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Record W4409728494 · doi:10.1101/2025.04.10.648241

A Spray Dried Replicon Vaccine Platform for Pandemic Response

2025· preprint· en· W4409728494 on OpenAlexaff
Wynton D. McClary, J Chen, Hui Wang, Ecm Lo, Julie Bakken, Joseph McCollum, Christopher Press, Eduard Melief, Devin S. Brandt, Andrew R. Martin, Reinhard Vehring, Darshan N. Kasal, Emily A. Voigt, Alana Gerhardt

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2025
Typepreprint
Languageen
FieldMedicine
TopicInhalation and Respiratory Drug Delivery
Canadian institutionsUniversity of Alberta
FundersBiomedical Advanced Research and Development AuthorityU.S. Department of Health and Human Services
KeywordsRepliconPandemicVirologyCoronavirus disease 2019 (COVID-19)MedicineBiologyInternal medicineGenomeGeneticsInfectious disease (medical specialty)GeneDisease

Abstract

fetched live from OpenAlex

ABSTRACT The recent COVID-19 pandemic, as well as the threat of a global pandemic caused by H5N1 avian influenza virus, has highlighted the need for the development of thermostable vaccines that can be manufactured and distributed rapidly to combat the next global pandemic. To address this need, we previously developed a replicon vaccine platform that utilizes a nanostructured lipid carrier (NLC) to protect and efficiently deliver antigen-expressing replicon molecules in vivo . The replicon-NLC vaccine platform uses readily sourced components and can be rapidly manufactured at scale with the potential for stockpiling, thus enhancing pandemic preparedness. Spray drying is a promising method of vaccine desiccation with reduced costs and increased scale-up capabilities compared to lyophilization. As proof of concept, we demonstrate for the first time the successful spray drying of a replicon-NLC vaccine complex designed to protect against H5N1 avian influenza A virus to enhance its long-term thermostability while maintaining vaccine immunogenicity in an in vivo mouse model. Several glass-forming disaccharide excipients were screened for formulation and process compatibility under low-temperature spray drying conditions, and it was determined that a suitable shell-forming excipient, L-leucine, was necessary to prevent excessive accumulation of replicon-NLC vaccine complexes on the dry powder surface and a subsequent loss in process yield. The spray dried replicon-NLC vaccine powders were chemically stable for 1 month of storage at 40°C. Immunogenicity of the spray dried drug product was also well maintained for at least 3 months of storage at 4°C when administered intramuscularly into C57BL/6 mice as a reconstituted liquid. Finally, we demonstrate the ability to precisely control the aerodynamic particle size of the spray dried vaccine product to generate dry powders that are theoretically suitable for nasal or pulmonary delivery without reconstitution. This work establishes the feasibility of spray drying a thermostable replicon-NLC vaccine for rapid pandemic response.

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 score0.005

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)0.0010.001

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 head0.026
GPT teacher head0.274
Teacher spread0.248 · 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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