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Enrichment of Native and Recombinant Extracellular Vesicles of Mycobacteria
Published on: December 8, 2023
Computational approaches to identify common subunit vaccine candidates against bacterial meningitis
Manne Munikumar1, I Vani Priyadarshini, Dibyabhaba Pradhan
1SVIMS Bioinformatics Centre, Department of Bioinformatics, SVIMS University, Tirupati 517507, AP, India.
Abstract:
Bacterial meningitis, an infection of the membranes (meninges) and cerebrospinal fluid (CSF) surrounding the brain and spinal cord, is a major cause of death and disability all over the world. From perinatal period to adult, four common organisms responsible for most of the bacterial meningitis are Streptococcus pneumonia, Neisseria meningitidis, Haemophilus influenza and Staphylococcus aureus. As the disease is caused by more organisms, currently available vaccines for bacterial meningitis are specific and restricted to some of the serogroups or serotypes of each bacterium. In an effort to design common vaccine against bacterial meningitis, proteomes of the four pathogens were compared to extract seven common surface exposed ABC transporter proteins. Pro-Pred server was used to investigate the seven surface exposed proteins for promiscuous T-cell epitopes prediction. Predicted 22 T-cell epitopes were validated through published positive control, SYFPEITHI and immune epitope database to reduce the epitope dataset into seven. T-cell epitope 162-FMILPIFNV-170 of spermidine/putrescine ABC transporter permease (potH) protein was conserved across the four selected pathogens of bacterial meningitis. Hence, structural analysis was extended for epitope 162-FMILPIFNV-170. Crystal structures of HLA-DRB alleles were retrieved and structure of potH was modeled using Prime v3.0 for structural analysis. Computational docking of HLA-DRB alleles and epitope 162-FMILPIFNV-170 of potH was performed using Glide v5.7. RMSD and RMSF of simulation studies were analyzed by Desmond v3.2. The docking and simulation results revealed that the HLA-DRB-epitope complex was stable with interaction repressive function of HLA. Thus, the epitope would be ideal candidate for T-cell driven subunit vaccine design against bacterial meningitis.
Insights
A novel T-cell epitope from a common bacterial meningitis protein offers a promising target for a universal vaccine. This conserved epitope, identified through proteomic and computational analysis, could lead to broader protection against this deadly disease.
Area of Science:
- * Immunology
- * Vaccinology
- * Computational Biology
Background:
- * Bacterial meningitis is a leading cause of global mortality and disability.
- * Current vaccines target specific serogroups/serotypes, limiting broad protection.
- * Four key pathogens: Streptococcus pneumoniae, Neisseria meningitidis, Haemophilus influenzae, and Staphylococcus aureus.
Purpose of the Study:
- * To identify common targets for a universal bacterial meningitis vaccine.
- * To investigate conserved surface-exposed proteins for potential T-cell epitopes.
- * To evaluate the suitability of identified epitopes for vaccine development.
Main Methods:
- * Comparative proteomic analysis of four bacterial meningitis pathogens.
- * In silico prediction and validation of promiscuous T-cell epitopes using Pro-Pred, SYFPEITHI, and IEDB.
- * Structural analysis including protein modeling, molecular docking (Glide), and molecular dynamics simulations (Desmond).
Main Results:
- * Seven common surface-exposed ABC transporter proteins were identified.
- * A conserved T-cell epitope (162-FMILPIFNV-170) from the potH protein was found across all four pathogens.
- * Computational docking and simulation confirmed stable interaction between the epitope and HLA-DRB alleles.
Conclusions:
- * The identified T-cell epitope (162-FMILPIFNV-170) is a strong candidate for a T-cell driven subunit vaccine.
- * This epitope's conservation across major bacterial meningitis pathogens suggests potential for a universal vaccine.
- * Further development of this epitope could significantly impact bacterial meningitis prevention.
Related Concept Videos
Bacterial Meningitis I: Introduction
Bacterial Meningitis II: Pathophysiology
Modern Molecular Taxonomy
Viral Meningitis
Vaccines
Vaccine Production

