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A High Throughput MHC II Binding Assay for Quantitative Analysis of Peptide Epitopes
Published on: March 25, 2014
Computational prediction and molecular simulation-based development of a multi-epitope mRNA vaccine targeting capsule
Shubhi Singh1, Priya Swaminathan1
1Department of Biotechnology, School of Bioengineering, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, Tamil Nadu 603203, India.
Abstract:
Enterobacter cloacae (EC) is a common emergent pathogen that is associated with various infections, including pulmonary infections, sepsis, urinary tract infections, surgical site infections, and outbreaks in neonatal intensive care units. Consequently, developing innovative vaccines against Enterobacter cloacae is critically important. This study focuses on five capsule polysaccharide (CPS) proteins from Enterobacter cloacae to identify potential epitopes to develop an mRNA vaccine aimed at preventing infections caused by this pathogen. Various immunoinformatic techniques were employed to elicit cellular and humoral responses in vaccine development. As a result, we evaluated and identified 12 HTL, CTL, and LBL epitopes, which were integrated into three separate vaccines formulated with adjuvants. The interactions between the chosen epitopes and their matching MHC alleles were predicted using molecular docking analysis. Toll-Like Receptors-2 and 4 were docked with the vaccines that were constructed. Further, molecular dynamics simulation predicted the binding complex's stability, and vaccination was then tested through in silico immunological modeling. Codon optimization was performed for the efficient generation of translated mRNA in the human host. The proposed vaccine construct appears to be a promising candidate for combating Enterobacter cloacae infections and is suitable for in vitro investigations to confirm its efficacy.
Insights
Developing an Enterobacter cloacae (EC) vaccine is crucial. This study identified 12 epitopes for an mRNA vaccine, showing promise in silico for preventing EC infections.
Area of Science:
- Microbiology
- Vaccinology
- Bioinformatics
Background:
- Enterobacter cloacae (EC) is a significant opportunistic pathogen causing diverse infections.
- The emergence of EC necessitates the development of novel preventive strategies, such as vaccines.
Purpose of the Study:
- To identify potential epitopes from Enterobacter cloacae capsule polysaccharide (CPS) proteins for mRNA vaccine development.
- To design and evaluate an in silico mRNA vaccine candidate against EC infections.
Main Methods:
- Utilized immunoinformatic approaches to identify T-cell and B-cell epitopes.
- Employed molecular docking and dynamics simulations to predict epitope-MHC interactions and complex stability.
- Performed in silico immunological modeling and codon optimization for mRNA vaccine design.
Main Results:
- Identified 12 T-helper (HTL), cytotoxic T-lymphocyte (CTL), and linear B-cell (LBL) epitopes.
- Successfully designed three distinct vaccine constructs with adjuvants.
- In silico analysis indicated vaccine stability and potential efficacy, with successful docking to Toll-Like Receptors 2 and 4.
Conclusions:
- The proposed in silico mRNA vaccine construct is a promising candidate for combating Enterobacter cloacae infections.
- Further in vitro studies are warranted to validate the efficacy of this novel vaccine approach.
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