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A High Throughput MHC II Binding Assay for Quantitative Analysis of Peptide Epitopes
Published on: March 25, 2014
Computational Based Designing of a Multi-Epitopes Vaccine against Burkholderia mallei
Muhammad Irfan1, Saifullah Khan2, Alaa R Hameed3
1Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, FL 32611, USA.
Abstract:
The emergence of antibiotic resistance in bacterial species is a major threat to public health and has resulted in high mortality as well as high health care costs. Burkholderia mallei is one of the etiological agents of health care-associated infections. As no licensed vaccine is available against the pathogen herein, using reverse vaccinology, bioinformatics, and immunoinformatics approaches, a multi-epitope-based vaccine against B. mallei was designed. In completely sequenced proteomes of B. mallei, 18,405 core, 3671 non-redundant, and 14,734 redundant proteins were predicted. Among the 3671 non-redundant proteins, 3 proteins were predicted in the extracellular matrix, 11 were predicted as outer membrane proteins, and 11 proteins were predicted in the periplasmic membrane. Only two proteins, type VI secretion system tube protein (Hcp) and type IV pilus secretin proteins, were selected for epitope prediction. Six epitopes, EAMPERMPAA, RSSPPAAGA, DNRPISINL, RQRFDAHAR, AERERQRFDA, and HARAAQLEPL, were shortlisted for multi-epitopes vaccine design. The predicted epitopes were linked to each other via a specific GPGPG linker and the epitopes peptide was then linked to an adjuvant molecule through an EAAAK linker to make the designed vaccine more immunologically potent. The designed vaccine was also found to have favorable physicochemical properties with a low molecular weight and fewer transmembrane helices. Molecular docking studies revealed vaccine construct stable binding with MHC-I, MHC-II, and TLR-4 with energy scores of -944.1 kcal/mol, -975.5 kcal/mol, and -1067.3 kcal/mol, respectively. Molecular dynamic simulation assay noticed stable dynamics of the docked vaccine-receptors complexes and no drastic changes were observed. Binding free energies estimation revealed a net value of -283.74 kcal/mol for the vaccine-MHC-I complex, -296.88 kcal/mol for the vaccine-MHC-II complex, and -586.38 kcal/mol for the vaccine-TLR-4 complex. These findings validate that the designed vaccine construct showed promising ability in terms of binding to immune receptors and may be capable of eliciting strong immune responses once administered to the host. Further evidence from experimentations in mice models is required to validate real immune protection of the designed vaccine construct against B. mallei.
Insights
A novel multi-epitope vaccine against antibiotic-resistant Burkholderia mallei was designed using bioinformatics. Computational studies show promising immune receptor binding, suggesting potential for a new B. mallei vaccine.
Area of Science:
- Infectious Diseases
- Vaccinology
- Computational Biology
Background:
- Antibiotic resistance in bacteria like Burkholderia mallei poses a significant public health threat.
- B. mallei causes healthcare-associated infections, with no licensed vaccine currently available.
- Reverse vaccinology and immunoinformatics offer a promising approach for novel vaccine development.
Purpose of the Study:
- To design a multi-epitope vaccine against Burkholderia mallei using computational methods.
- To identify potential epitopes from B. mallei proteins for vaccine construction.
- To evaluate the immunoinformatic and molecular docking properties of the designed vaccine candidate.
Main Methods:
- Bioinformatics and immunoinformatics tools were employed to analyze B. mallei proteomes.
- Epitopes were predicted from selected B. mallei proteins (Hcp and type IV pilus secretin).
- Epitopes were computationally linked with linkers and an adjuvant; molecular docking and dynamic simulations were performed.
Main Results:
- A multi-epitope vaccine construct was designed by linking six selected epitopes with GPGPG and EAAAK linkers.
- The vaccine construct exhibited favorable physicochemical properties.
- Molecular docking and dynamic simulations demonstrated stable binding with MHC-I, MHC-II, and TLR-4 receptors.
Conclusions:
- The designed multi-epitope vaccine construct shows potential for eliciting strong immune responses against B. mallei.
- In silico findings suggest the vaccine's ability to bind immune receptors, warranting further experimental validation.
- This study provides a foundation for developing a novel vaccine against B. mallei infections.

