediction, physicochemical and immunological property analysis, and structural validation (Ramachandran plot, ProSA-web, ERRAT, Verify3D).
- Population coverage analysis and immune simulation.
- Codon optimization and cloning into pET-28a (+) vector.
Main Results:
- The designed vaccine construct was predicted to be stable, soluble, antigenic, and non-allergenic.
- Structural validation confirmed the authenticity and stability of the vaccine model.
- High binding affinity to MHC receptors and significant global population coverage (83.40%) were predicted.
- Codon optimization and successful in silico cloning into E. coli vector.
Conclusions:
- A computationally designed multi-epitope vaccine against P. aeruginosa demonstrates promising stability, immunogenicity, and broad population coverage.
- This approach offers a viable strategy for developing effective vaccines against P. aeruginosa-related nosocomial infections.

