B and T cell epitope-based peptides predicted from clumping factor protein of Staphylococcus aureus as vaccine targets
Graphical abstract
Introduction
Staphylococcus aureus is a major human pathogen that causes a wide range of clinical infections. It is a major cause of bacteremia, skin and soft tissue infection, and device-related infections [1,2]. The bacteria are also categorized by The World Health Organization as the organism of high priority by the global priority list of antibiotic-resistant bacteria and prioritizing the research and development of new and effective antibiotic treatments against the pathogen [3]. Annually, approximately 106 million of the 119,247 new cases of bloodstream infection, and 19,832 associated deaths are reported worldwide due to S. aureus infection [4].
The major contribution to S. aureus infection is the plethora of virulence factors expressed by the pathogen that manipulate the host's innate and adaptive immune responses [5]. It is reported that S. aureus expresses up to 25 different cell wall-anchored proteins, which are covalently linked to the peptidoglycan layer by the enzyme sortase A and are primarily involved in adhesion and invasion of host cells and tissues, biofilm formation, and immune evasion [6,7]. Clumping factors (Clfs) A and B are two structurally related fibrinogen-binding proteins that are expressed on the surface of S. aureus and are reported to play a vital role in pathogenesis and virulence. ClfA protein inhibits phagocytosis, as well as promotes adhesion to fibrin and fibrinogen [8,9], whereas ClfB protein is responsible for mediating bacterial attachment to the corneocytes of the nasal cavity and also activates human platelet aggregation [[10], [11], [12]], contributing significantly to the immune-stimulatory activity of S. aureus [13,14]. It has been experimentally validated that ClfB plays a vital role during skin and soft tissue infection SSTIs, likely exerting its effect in the early stage of S. aureus infection [14].
A study has demonstrated that groups of mice nasally immunized with ClfA prior to an induced sublethal dose of S. aureus showed a reduction in bacterial load both locally at the site of infection (peritoneal cavity) and systemically (kidneys and spleen) in vaccinated animals over the course of infection. Further, in addition to promoting T-cell responses, infiltration of neutrophils and macrophages increased remarkably as compared to unvaccinated animals [15].
Besides the potential of staphylococcal (ClfA) as a virulence factor, the protein has been proposed as a promising target for inclusion in multivalent vaccines for its ubiquitous expression among clinical isolates and augmented T cell response and IFN-γ secretion in response to stimulation by ClfA and heat-killed S. aureus [16,17]. Furthermore, the efficacy of clumping factor A (ClfA) has been demonstrated in several staphylococcal infection models [18].
Due to the emergence of multidrug-resistant strains as well as the costly, time-consuming, and low effectiveness of antibiotic therapy, many efforts have been done to develop an effective vaccine against S. aureus. However, despite ongoing efforts over the past 20 years, no licensed S. aureus vaccine is yet available commercially [19]. Previous attempts have investigated several candidates such as types 5 and 8 capsular polysaccharides, an iron scavenging protein, IsdB, and passive immunization against clumping factor A and lipoteichoic acid. Although these studies showed excellent promise in mouse models, however, proven unsuccessful in clinical trials [20,21].
Likewise, Veronate, an immunoglobulin preparation made from a pool of high titer anti-ClfA serum samples for invasive S. aureus disease demonstrated potential from an initial trial but was unsuccessful in phase III trials [22]. Additionally, a monoclonal anticlumping factor A antibody called tefibazumab (Aurexis) (http://en/wikipedia.org/wiki/Tefibazumab, accessed November 2011) established certain efficacy against S. aureus bacterial load [23]. Indeed, ClfA included vaccine are currently being investigated at the clinical trials phase by leading biopharmaceutical companies like Pfizer (ClinicalTrials.gov NCT01018641) and GlaxoSmithKline (ClinicalTrials.gov NCT01160172) [18], particularly protein antigens including Panton-Valentine leucocidin [24], a-hemolysin [25], and a vaccine containing IsdA, IsdB, SdrD, and SdrE [26], are under study in early clinical trials [27]. Against this backdrop, many experts advocate an approach using multiple antigens and have suggested that the right combination of antigens needs to be identified for efficacious vaccine development [27,28].
Experimental evaluation of the efficiency of the putative candidate epitopes is expensive, time-consuming, and laborious work. Hence, presently computational vaccine design using immunoinformatics tools and databases has attracted enormous interest to study the immunological pathway for predicting and mapping promising B- and T-cell epitopes. Immunoinformatics aided design of novel multi-epitope vaccines has become the alternative method for vaccine discovery due to relatively quick, cheap, efficient, easy and cost-effective, means of vaccine development against infectious diseases [29]. The present study was conducted to design a novel multi-epitope vaccine against S. aureus based on immunoinformatics tools. The results provide an extensive computational analysis of the ClfA and ClfB proteins to provide potential antigenic data that could facilitate future laboratory-based endeavors in the development of immunotherapies against Staphylococcus infection. The schematic representation of the workflow is illustrated in Fig. 1.
Section snippets
Retrieval of amino acid sequence
The amino acid sequence of proteins Clumping factor A, ClfA (Accession Id: Q2G015) from S. aureus (strain NCTC 8325/PS 47) and Clumping factor B, ClfB (Accession Id: Q6GDH2) from S. aureus (strain MRSA252) were retrieved in FASTA format from UniProt (Universal Protein Resource) database (http://www.uniprot.org/uniprot).
Defining linear B-cell epitope predictions
B-cell epitopes evoke the expression of antigen-specific antibody production in the serum [30]. In natural conditions, antibody production starts with the encounter of
Peptide's antigenicity, allergenicity, toxicity, and immunogenicity prediction
For constructing a safe and effective vaccine, epitopes must be antigenic, non-allergic, non-toxic, and must possess a positive immunogenicity score. The allergenic and non-allergenic behaviors of the epitopes were evaluated using the AllerTOP V2.0 server whereas the antigenicity of the predicted epitopes was checked using Vaxigen V2.0. Prediction of toxicity was evaluated using the Toxinpred server. Toxinpred server also estimated other parameters i.e. hydropathicity, hydrophilicity,
Discussion
S. aureus expresses several cell wall-anchored (CWA) proteins, which are covalently bound to the cell wall peptidoglycan by transpeptidases known as sortases. Majority of the CWA proteins are multifunctional and are responsible for adhesion, invasion, biofilm formation, and evasion of host immune responses [7]. The protein clumping factor A (ClfA) and protein clumping factor B (ClfB) are considered as a good vaccine candidate because it is expressed by the majority of strains and is a major
Conclusion
The advancement of immunoinformatics tools in the post-genomic era enables us to explore these platforms in the development of a high immunogenic multi-epitope-based vaccine in a cost-effective manner with low risk. In the present work, a series of immunoinformatics tools and software were successively employed to develop a novel multi-epitope vaccine candidate that may prove effective against S. aureus infection. The identified B cell and T cell epitopes were observed to exhibit high
Authors contributions
Jyotirmayee Dey, Soumya Ranjan Mahapatra: Designed and performed the in silico experiments; Gajraj Singh Kushwaha: performed molecular dynamics simulation study; Pratima Singh, Swadheena Patro: Data curation; Jyotirmayee Dey, Soumya Ranjan Mahapatra: wrote the paper; Namrata Misra and Mrutyunjay Suar: supervised the research and edited the manuscript. All authors read and approved the manuscript.
Funding statement
The present study is an inhouse exploratory research work, authors received no funding support from an external source.
Declaration of competing interest
The authors declare no competing interest.
Acknowledgments
We would like to thank Mr. Krishn Kumar Verma (Associate - Scientific Visualizer, KIIT-TBI) for his contribution in designing the graphical representation of figures. We acknowledge infrastructure support available through the DBT-BUILDER program (BT/INF/22/SP42155/2021) at KIIT Deemed to be University, Bhubaneswar.
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