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Record W4416042259 · doi:10.1101/2025.11.06.685839

Structure-based engineering of a nutrient acquisition protein enhances neutralizing antibodies and protection for the development of a gonococcal vaccine

2025· preprint· en· W4416042259 on OpenAlexaff
Natalie H. Au, En Ze Linda Zhong-Johnson, Jamie E. Fegan, Epshita A. Islam, Stacey X. Xu, Dixon Ng, Megha Shah, Laura-lee Caruso, Christine Chieh-Lin Lai, Anthony B. Schryvers, Scott D. Gray‐Owen, Trevor F. Moraes

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2025
Typepreprint
Languageen
FieldImmunology and Microbiology
TopicBacterial Infections and Vaccines
Canadian institutionsUniversity of CalgaryUniversity of Toronto
Fundersnot available
KeywordsImmunogenImmunogenicityAntigenImmune systemAntibodyImmunityMutantImmunization

Abstract

fetched live from OpenAlex

Abstract Gonorrhea is increasingly resistant to treatment and has been labelled an urgent threat due to the diminishing effectiveness of existing therapeutics. To address this challenge, we targeted the Neisseria gonorrhoeae transferrin binding protein B (TbpB), which is critical for iron acquisition and neisserial growth, as a vaccine target. Building on previous studies investigating the application of TbpB as an immunogen against various bacterial pathogens, we aimed to optimize this antigen for a broad protective effect. We compared the efficacy of wild type TbpB immunogens with engineered TbpB mutants that do not bind human transferrin (hTf) using infection studies in transgenic mice expressing hTf, which were required because the strict specificity of neisserial TbpB precludes its complexing with non-human transferrin. Comprehensive biophysical analyses confirmed that the introduced single residue mutations abolished hTf binding without compromising antigen structure. Immunization with the mutant antigens conferred increased resistance to infection by N. gonorrhoeae relative to that provided by the wild-type antigen in the humanized mice. When considering effector functions of the humoral response, we observed that the mutated antigen elicited more effective bactericidal and function-neutralizing activity. Through strategic mutations, we therefore enhanced vaccine effectiveness in a physiologically relevant model without significantly affecting the structure or immunogenicity of the antigen. This study highlights the use of rational structure-guided antigen design to drive effective immune responses and the potential interference of immunogen binding to host factors, and reinforces the utility of targeting TbpB in a gonococcal vaccine.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.012
GPT teacher head0.221
Teacher spread0.210 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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