Application of immunoinformatics to develop a novel and effective multiepitope chimeric vaccine against Variovorax durovernensis

被引:1
作者
Hasan, Ahmad [1 ]
Ibrahim, Muhammad [1 ]
Alonazi, Wadi B. [2 ]
Shen, Jian [3 ]
机构
[1] Zhejiang Univ, Coll Agr & Biotechnol, Inst Biotechnol, Hangzhou, Peoples R China
[2] King Saud Univ, Coll Business Adm, Hlth Adm Dept, Riyadh, Saudi Arabia
[3] Hangzhou Med Coll, Zhejiang Prov People Hosp, Affiliated People Hosp, Dept Med Adm, Hangzhou, Zhejiang, Peoples R China
关键词
Variovorax durovernensis; Reverse vaccinology; Drug targets; B -cell epitopes; Chimeric vaccine; MD simulation; NORMAL-MODE ANALYSIS; ADAPTIVE IMMUNITY; FUSION PROTEIN; IFN-GAMMA; WEB; MECHANISMS; PREDICTION; DYNAMICS; INNATE;
D O I
10.1016/j.compbiolchem.2024.108266
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Bloodstream infections pose a significant public health challenge caused by resistant bacteria such as Variovorax durovernensis, a recently reported Gram-negative bacterium, worsening the burden on healthcare systems. The design of a vaccine using chimeric peptides derived from a representative V. durovernensis strain holds significant promise for preventing disease onset. The current study aimed to employ reverse vaccinology (RV) approaches such as the retrieval of V. durovernensis proteomics data, removal of redundant proteins by CD-HIT, filtering of non-homologous proteins to humans and essential proteins, identification of outer membrane (OM) proteins by CELLO and PSORTb. Following these steps immunoinformatic approaches were applied, such as epitope prediction by IEDB, vaccine design using linkers and adjuvant and analysis of antigenicity, allergenicity, safety and stability. Among the 4208 nonredundant proteins, an OmpA family protein (A0A940EKP4) was designated a potential candidate for the development of a multiepitope vaccine construct. Upon analysis of OM protein, six immunodominant (B cell) epitopes were found on the basis of the chimeric construct following the prediction of CTL stands cytotoxic T lymphocyte and HTL stands helper T lymphocyte epitopes. To ensure comprehensive population coverage globally, the CTL and HTL coverage rates were 58.18% and 46.56%, respectively, and 77.23% overall. By utilizing EAAAK, GPGPG, and AAY linkers, Cholera toxin B subunit adjuvants, and appropriate epitopes were smoothly incorporated into a chimeric vaccine effectively triggering both adaptive and innate immune responses. For example, the administered antigen showed a peak in counts on the fifthday post injection and then gradually declined until the fifteenth day. Elevated levels of several antibodies (IgG + IgM > 700,000; IgM > 600,000; IgG1 + IgG2; IgG1 > 500,000) were observed as decreased in the antigen concentration. Molecular dynamics simulations carried out via iMODS revealed strong correlations between residue pairs, highlighting the stability of the docked complex. The designed vaccine has promising potential in eliciting specific immunogenic responses, thereby facilitating future research for vaccine development against V. durovernensis.
引用
收藏
页数:14
相关论文
共 66 条
  • [1] Combating tigecycline resistant Acinetobacter baumannii: A leap forward towards multi-epitope based vaccine discovery
    Ahmad, Sajjad
    Ranaghan, Kara E.
    Azam, Syed Sikander
    [J]. EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2019, 132 : 1 - 17
  • [2] Vaccinomics-based next-generation multi-epitope chimeric vaccine models prediction against Leishmania tropica - a hierarchical subtractive proteomics and immunoinformatics approach
    Aiman, Sara
    Ahmad, Abbas
    Khan, Azmat Ali
    Alanazi, Amer M.
    Samad, Abdus
    Ali, Syed Luqman
    Li, Chunhua
    Ren, Zhiguang
    Khan, Asifullah
    Khattak, Saadullah
    [J]. FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [3] Multi-Subunit SARS-CoV-2 Vaccine Design Using Evolutionarily Conserved T- and B- Cell Epitopes
    Akbay, Burkitkan
    Abidi, Syed Hani
    Ibrahim, Mahmoud A. A.
    Mukhatayev, Zhussipbek
    Ali, Syed
    [J]. VACCINES, 2021, 9 (07)
  • [4] Akhtar J., 2022, Drug Development Life Cycle
  • [5] Variovorax durovernensis sp. nov., a novel species isolated from an infected prosthetic aortic graft in a human
    Alcolea-Medina, Adela
    Snell, Luke B.
    Payne, Lara
    Alder, Christopher J.
    Turnbull, Jake D.
    Charalampous, Themoula
    Bryan, Lisa
    Klein, John L.
    Edgeworth, Jonathan D.
    Batra, Rahul
    Goodman, Anna L.
    [J]. INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, 2023, 73 (12)
  • [6] Normal Mode Analysis of Biomolecular Structures: Functional Mechanisms of Membrane Proteins
    Bahar, Ivet
    Lezon, Timothy R.
    Bakan, Ahmet
    Shrivastava, Indira H.
    [J]. CHEMICAL REVIEWS, 2010, 110 (03) : 1463 - 1497
  • [7] Principal component analysis of alpha-helix deformations in transmembrane proteins
    Bevacqua, Alexander
    Bakshi, Sachit
    Xia, Yu
    [J]. PLOS ONE, 2021, 16 (09):
  • [8] BLAST: a more efficient report with usability improvements
    Boratyn, Grzegorz M.
    Camacho, Christiam
    Cooper, Peter S.
    Coulouris, George
    Fong, Amelia
    Ma, Ning
    Madden, Thomas L.
    Matten, Wayne T.
    McGinnis, Scott D.
    Merezhuk, Yuri
    Raytselis, Yan
    Sayers, Eric W.
    Tao, Tao
    Ye, Jian
    Zaretskaya, Irena
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (W1) : W29 - W33
  • [9] Resistance of Gram-Negative Bacteria to Current Antibacterial Agents and Approaches to Resolve It
    Breijyeh, Zeinab
    Jubeh, Buthaina
    Karaman, Rafik
    [J]. MOLECULES, 2020, 25 (06):
  • [10] Targeting toll-like receptor-4 (TLR4)-an emerging therapeutic target for persistent pain states
    Bruno, Kelly
    Woller, Sarah A.
    Miller, Yury I.
    Yaksh, Tony L.
    Wallace, Mark
    Beaton, Graham
    Chakravarthy, Krishnan
    [J]. PAIN, 2018, 159 (10) : 1908 - 1915