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Salod Z, Mahomed O. Mapping Potential Vaccine Candidates Predicted by VaxiJen for Different Viral Pathogens between 2017-2021-A Scoping Review. Vaccines (Basel) 2022; 10:1785. [PMID: 36366294 PMCID: PMC9695814 DOI: 10.3390/vaccines10111785] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/16/2022] [Accepted: 10/18/2022] [Indexed: 09/29/2023] Open
Abstract
Reverse vaccinology (RV) is a promising alternative to traditional vaccinology. RV focuses on in silico methods to identify antigens or potential vaccine candidates (PVCs) from a pathogen's proteome. Researchers use VaxiJen, the most well-known RV tool, to predict PVCs for various pathogens. The purpose of this scoping review is to provide an overview of PVCs predicted by VaxiJen for different viruses between 2017 and 2021 using Arksey and O'Malley's framework and the Preferred Reporting Items for Systematic Reviews extension for Scoping Reviews (PRISMA-ScR) guidelines. We used the term 'vaxijen' to search PubMed, Scopus, Web of Science, EBSCOhost, and ProQuest One Academic. The protocol was registered at the Open Science Framework (OSF). We identified articles on this topic, charted them, and discussed the key findings. The database searches yielded 1033 articles, of which 275 were eligible. Most studies focused on severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), published between 2020 and 2021. Only a few articles (8/275; 2.9%) conducted experimental validations to confirm the predictions as vaccine candidates, with 2.2% (6/275) articles mentioning recombinant protein expression. Researchers commonly targeted parts of the SARS-CoV-2 spike (S) protein, with the frequently predicted epitopes as PVCs being major histocompatibility complex (MHC) class I T cell epitopes WTAGAAAYY, RQIAPGQTG, IAIVMVTIM, and B cell epitope IAPGQTGKIADY, among others. The findings of this review are promising for the development of novel vaccines. We recommend that vaccinologists use these findings as a guide to performing experimental validation for various viruses, with SARS-CoV-2 as a priority, because better vaccines are needed, especially to stay ahead of the emergence of new variants. If successful, these vaccines could provide broader protection than traditional vaccines.
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Affiliation(s)
- Zakia Salod
- Discipline of Public Health Medicine, University of KwaZulu-Natal, Durban 4051, South Africa
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Sun H, Lu Z, Xuan G, Liu N, Wang T, Liu Y, Lan M, Xu J, Feng Y, Xu S, Lu Y, Sun B, Zhang J, Zhang X, Sun Y, Yang S, Zhang Y, Zhang Y, Cheng L, Jiang D, Yang K. Integrative Analysis of HTNV Glycoprotein Derived MHC II Epitopes by In Silico Prediction and Experimental Validation. Front Cell Infect Microbiol 2021; 11:671694. [PMID: 34350130 PMCID: PMC8326763 DOI: 10.3389/fcimb.2021.671694] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 06/21/2021] [Indexed: 12/02/2022] Open
Abstract
Hantaan virus (HTNV), the causative pathogen of hemorrhagic fever with renal syndrome (HFRS), is a negative RNA virus belonging to the Orthohantaviridae family. HTNV envelope glycoprotein (GP), encoded by the genomic medium segment, is immunogenic and is therefore a promising vaccine candidate. Major histocompatibility complex class I (MHC-I) epitopes derived from HTNV has been extensively studied, but little is known of MHC-II epitopes. In silico predictions based on four databases indicated that the full-length HTNV GP has 1121 15-mer epitopes, of which 289 had a high score for binding to the human and murine MHC-II superfamily. It found that epitope ILTVLKFIANIFHTS could potentially bind most MHC-II molecules covering human and murine haplotypes. Dominant epitopes were validated by enzyme-linked immunospot assay of splenocytes from immunized mice; 6 of 10 epitopes supported the predictions including TATYSIVGPANAKVP, TKTLVIGQCIYTITS, FSLLPGVAHSIAVEL, CETYKELKAHGVSCP, CGLYLDRLKPVGSAY, and NLGENPCKIGLQTSS. Conservation analysis of dominant epitopes revealed host–virus interactions without geographic stratification, thus meeting the requirements of candidate vaccines for large-population prophylaxis. These findings provide insight into hantavirus antigenicity and suggest that vaccines targeting MHC-II could provide immune protection in large population to complement symptomatic therapies for the treatment of HFRS.
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Affiliation(s)
- Hao Sun
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Zhenhua Lu
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China.,Department of Epidemiology, Public Health School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Guoyun Xuan
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Ning Liu
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Tianhu Wang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Yang Liu
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Mingfu Lan
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Jiahao Xu
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Yuancai Feng
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Shuang Xu
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Yuchen Lu
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Baozeng Sun
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Jinpeng Zhang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China.,Department of Surgery, Jinling Hospital, Nanjing, China
| | - Xiyang Zhang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Yuanjie Sun
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Shuya Yang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Yun Zhang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Yusi Zhang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Linfeng Cheng
- Department of Microbiology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Dongbo Jiang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
| | - Kun Yang
- Department of Immunology, Basic Medicine School, Air-Force Medical University (The Fourth Military Medical University), Xi'an, China
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Sankar S, Ramamurthy M, Nandagopal B, Sridharan G. In Silico Validation of D7 Salivary Protein-derived B- and T-cell Epitopes of Aedes aegypti as Potential Vaccine to Prevent Transmission of Flaviviruses and Togaviruses to Humans. Bioinformation 2017; 13:366-375. [PMID: 29225429 PMCID: PMC5712781 DOI: 10.6026/97320630013366] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 10/22/2017] [Indexed: 11/23/2022] Open
Abstract
Mosquito (Aedes aegyptii) salivary proteins play a crucial role in facilitating viral transmission from vector-to-host due to their role in facilitating the "blood meal" of the vector. Three main proteins, D7, aegyptin and Sialokinin play a role in this process. Using in-silico programs, we identified B- and T-cell epitopes in the mosquito salivary proteins D7 long and short form. T-cell epitopes with high affinity to the most prevalent HLA MHC class-I supertypes among different population groups was chosen. It is our postulate that these epitopes could be successful in eliciting B and T cell responses, which would decrease the vector blood meal efficiency and hence protect against host infection by certain viruses. These include causative agents like Dengue viruses, Chikungunya virus, Zika and Yellow fever viruses. These viruses are of major public health importance in several countries in the Americas, Asia and Africa. Experimental evidence exists in previously published literature showing the protective effect of antibodies to certain salivary proteins in susceptible hosts. A novel approach of immunizing humans against the vector proteins to reduce transmission of viruses is now under investigation in several laboratories. We have identified the following two B cell epitopes LAALHVTAAPLWDAKDPEQF one from D7L and the other TSEYPDRQNQIEELNKLCKN from D7S. Likewise, two T cell epitopes MTSKNELDV one from D7L and the other YILCKASAF from D7S with affinity to the predominant MHC class-I supertypes were identified towards evaluation as potential vaccine.
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Affiliation(s)
- Sathish Sankar
- Sri Sakthi Amma Institute of Biomedical Research, Sri Narayani Hospital and Research Centre, Sripuram, Vellore - 632055, Tamil Nadu, India
| | - Mageshbabu Ramamurthy
- Sri Sakthi Amma Institute of Biomedical Research, Sri Narayani Hospital and Research Centre, Sripuram, Vellore - 632055, Tamil Nadu, India
| | - Balaji Nandagopal
- Sri Sakthi Amma Institute of Biomedical Research, Sri Narayani Hospital and Research Centre, Sripuram, Vellore - 632055, Tamil Nadu, India
| | - Gopalan Sridharan
- Sri Sakthi Amma Institute of Biomedical Research, Sri Narayani Hospital and Research Centre, Sripuram, Vellore - 632055, Tamil Nadu, India
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