ArticleBMC bioinformatics2023
Immunoinformatics-aided design of a new multi-epitope vaccine adjuvanted with domain 4 of pneumolysin against Streptococcus pneumoniae strains.
Article in BMC bioinformatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 32 citations in OpenAlex.
- Leveraging the bacteria for enhanced cancer immunotherapy: from a perspective of synthetic biology.Cancer biology & therapy · 2026Review
- Designing a novel therapeutic candidate vaccine for HPV16 using immunoinformatics approach: Targeting E6 and E7 epitopes with TLR4 agonist integration.BioImpacts : BI · 2026Article
- Immunogenic insights and experimental validation of a multiepitope vaccine construct againstFrontiers in immunology · 2026Article
- Next-generation mRNA vaccines eliciting robust protection against multidrug-resistant Enterobacteriaceae.NPJ vaccines · 2025Article
- In silico design and characterization of a novel multi-epitope mRNA vaccine candidate against Streptococcus pneumoniae.Scientific reports · 2025Article
- Targeting SOX9: designing a novel vaccine against triple-negative breast cancer.Scientific reports · 2025Article
- Epitope-Based Vaccines: The Next Generation of Promising Vaccines Against Bacterial Infection.Vaccines · 2025Review
- Molecular and Immunological Properties of a Chimeric Glycosyl Hydrolase 18 Based on Immunoinformatics Approaches: A Design of a New Anti-ACS pharmacology & translational science · 2025Article
- Development of a broad-spectrum epitope-based vaccine against Streptococcus pneumoniae.PloS one · 2025Article
- Immunoinformatics-driven design and computational analysis of a multiepitope vaccine targeting uropathogenicIn silico pharmacology · 2025Article
- Using immunoinformatics and bioinformatics approach to design novel and effective rational in-silico vaccine against humanIn silico pharmacology · 2025Article
- An integrated subtractive genomics and immunoinformatic approach for designing a multi-epitope peptide vaccine against methicillin-resistantFrontiers in bioinformatics · 2025Article
- Peptide vaccines: an innovative therapeutic approach against antibiotic-resistant bacterial infections.Frontiers in immunology · 2025Review
- Investigate the binding of pesticides with the TLR4 receptor protein found in mammals and zebrafish using molecular docking and molecular dynamics simulations.Scientific reports · 2024Article
- Comprehensive bioinformatics-based annotation and functional characterization of bovine chymosin protein revealed novel biological insights.Food chemistry. Molecular sciences · 2024Article
- Artificial intelligence-driven reverse vaccinology forFrontiers in molecular biosciences · 2024Article
- The Screening of the Protective Antigens ofVaccines · 2023Article
- Defeating a superbug: A breakthrough in vaccine design against multidrug-resistant Pseudomonas aeruginosa using reverse vaccinology.PloS one · 2023Article
- Recent progress in pneumococcal protein vaccines.Frontiers in immunology · 2023Review
- A new candidate epitope-based vaccine against PspA PhtD ofFrontiers in cellular and infection microbiology · 2023Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundStreptococcus pneumoniae (Pneumococcus) has remained a leading cause of fatal infections such as pneumonia, meningitis, and sepsis. Moreover, this pathogen plays a major role in bacterial co-infection in patients with life-threatening respiratory virus diseases such as influenza and COVID-19. High morbidity and mortality in over one million cases, especially in very young children and the elderly, are the main motivations for pneumococcal vaccine development. Due to the limitations of the currently marketed polysaccharide-based vaccines, non-serotype-specific protein-based vaccines have received wide research interest in recent years. One step further is to identify high antigenic regions within multiple highly-conserved proteins in order to develop peptide vaccines that can affect various stages of pneumococcal infection, providing broader serotype coverage and more effective protection. In this study, immunoinformatics tools were used to design an effective multi-epitope vaccine in order to elicit neutralizing antibodies against multiple strains of pneumococcus.
resultsThe B- and T-cell epitopes from highly protective antigens PspA (clades 1-5) and PhtD were predicted and immunodominant peptides were linked to each other with proper linkers. The domain 4 of Ply, as a potential TLR4 agonist adjuvant candidate, was attached to the end of the construct to enhance the immunogenicity of the epitope vaccine. The evaluation of the physicochemical and immunological properties showed that the final construct was stable, soluble, antigenic, and non-allergenic. Furthermore, the protein was found to be acidic and hydrophilic in nature. The protein 3D-structure was built and refined, and the Ramachandran plot, ProSA-web, ERRAT, and Verify3D validated the quality of the final model. Molecular docking analysis showed that the designed construct via Ply domain 4 had a strong interaction with TLR4. The structural stability of the docked complex was confirmed by molecular dynamics. Finally, codon optimization was performed for gene expression in E. coli, followed by in silico cloning in the pET28a(+) vector.
conclusionThe computational analysis of the construct showed acceptable results, however, the suggested vaccine needs to be experimentally verified in laboratory to ensure its safety and immunogenicity.
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