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Record W4411224559 · doi:10.1093/infdis/jiaf318

Priming or Boosting <i>Plasmodium falciparum</i> Transmission-Blocking Responses With Recombinant Vaccines or Gametocyte Extract

2025· article· en· W4411224559 on OpenAlexaff
Yiting Song, Bingbing Deng, Carole A. Long, Qinzhe Li, Mahamadou Diakité, Wei‐Chiao Huang, Shiqi Zhou, Yuan Luo, Danton Ivanochko, Randall S. MacGill, Jean‐Philippe Julien, Kazutoyo Miura, Jonathan F. Lovell

Bibliographic record

VenueThe Journal of Infectious Diseases · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicEscherichia coli research studies
Canadian institutionsUniversity of TorontoHospital for Sick Children
Fundersnot available
KeywordsGametocyteRecombinant DNAVirologyBoosting (machine learning)Priming (agriculture)Plasmodium falciparumBiologyImmunologyMedicineMalariaComputer scienceGeneticsArtificial intelligenceGene

Abstract

fetched live from OpenAlex

Plasmodium falciparum infection can induce antibody responses to the parasitic, gametocyte-expressed antigens Pfs48/45 and Pfs230. Retrospective analysis of healthy individuals from malaria-endemic Mali showed increasing prevalence of antibodies to these antigens from infancy to age 17 years, an expected response to malaria exposure. This supports examining the immune interplay between gametocyte exposure and vaccination with these antigens as transmission-blocking vaccine (TBV) candidates. Recombinant Pfs48/45 and Pfs230 were formulated with a liposome-display vaccine adjuvant system. In mice primed with either antigen, subsequent gametocyte extract (GE) exposure significantly boosted antibody responses. Dose-dependent GE exposure induced transmission-reducing activity (TRA) in Pfs48/45-primed mice but not in naive controls. Conversely, GE-primed mice exhibited enhanced TRA after Pfs48/45 vaccination. These findings demonstrate bidirectional immune priming and highlight the potential for TBVs to elicit stronger TRA responses upon subsequent natural malaria exposure and/or in endemic areas in individuals with preexisting antibodies to TBV antigens.

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 score0.003

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 head0.016
GPT teacher head0.305
Teacher spread0.288 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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