Identification of potential antigenic proteins and epitopes for the development of a monkeypox virus vaccine: an in silico approach

被引:0
作者
Aktas, Emre [1 ]
Sezerman, Osman Ugur [2 ]
Ozer, Murat [3 ]
Kirboga, Kevser Kuebra [4 ]
Koseoglu, Ahmet Efe [5 ]
Ozgenturk, Nehir Ozdemir [1 ]
机构
[1] Yildiz Tech Univ, Fac Art & Sci Mol Biol & Genet, Istanbul, Turkiye
[2] Acibadem Mehmet Ali Aydinlar Univ, Sch Med, Dept Basic Sci Biostat & Med Informat, Istanbul, Turkiye
[3] Univ Afyon Kocatepe, Fac Sci & Arts, Dept Chem, Afyonkarahisar, Turkiye
[4] Bilecik Seyh Edebali Univ, Fac Engn, Bioengn Dept, TR-11100 Bilecik, Turkiye
[5] Ruhr Univ Bochum, Expt Eye Res Inst, Bochum, Germany
关键词
Monkeypox virus (MPXV); Peptide-based vaccine candidates; Monkeypox virus proteins; Bioinformatics analyses; PREDICTION; DISCOVERY;
D O I
10.1007/s11030-024-11033-1
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Virus assembly, budding, or surface proteins play important roles such as viral attachment to cells, fusion, and entry into cells. The present study aimed to identify potential antigenic proteins and epitopes that could be used to develop a vaccine or diagnostic assay against the Monkeypox virus (MPXV) which may cause a potential epidemic. To do this, 39 MPXV proteins (including assembly, budding, and surface proteins) were analyzed using an in silico approach. Of these 39 proteins, the F5L virus protein was found to be the best vaccine candidate due to its signal peptide properties, negative GRAVY value, low transmembrane helix content, moderate aliphatic index, large molecular weight, long-estimated half-life, beta wrap motifs, and being stable, soluble, and containing non-allergic features. Moreover, the F5L protein exhibited alpha-helical secondary structures, making it a potential "structural antigen" recognized by antibodies. The other viral protein candidates were A9 and A43, but A9 lacked beta wrap motifs, while A43 had a positive GRAVY value and was insoluble. These two proteins were not as suitable candidates as the F5L protein. The KRVNISLTCL epitope from the F5L protein demonstrated the highest antigen score (2.4684) for MHC-I, while the GRFGYVPYVGYKCI epitope from the A9 protein exhibited the highest antigenicity (1.754) for MHC-II. Both epitopes met the criteria for high antigenicity, non-toxicity, solubility, non-allergenicity, and the presence of cleavage sites. Molecular docking and dynamics (MD) simulations further validated their potential, revealing stable and energetically favorable interactions with MHC molecules. The immunogenicity assessment showed that GRFGYVPYVGYKCI could strongly induce immune responses through both IFN-gamma and IL-4 pathways, suggesting its capacity to provoke a balanced Th1 and Th2 response. In contrast, KRVNISLTCL exhibited limited immunostimulatory potential. Overall, these findings lay the groundwork for future vaccine development, indicating that F5L, particularly the GRFGYVPYVGYKCI epitope, may serve as an effective candidate for peptide-based vaccine design against MPXV.
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页数:19
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共 93 条
[1]   Multi-Epitope-Based Vaccine Candidate for Monkeypox: An In Silico Approach [J].
Abdi, Sayed Aliul Hasan ;
Ali, Amena ;
Sayed, Shabihul Fatma ;
Abutahir ;
Ali, Abuzer ;
Alam, Prawez .
VACCINES, 2022, 10 (09)
[2]   Immunoinformatics approach for multiepitope vaccine design against structural proteins and ORF1a polyprotein of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) [J].
Adam, Khalid Mohamed .
TROPICAL DISEASES TRAVEL MEDICINE AND VACCINES, 2021, 7 (01)
[3]   Comparative genome analysis reveals driving forces behind Monkeypox virus evolution and sheds light on the role of ATC trinucleotide motif [J].
Agarwal, Preeti ;
Shukla, Nityendra ;
Bhatia, Ajay ;
Mahfooz, Sahil ;
Narayan, Jitendra .
VIRUS EVOLUTION, 2024, 10 (01)
[4]   Bioinformatic investigation of Nipah virus surface protein mutations: Molecular docking with Ephrin B2 receptor, molecular dynamics simulation, and structural impact analysis [J].
Aktas, Emre ;
Saygili, Irem ;
Kahveci, Elif ;
Tekbiyik, Zeynep ;
Ozgenturk, Nehir Ozdemir .
MICROBIOLOGY AND IMMUNOLOGY, 2023, 67 (12) :501-513
[5]   A comprehensive review of monkeypox virus and mpox characteristics [J].
Alakunle, Emmanuel ;
Kolawole, Daniel ;
Diaz-Canova, Diana ;
Alele, Faith ;
Adegboye, Oyelola ;
Moens, Ugo ;
Okeke, Malachy Ifeanyi .
FRONTIERS IN CELLULAR AND INFECTION MICROBIOLOGY, 2024, 14
[6]   The 2022 human monkeypox outbreak: Clinical review and management guidance [J].
Aldhaeefi, Mohammed ;
Rungkitwattanakul, Dhakrit ;
Unonu, Jacqueise ;
Franklin, Careen-Joan ;
Lyons, Jessica ;
Hager, Katherine ;
Daftary, Monika N. .
AMERICAN JOURNAL OF HEALTH-SYSTEM PHARMACY, 2023, 80 (02) :44-52
[7]   Designing a Candidate Multi-Epitope Vaccine against Transmissible Gastroenteritis Virus Based on Immunoinformatic and Molecular Dynamics [J].
Bai, Yihan ;
Zhou, Mingxia ;
Wang, Naidong ;
Yang, Yi ;
Wang, Dongliang .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (16)
[8]   A systematic review of the epidemiology of human monkeypox outbreaks and implications for outbreak strategy [J].
Beer, Ellen M. ;
Rao, V. Bhargavi .
PLOS NEGLECTED TROPICAL DISEASES, 2019, 13 (10)
[9]   Lean-Docking: Exploiting Ligands' Predicted Docking Scores to Accelerate Molecular Docking [J].
Berenger, Francois ;
Kumar, Ashutosh ;
Zhang, Kam Y. J. ;
Yamanishi, Yoshihiro .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2021, 61 (05) :2341-2352
[10]   Designing, characterization, and immune stimulation of a novel multi-epitopic peptide-based potential vaccine candidate against monkeypox virus through screening its whole genome encoded proteins: An immunoinformatics approach [J].
Bhattacharya, Manojit ;
Chatterjee, Srijan ;
Nag, Sagnik ;
Dhama, Kuldeep ;
Chakraborty, Chiranjib .
TRAVEL MEDICINE AND INFECTIOUS DISEASE, 2022, 50