bioRxivImmunologyPreprint
Retrospective Computational and Immunoinformatics Validation of Clinically Evaluated Necator americanus Protein Vaccine Candidates: Na-APR-1, Na-GST-1, and Na-ASP-2
Yanick Aqua Stong TanganiD, Gordon Takop NchanjiiD, Marcel Nyuylam MoyehiD, Teke Mary Efeti, Lahngong Methodius ShinyuyiD, Pilate Nkineh Kwi, Abey Blessings Ayuk, Junior Ekunidi Engarimbi, Che Roland AchunguiD, Cabirou Mounchili ShintouoiD, Melvis Berinyuy Dulandzev, Ntang Emmaculate Yaah, Bernis Neneyoh YengoiD, Beltine Muyer Tamnjong, Ketura Yaje GweiiD, Brinate Teke TeboiD, Nfiaboh Gaston Nyah, Stephen Mbigha GhogomuiD, Robert Adamu SheyiD
Abstract
Hookworm disease, primarily caused by Necator americanus, affects about 472 million people worldwide and contributes substantially to global disease burden, yet no approved vaccine is currently available. The clinical failure of Na-ASP-2 protein due to IgE-mediated hypersensitivity highlights the need for safe, immunogenic hookworm vaccines and emphasizes the importance of rigorous pre-clinical safety screening. Using an integrated immunoinformatics approach, this work retrospectively evaluated the safety and immunogenicity of three clinical hookworm protein vaccine candidates: Na-APR-1, Na-GST-1, and Na-ASP-2. Toxigenicity and allergenicity predictions correctly identified Na-ASP-2 as toxigenic and allergenic, consistent with its documented clinical failure, while Na-APR-1 exhibited a favourable safety profile; Na-GST-1 showed inconsistent allergenicity signals warranting experimental validation. Comprehensive epitope prediction identified abundant CTL, HTL, B-cell, and cytokine-inducing epitopes across all candidates, with Na-APR-1 demonstrating the broadest epitope repertoire. HLA population coverage analysis indicated broad global applicability across endemic regions. Molecular docking with TLR4 revealed that all antigens interact with the receptor with binding energies more favourable than the positive control agonist, with Na-GST-1 and Na-APR-1 displaying the strongest predicted affinities. Normal mode analyses predicted stable antigen-TLR4 complex dynamics across all candidates. Immune simulations predicted robust, memory-driven humoral and cellular responses for Na-APR-1 and Na-ASP-2, while Na-GST-1 showed markedly attenuated simulated immunogenicity despite favourable structural and receptor-binding characteristics. These findings support continued clinical development of Na-APR-1, highlight unresolved immunogenic discordances for Na-GST-1 requiring experimental verification, and collectively provide a validated computational framework for advancing rational hookworm vaccine design.
- organism: human
- assay: proteomics
- research focus: cell type annotation
- research focus: drug response / drug discovery
- approach: deep learning
- approach: statistical model
- Citations
- 0
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