Abstract
Introduction. Monkey pox is a zoonotic infection with an increased global transmission rate during 2022, denoted epidemiological trouble in public health. Currently, the disease has no specific treatments available; thus, a preventive approach can be achieved through immunization. Objective. was to design in silico a vaccine applying advanced computational techniques using a multi-epitope construct of the Monkeypox virus. Materials and methods. Antigens were selected based on reports about proteins that cause the activation of cytotoxic T and B lymphocytes. The immunoinformatics assays were antigenicity, allergenicity, toxicity, MHC binding affinity, and IFN-γ stimulation. Results and discussion. Eight epitopes of the M1R, DNA polymerase, B6R, and A35R proteins of the M. virus showed a significant response for immune cells. Eleven epitopes with antigenicity >0.3, non-allergenic and non-toxic were chosen, of which 4 presented high affinity to T lymphocytes, 4 generated high activation of B lymphocytes, and 3 were associated with IFN-γ activation results. The in silico construction of the 509-amino acid vaccine candidate with high topological similarity registered mainly a negative charge, in addition to being soluble with an aliphatic index >80%, stable and particular with MHC activation and high molecular affinity with TLR-3, and also presented multi-antigenicity, similar to vaccines generated by this methodology with M. tuberculosis and Influenza. One-dose injection simulation of the molecular construct showed activation of T helper plasma cells for about 15 to 25 days and high expression of IFN-γ and IL-2 for eight days. Conclusion. These results indicate an excellent immunization process that could be potentiated with multi-dosing.
References
Peter OJ, Kumar S, Kumari N, Oguntolu FA, Oshinubi K, Musa R. Transmission dynamics of Monkeypox virus: a mathematical modelling approach. Model Earth Syst Environ. 2021; 1:1-12.
Nguyen PY, Ajisegiri WS, Costantino V, Chughtai AA, MacIntyre CR. Reemergence of Human Monkeypox and Declining Population Immunity in the Context of Urbanization, Nigeria, 2017-2020. Emerg Infect Dis. 2021; 27(4):1007.
https://doi.org/10.3201/203569
https://doi.org/10.3201/eid2704.203569
Durski KN, McCollum AM, Nakazawa Y, Petersen BW, Reynolds MG, Briand S, et al. Emergence of Monkeypox - West and Central Africa, 1970-2017. Morb Mortal Wkly Rep. 2018, 67(10):306.
https://doi.org/10.15585/mmwr.mm6710a5
Yinka-Ogunleye A, Aruna O, Dalhat M, Ogoina D, McCollum A, Disu Y, et al. Outbreak of human monkeypox in Nigeria in 2017-18: a clinical and epidemiological report. Lancet Infect Dis. 2019; 19(8):872-9.
https://doi.org/10.1016/S1473-3099(19)30294-4
Vaughan A, Aarons E, Astbury J, Brooks T, Chand M, Flegg P, et al. Human-to-Human Transmission of Monkeypox Virus, United Kingdom, October 2018. Emerg Infect Dis. 2020; 26(4):782.
https://doi.org/10.3201/eid2604.191164
Alakunle E, Moens U, Nchinda G, Okeke MI. Monkeypox Virus in Nigeria: Infection Biology, Epidemiology, and Evolution. Viruses. 2020, 12(11):1257.
https://doi.org/10.3390/v12111257
Saijo M, Ami Y, Suzaki Y, Nagata N, Iwata N, Hasegawa H, et al. Virulence and pathophysiology of the Congo Basin and West African strains of monkeypox virus in non-human primates. J Gen Virol. 2009, 90(9):2266-71.
https://doi.org/10.1099/vir.0.010207-0
Li Y, Olson VA, Laue T, Laker MT, Damon IK. Detection of monkeypox virus with real-time PCR assays. J Clin Virol. 2006; 36(3):194-203.
https://doi.org/10.1016/j.jcv.2006.03.012
Moxon ER, Siegrist CA. The next decade of vaccines: societal and scientific challenges. Lancet. 2011; 378(9788):348-59.
https://doi.org/10.1016/S0140-6736(11)60407-8
Guevara JR., Buelvas N, Suárez R, Peña L, Chirinos R., Pérez I, Urdaneta H. Esfuerzos para el desarrollo de vacunas y adyuvantes. Acta Bioclínica. 2018; 8(15), .
Céspedes PF, Cruz P, Co N. Modulación de la respuesta inmune durante la infección por virus distemper canino: implicancias terapéuticas y en el desarrollo de vacunas. Arch Med Vet. 2010; 42:15-28.
https://doi.org/10.4067/S0301-732X2010000200003
Oli AN, Obialor WO, Ifeanyichukwu MO, Odimegwu DC, Okoyeh JN, Emechebe GO, et al. Immunoinformatics and Vaccine Development: An Overview. ImmunoTargets Ther. 2020; 9:13.
https://doi.org/10.2147/ITT.S241064
González-Romo F, Picazo JJ. El desarrollo de nuevas vacunas. Enferm Infecc Microbiol Clin. 2015; 33(8):557-68.
https://doi.org/10.1016/j.eimc.2015.06.013
Bibi S, Ullah I, Zhu B, Adnan M, Liaqat R, Kong WB, et al. In silico analysis of epitope-based vaccine candidate against tuberculosis using reverse vaccinology. Sci Reports 2021; 11(1):1-16.
https://doi.org/10.1038/s41598-020-80899-6
Dorosti H, Eslami M, Nezafat N, Fadaei F, Ghasemi Y. Designing self-assembled peptide nanovaccine against Streptococcus pneumoniae: An in silico strategy. Mol Cell Probes. 2019; 48:101446.
https://doi.org/10.1016/j.mcp.2019.101446
Jahangirian E, Jamal GA, Nouroozi M, Mohammadpour A. A reverse vaccinology and immunoinformatics approach for designing a multiepitope vaccine against SARS-CoV-2. Immunogenetics. 2021; 73(6):459-477.
https://doi.org/10.1007/s00251-021-01228-3
Tahir Ul Qamar M, Shokat Z, Muneer I, Ashfaq UA, Javed H, Anwar F, Bari A, Zahid B, Saari N. Multiepitope-Based Subunit Vaccine Design and Evaluation against Respiratory Syncytial Virus Using Reverse Vaccinology Approach. Vaccines. 2020; 8(2):288.
https://doi.org/10.3390/vaccines8020288
Abdi SAH, Ali A, Sayed SF, Abutahir, Ali A, Alam P. Multi-Epitope-Based Vaccine Candidate for Monkeypox: An In Silico Approach. Vaccines. 2022; 10(9):1564.
https://doi.org/10.3390/vaccines10091564
Seadawy MG, Zekri ARN, Saeed AA, San EJ, Ageez AM. Candidate Multi-Epitope Vaccine against Corona B.1.617 Lineage: In Silico Approach. Life. 2022; 12(11):1715.
https://doi.org/10.3390/life12111715
Zhang L. Multi-epitope vaccines: a promising strategy against tumors and viral infections. Nat Publ Gr. 2017; 15:182-4.
https://doi.org/10.1038/cmi.2017.92
Negahdaripour M, Nezafat N, Eslami M, Ghoshoon MB, Shoolian E, Najafipour S, et al. Structural vaccinology considerations for in silico designing of a multi-epitope vaccine. Infect Genet Evol. 2018; 58:96-109.
https://doi.org/10.1016/j.meegid.2017.12.008
Gomez De la Rosa RJ, Rojas JP. Viruela del simio: ¿estamos frente a un riesgo de pandemia?. Historia de un viejo conocido. Interdiscip J Epidemiol Public Heal. 2022; 5(2).
https://doi.org/10.18041/2665-427X/ijeph.2.8803
Parker S, Buller RM. A review of experimental and natural infections of animals with monkeypox virus between 1958 and 2012. Future Virol. 2013; 8(2):129-157.
https://doi.org/10.2217/fvl.12.130
Payne AB, Ray LC, Cole MM, Canning M, Houck K, Shah HJ, et al. Reduced Risk for Mpox After Receipt of 1 or 2 Doses of JYNNEOS Vaccine Compared with Risk Among Unvaccinated Persons - 43 U.S. Jurisdictions, July 31-October 1, 2022. MMWR Morb Mortal Wkly Rep. 2022; 71(49):1560-1564.
https://doi.org/10.15585/mmwr.mm7149a5
Gregory DA, Trujillo M, Rushford C, Flury A, Kannoly S, San KM, et al. Genetic diversity and evolutionary convergence of cryptic SARS- CoV-2 lineages detected via wastewater sequencing. PLoS Pathog. 2022; 18(10):e1010636.
https://doi.org/10.1371/journal.ppat.1010636
Martinelli D. In silico vaccine design: A tutorial in immunoinformatics. Healthcare Analytics. 2022; 2:100044.doi.org/10.1016/j.health.2022.100044.
https://doi.org/10.1016/j.health.2022.100044
Dhanda SK, Mahajan S, Paul S, Yan Z, Kim H, Jespersen MC, et al. IEDB-AR: immune epitope database-analysis resource in 2019. Nucleic Acids Res. 2019; 2;47(W1):W502-W506.
https://doi.org/10.1093/nar/gkz452
Trevisan RO, Santos MM, Desidério CS, Alves LG, de Jesus Sousa T, de Castro Oliveira L, et al. In Silico Identification of New Targets for Diagnosis, Vaccine, and Drug Candidates against Trypanosoma cruzi. Dis Markers. 2020; 2020:9130719. doi: 10.1155/2020/9130719.
https://doi.org/10.1155/2020/9130719
Liu Y, Sun B, Pan J, Feng Y, Ye W, Xu J, et al. Construction and evaluation of DNA vaccine encoding Ebola virus glycoprotein fused with lysosome-associated membrane protein. Antiviral Res. 2021; 193:105141.
https://doi.org/10.1016/j.antiviral.2021.105141
Abesamis LMI, Aliping EGA, Armada FKGH, Danao MF, Del Valle PDB, Regencia ZJG, et al. In Silico Comparative Analysis of Predicted B Cell Epitopes against Dengue Virus (Serotypes 1-4) Isolated from the Philippines. Vaccines. 2022; 10(8):1259.
https://doi.org/10.3390/vaccines10081259
Song H, Josleyn N, Janosko K, Skinner J, Reeves RK, Cohen M, et al. Monkeypox virus infection of rhesus macaques induces massive expansion of natural killer cells but suppresses natural killer cell functions. PLoS One. 2013; 8(10):e77804.
https://doi.org/10.1371/journal.pone.0077804
Heraud JM, Edghill-Smith Y, Ayala V, Kalisz I, Parrino J, Kalyanaraman VS, et al. Subunit recombinant vaccine protects against monkeypox. J Immunol. 2006; 177(4):2552-64.
https://doi.org/10.4049/jimmunol.177.4.2552
Sidney J, Asabe S, Peters B, Purton KA, Chung J, Pencille TJ, Purcell R, Walker CM, Chisari FV, Sette A. Detailed characterization of the peptide binding specificity of five common Patr class I MHC molecules. Immunogenetics. 2006; 58(7):559-70.
https://doi.org/10.1007/s00251-006-0131-4
Shantier, S.W., Mustafa, M.I., Abdelmoneim, A.H. et al. Novel multi epitope-based vaccine against monkeypox virus: vaccinomic approach. Sci Rep. 2022; 12:15983.
https://doi.org/10.1038/s41598-022-20397-z
Omoniyi, A.A., Adebisi, S.S., Musa, S.A. et al. In silico design and analyses of a multi-epitope vaccine against Crimean-Congo hemorrhagic fever virus through reverse vaccinology and immunoinformatics approaches. Sci Rep. 2022; 12:8736.
https://doi.org/10.1038/s41598-022-12651-1
Nelluri KDD, Ammulu MA, Durga ML, Sravani M, Kumar VP, Poda S. In silico multi-epitope Bunyumwera virus vaccine to target virus nucleocapsid N protein. J Genet Eng Biotechnol. 2022; 20(1):89. Doi: 10.1186/s43141-022-00355-y
https://doi.org/10.1186/s43141-022-00355-y
Ahlers JD, Belyakov IM, Thomas EK, Berzofsky JA. High-affinity T helper epitope induces complementary helper and APC polarization, increased CTL, and protection against viral infection. J Clin Invest. 2001; 108(11):1677-85.
https://doi.org/10.1172/JCI200113463
Gupta G, Shareef I, Tomar S, Kumar MSN, Pandey S, Sarda R, Singh R, Das BK, Sinha S. Th1/Th2/Th17 Cytokine Profile among Different Stages of COVID-19 Infection. Natl Acad Sci Lett. 2022; 45(4):363-369.
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