Structure-guided in silico design of a methionine aminopeptidase–derived multi-epitope vaccine candidate against Neisseria gonorrhoeae

Escalating antimicrobial resistance in <i>Neisseria gonorrhoeae</i> underscores the need for vaccine strategies that avoid the pathogen's highly variable outer-membrane antigens. This study pursued an epitope-focused approach targeting methionine aminopeptidase (MAP), an essential, evolutionarily constrained metalloenzyme. An AlphaFold2 model with high confidence (mean pLDDT 90) guided mapping of solvent-exposed, non-catalytic loops, excluding residues within 15 Å of the catalytic H82/D110/H173/D206/E237 cluster. Linear and conformational B-cell epitopes (BepiPred-3.0, ABCpred, DiscoTope-3.0) and CD8<sup>+</sup>/CD4<sup>+</sup> T-cell epitopes (NetMHCpan 4.1b; NetMHCIIpan 4.1) were prioritized by predicted affinity, surface accessibility, and cross-isolate conservation across 48 clinical genomes (2007-2022). Host-homology screening (BLASTp) and manufacturability filters (VaxiJen, SOLpro) were applied. A lead HLA-DRB1∗07:01 complex was validated by Rosetta docking and 100 ns AMBER MD<i>.</i> All shortlisted epitopes were invariant across isolates. A top CD8<sup>+</sup> epitope, SMSDCAVAV (HLA-A∗02:01; %Rank<sub>EL</sub> 0.16), showed strong IFN-γ induction (SVM 0.82). A CD4<sup>+</sup> epitope, YTAVRQTAAHCLDAG (HLA-DRB1∗07:01; %Rank 1.4; IC<sub>50</sub> = 640 nM), overlapped a predicted B-cell patch (res. 66-75; VaxiJen 0.67). MAP exhibited favourable solubility (SOLpro 0.947). The HLA-DRB1∗07:01 complex maintained a stable binding register over 100 ns (protein Cα RMSD 2.1 Å), with restrained peptide-anchor fluctuations. Structural conservation, epitope invariance, and stable peptide-MHC interactions support MAP as a rational antigen for multi-epitope vaccine development with potential breadth across strains and HLA backgrounds. Experimental validation-immunogenicity, functional inhibition, and benchmarking versus OMP-based candidates-remains essential.

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Journal
Biochemistry and Biophysics Reports
Published
2025-10-25
DOI
https://doi.org/10.1016/j.bbrep.2025.102323
Primary Topic
Peptidase Inhibition and Analysis
Type
article
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article

Structure-guided in silico design of a methionine aminopeptidase–derived multi-epitope vaccine candidate against Neisseria gonorrhoeae

Uchechukwu U. Nwodo, Sinethemba H. Yakobi
Biochemistry and Biophysics Reports
Peptidase Inhibition and Analysis
article

Structure-guided in silico design of a methionine aminopeptidase–derived multi-epitope vaccine candidate against Neisseria gonorrhoeae

Uchechukwu U. Nwodo, Sinethemba H. Yakobi
article en

Abstract

Escalating antimicrobial resistance in <i>Neisseria gonorrhoeae</i> underscores the need for vaccine strategies that avoid the pathogen's highly variable outer-membrane antigens. This study pursued an epitope-focused approach targeting methionine aminopeptidase (MAP), an essential, evolutionarily constrained metalloenzyme. An AlphaFold2 model with high confidence (mean pLDDT 90) guided mapping of solvent-exposed, non-catalytic loops, excluding residues within 15 Å of the catalytic H82/D110/H173/D206/E237 cluster. Linear and conformational B-cell epitopes (BepiPred-3.0, ABCpred, DiscoTope-3.0) and CD8<sup>+</sup>/CD4<sup>+</sup> T-cell epitopes (NetMHCpan 4.1b; NetMHCIIpan 4.1) were prioritized by predicted affinity, surface accessibility, and cross-isolate conservation across 48 clinical genomes (2007-2022). Host-homology screening (BLASTp) and manufacturability filters (VaxiJen, SOLpro) were applied. A lead HLA-DRB1∗07:01 complex was validated by Rosetta docking and 100 ns AMBER MD<i>.</i> All shortlisted epitopes were invariant across isolates. A top CD8<sup>+</sup> epitope, SMSDCAVAV (HLA-A∗02:01; %Rank<sub>EL</sub> 0.16), showed strong IFN-γ induction (SVM 0.82). A CD4<sup>+</sup> epitope, YTAVRQTAAHCLDAG (HLA-DRB1∗07:01; %Rank 1.4; IC<sub>50</sub> = 640 nM), overlapped a predicted B-cell patch (res. 66-75; VaxiJen 0.67). MAP exhibited favourable solubility (SOLpro 0.947). The HLA-DRB1∗07:01 complex maintained a stable binding register over 100 ns (protein Cα RMSD 2.1 Å), with restrained peptide-anchor fluctuations. Structural conservation, epitope invariance, and stable peptide-MHC interactions support MAP as a rational antigen for multi-epitope vaccine development with potential breadth across strains and HLA backgrounds. Experimental validation-immunogenicity, functional inhibition, and benchmarking versus OMP-based candidates-remains essential.

Biochemistry and Biophysics ReportsVol. 44
University of Fort Hare (ZA)
Openalex Percentile: Top 59%
Peptidase Inhibition and Analysis
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Structure-guided in silico design of a methionine aminopeptidase–derived multi-epitope vaccine candidate against Neisseria gonorrhoeae — Uchechukwu U. Nwodo, Sinethemba H. Yakobi · Biochemistry and Biophysics Reports (2025) | TGRS Research Map | TGRS