Probing the proteome of mpox virus for in silico design of a multiepitope vaccine
Aim: This work aims to contribute toward development of preventive measures for the control of monkeypox (mpox) virus disease through computational design of a multiepitope vaccine. Methods: To accomplish this, we employed a robust immunoinformatics approach to design a putative chimeric vaccine candidate from 18 viral transmembrane proteins. Results: The resulting chimeric vaccine candidate is a 76.4 kDa protein containing 687 amino acids with an estimated isoelectric point of 9.39. In addition, it was predicted to adopt a stable 3D conformation that harbors discontinuous B-cell epitopes and strongly interacts with key immune receptors. Conclusion: The designed hypothetical antigen is a valuable addition to the collection of prospective vaccine candidates for future development and trials against the re-emerging mpox disease.
2589
- 10.1038/nprot.2016.169
- Jan 12, 2017
- Nature Protocols
786
- 10.1093/nar/gks493
- May 30, 2012
- Nucleic Acids Research
273
- 10.1038/cmi.2017.92
- Sep 11, 2017
- Cellular & Molecular Immunology
122
- 10.1016/s2666-5247(22)00153-7
- Jun 7, 2022
- The Lancet. Microbe
708
- 10.1111/imm.12889
- Feb 6, 2018
- Immunology
978
- 10.1093/bioinformatics/btv639
- Oct 29, 2015
- Bioinformatics
99
- 10.1038/s41541-021-00391-8
- Oct 28, 2021
- NPJ Vaccines
16
- 10.1016/j.virusres.2022.198975
- Oct 21, 2022
- Virus Research
17191
- 10.1063/1.328693
- Dec 1, 1981
- Journal of Applied Physics
14857
- 10.1063/1.2408420
- Jan 3, 2007
- The Journal of Chemical Physics
- Research Article
13
- 10.1016/j.csbj.2022.10.002
- Jan 1, 2022
- Computational and Structural Biotechnology Journal
Human African trypanosomiasis (HAT) is a neglected tropical disease that is caused by flagellated parasites of the genus Trypanosoma. HAT imposes a significant socio-economic burden on many countries in sub-Saharan Africa and its control is hampered by several drawbacks ranging from the ineffectiveness of drugs, complex dosing regimens, drug resistance, and lack of a vaccine. Despite more than a century of research and investigations, the development of a vaccine to tackle HAT is still challenging due to the complex biology of the pathogens. Advancements in computational modeling coupled with the availability of an unprecedented amount of omics data from different organisms have allowed the design of new generation vaccines that offer better antigenicity and safety profile. One of such new generation approaches is a multi-epitope vaccine (MEV) designed from a collection of antigenic peptides. A MEV can stimulate both cellular and humoral immune responses as well as avoiding possible allergenic reactions. Herein, we take advantage of this approach to design a MEV from conserved hypothetical plasma membrane proteins of Trypanosoma brucei gambiense, the trypanosome subspecies that is responsible for the west and central African forms of HAT. The designed MEV is 402 amino acids long (41.5 kDa). It is predicted to be antigenic, non-toxic, to assume a stable 3D conformation, and to interact with a key immune receptor. In addition, immune simulation foresaw adequate immune stimulation by the putative antigen and a lasting memory. Therefore, the designed chimeric vaccine represents a potential candidate that could be used to target HAT.
- Research Article
17
- 10.1016/s0264-410x(01)00486-8
- Dec 9, 2001
- Vaccine
Immunogenicity of a recombinant varicella-zoster virus gE–IE63 fusion protein, a putative vaccine candidate against primary infection and zoster reactivation
- Research Article
4
- 10.3389/fmicb.2024.1383976
- Apr 11, 2024
- Frontiers in Microbiology
It is essential to consider a practical antibody test to successfully implement marker vaccines and validate vaccination efficacy against classical swine fever virus (CSFV). The test should include a serological antibody assay, combined with a tool for differentiating infected from vaccinated animals (DIVA). The immunochromatographic test strip (ICS) has been exclusively designed for detecting CSFV E2 antibodies while lacking in detecting Erns antibodies, which can be employed and satisfy DIVA strategy. This study developed a novel ICS for detecting CSFV E2/Erns dual-antibody. The effectiveness of ICS in evaluating the DIVA capability of two novel chimeric pestivirus vaccine candidates was assessed. Recombinant E2 or Erns protein was transiently expressed in the plant benthamiana using Agrobacterium tumefaciens. ICS was subsequently assembled, and goat anti-rabbit IgG and recombinant CSFV E2 or Erns protein were plated onto the nitrocellulose membrane as control and test lines, respectively. The sensitivity and specificity of ICS were evaluated using sera with different neutralizing antibody titers or positive for antibodies against CSFV and other pestiviruses. The coincidence rates for detecting E2 and Erns antibodies between ICS and commercial enzyme-linked immunosorbent assay (ELISA) kits were also computed. ICS performance for DIVA capability was evaluated using sera from pigs vaccinated with conventional vaccine or chimeric vaccine candidates. E2 and Erns proteins were successfully expressed in N. benthamiana-produced recombinant proteins. ICS demonstrated high sensitivity in identifying CSFV E2 and Erns antibodies, even at the low neutralizing antibody titers. No cross-reactivity with antibodies from other pestiviruses was confirmed using ICS. There were high agreement rates of 93.0 and 96.5% between ICS and two commercial ELISA kits for E2 antibody testing. ICS also achieved strong coincidence rates of 92.9 and 89.3% with two ELISA kits for Erns antibody detection. ICS confirmed the absence of CSFV Erns-specific antibodies in sera from pigs vaccinated with chimeric vaccine candidates. E2 and Erns proteins derived from the plant showed great potential and can be used to engineer a CSFV E2/Erns dual-antibody ICS. The ICS was also highly sensitive and specific for detecting CSFV E2 and Erns antibodies. Significantly, ICS can fulfill the DIVA concept by incorporating chimeric vaccine candidates.
- Research Article
18
- 10.1371/journal.pntd.0008812
- Jan 26, 2021
- PLOS Neglected Tropical Diseases
BackgroundAn effective syphilis vaccine should elicit antibodies to Treponema pallidum subsp. pallidum (T. p. pallidum) surface antigens to induce pathogen clearance through opsonophagocytosis. Although the combination of bioinformatics, structural, and functional analyses of T. p. pallidum genes to identify putative outer membrane proteins (OMPs) resulted in a list of potential vaccine candidates, still very little is known about whether and how transcription of these genes is regulated during infection. This knowledge gap is a limitation to vaccine design, as immunity generated to an antigen that can be down-regulated or even silenced at the transcriptional level without affecting virulence would not induce clearance of the pathogen, hence allowing disease progression.Principal findingsWe report here that tp1031, the T. p. pallidum gene encoding the putative OMP and vaccine candidate TprL is differentially expressed in several T. p. pallidum strains, suggesting transcriptional regulation. Experimental identification of the tprL transcriptional start site revealed that a homopolymeric G sequence of varying length resides within the tprL promoter and that its length affects promoter activity compatible with phase variation. Conversely, in the closely related pathogen T. p. subsp. pertenue, the agent of yaws, where a naturally-occurring deletion has eliminated the tprL promoter region, elements necessary for protein synthesis, and part of the gene ORF, tprL transcription level are negligible compared to T. p. pallidum strains. Accordingly, the humoral response to TprL is absent in yaws-infected laboratory animals and patients compared to syphilis-infected subjects.ConclusionThe ability of T. p. pallidum to stochastically vary tprL expression should be considered in any vaccine development effort that includes this antigen. The role of phase variation in contributing to T. p. pallidum antigenic diversity should be further studied.
- Research Article
46
- 10.1016/j.ygeno.2013.04.011
- Apr 26, 2013
- Genomics
Putative drug and vaccine target protein identification using comparative genomic analysis of KEGG annotated metabolic pathways of Mycoplasma hyopneumoniae
- Research Article
131
- 10.1016/j.jhep.2010.12.031
- Jan 14, 2011
- Journal of Hepatology
Therapeutic vaccines and immune-based therapies for the treatment of chronic hepatitis B: Perspectives and challenges
- Research Article
- 10.3389/fmala.2025.1530088
- Feb 24, 2025
- Frontiers in Malaria
ObjectivesPlasmodium vivax is the most widespread Plasmodium spp. globally and the second most common cause of human malaria. However, very little is known about its biology due to the lack of continuous in vitro/ex vivo culture. In such circumstances, genomic studies provide an alternative for understanding the biology of P. vivax parasites. To date, most of the genomic studies on P. vivax have been based on Sal-I as a reference genome; however, with the recent release of the PvP01 and PvW1 reference genomes with higher quality and improved assemblies following continual improvements in annotation, the adoption of these genomes as a reference for genomic studies appears more advantageous. In this study, allelic differences in putative antimalarial drug resistance genes and vaccine candidate genes with assembly features of these three genomes are analyzed and summarized.MethodsThe nucleotide and amino acid sequences of five P. vivax putative antimalarial drug resistance genes and three vaccine candidate genes for all three reference genomes (i.e., Sal-I, PvP01, and PvW1) were retrieved from PlasmoDB and aligned together using MEGA11. Any differences in the nucleotide and codon sequences between the genomes were recorded.ResultsVarious allelic differences in the putative antimalarial drug resistance and vaccine candidate genes between the three reference genomes were observed, which included the positions previously identified as candidate markers for these gene variants.ConclusionsAs antimalarial drug resistance genotyping studies rely on candidate genetic markers to classify resistant or sensitive parasites, knowledge of the allelic differences among references is important. Furthermore, the heterogeneity of the vaccine candidate genes should be taken into account when designing vaccines for P. vivax.
- Research Article
36
- 10.1016/j.isci.2023.105957
- Jan 13, 2023
- iScience
Monkeypox infection elicits strong antibody and B cell response against A35R and H3L antigens
- Research Article
6
- 10.1186/s12934-020-01394-1
- Jul 11, 2020
- Microbial Cell Factories
BackgroundZoonotic hepatitis E virus (HEV) infection emerged as a serious threat in the industrialized countries. The aim of this study is exploring a new approach for the control of zoonotic HEV in its main host (swine) through the design and development of an economically interesting chimeric vaccine against HEV and against a devastating swine infection: the foot-and-mouth disease virus (FMDV) infection.ResultsFirst, we adopted a computational approach for rational and effective screening of the different HEV-FMDV chimeric proteins. Next, we further expressed and purified the selected chimeric immunogens in Escherichia coli (E. coli) using molecular cloning techniques. Finally, we assessed the antigenicity and immunogenicity profiles of the chimeric vaccine candidates. Following this methodology, we designed and successfully produced an HEV-FMDV chimeric vaccine candidate (Seq 8-P222) that was highly over-expressed in E. coli as a soluble protein and could self-assemble into virus-like particles. Moreover, the vaccine candidate was thermo-stable and exhibited optimal antigenicity and immunogenicity properties.ConclusionThis study provides new insights into the vaccine development technology by using bioinformatics for the selection of the best candidates from larger sets prior to experimentation. It also presents the first HEV-FMDV chimeric protein produced in E. coli as a promising chimeric vaccine candidate that could participate in reducing the transmission of zoonotic HEV to humans while preventing the highly contagious foot-and-mouth disease in swine.
- Research Article
13
- 10.3390/vetsci7030129
- Sep 7, 2020
- Veterinary Sciences
Ticks and tick-borne pathogens (TBPs) continuously causing substantial losses to the public and veterinary health sectors. The identification of putative drug targets and vaccine candidates is crucial to control TBPs. No information has been recorded on designing novel drug targets and vaccine candidates based on proteins. Subtractive proteomics is an in silico approach that utilizes extensive screening for the identification of novel drug targets or vaccine candidates based on the determination of potential target proteins available in a pathogen proteome that may be used effectively to control diseases caused by these infectious agents. The present study aimed to investigate novel drug targets and vaccine candidates by utilizing subtractive proteomics to scan the available proteomes of TBPs and predict essential and non-host homologous proteins required for the survival of these diseases causing agents. Subtractive proteome analysis revealed a list of fifteen essential, non-host homologous, and unique metabolic proteins in the complete proteome of selected pathogens. Among these therapeutic target proteins, three were excluded due to the presence in host gut metagenome, eleven were found to be highly potential drug targets, while only one was found as a potential vaccine candidate against TBPs. The present study may provide a foundation to design potential drug targets and vaccine candidates for the effective control of infections caused by TBPs.
- Research Article
35
- 10.1016/j.micpath.2020.104114
- Mar 4, 2020
- Microbial Pathogenesis
New putative vaccine candidates against Acinetobacter baumannii using the reverse vaccinology method
- Discussion
7
- 10.1016/j.jid.2022.08.030
- Aug 24, 2022
- Journal of Investigative Dermatology
Monkeypox: Considerations as a New Pandemic Looms
- Research Article
87
- 10.1186/s12859-017-1540-0
- Feb 13, 2017
- BMC Bioinformatics
BackgroundWith advances in reverse vaccinology approaches, a progressive improvement has been observed in the prediction of putative vaccine candidates. Reverse vaccinology has changed the way of discovery and provides a mean to propose target identification in reduced time and labour. In this regard, high throughput genomic sequencing technologies and supporting bioinformatics tools have greatly facilitated the prompt analysis of pathogens, where various predicted candidates have been found effective against certain infections and diseases. A pipeline, VacSol, is designed here based on a similar approach to predict putative vaccine candidates both rapidly and efficiently.ResultsVacSol, a new pipeline introduced here, is a highly scalable, multi-mode, and configurable software designed to automate the high throughput in silico vaccine candidate prediction process for the identification of putative vaccine candidates against the proteome of bacterial pathogens. Vaccine candidates are screened using integrated, well-known and robust algorithms/tools for proteome analysis, and the results from the VacSol software are presented in five different formats by taking proteome sequence as input in FASTA file format. The utility of VacSol is tested and compared with published data and using the Helicobacter pylori 26695 reference strain as a benchmark.ConclusionVacSol rapidly and efficiently screens the whole bacterial pathogen proteome to identify a few predicted putative vaccine candidate proteins. This pipeline has the potential to save computational costs and time by efficiently reducing false positive candidate hits. VacSol results do not depend on any universal set of rules and may vary based on the provided input. It is freely available to download from: https://sourceforge.net/projects/vacsol/.
- Discussion
163
- 10.1016/s0140-6736(22)01487-8
- Aug 1, 2022
- The Lancet
Evidence of human-to-dog transmission of monkeypox virus
- Front Matter
5
- 10.1016/j.ebiom.2022.104221
- Aug 1, 2022
- eBioMedicine
Monkeypox virus outbreak: can evolution guide us to new treatments or vaccines?
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- 10.4155/fdd-2023-0013
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- Future Drug Discovery
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- Mar 1, 2023
- Future Drug Discovery
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11
- 10.4155/fdd-2022-0011
- Dec 1, 2022
- Future Drug Discovery
- Front Matter
1
- 10.4155/fdd-2022-0012
- Sep 1, 2022
- Future Drug Discovery
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69
- 10.4155/fdd-2022-0005
- Jun 1, 2022
- Future Drug Discovery
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