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Lipid nanoparticle encapsulation enhances the immunogenicty of a SARS-CoV-2 Delta variant-based DNA vaccine and enables protection against heterologous omicron subvariants

2024· article· en· W4404166790 on OpenAlexaff
Levi Tamming, Diana Duque, Casey Lansdell, Sathya N. Thulasi Raman, Lisheng Wang, Anh Tran, Michael Johnston, Xuguang Li

Bibliographic record

VenueThe Journal of Immunology · 2024
Typearticle
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsAgriculture and Agri-Food Canada
Fundersnot available
KeywordsHeterologousEncapsulation (networking)DNACoronavirus disease 2019 (COVID-19)VirologySevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Nanoparticle2019-20 coronavirus outbreakNanotechnologyBiologyMaterials scienceGeneticsMedicineInfectious disease (medical specialty)Computer science

Abstract

fetched live from OpenAlex

Abstract mRNA vaccines were instrumental in limiting the extent of the COVID-19 pandemic. Despite being presented as an alternative to mRNA vaccines, DNA vaccines have not achieved similar levels of clinical success. We evaluated the immunogenicity and protective efficacy of a CD40L-adjuvanted Spike DNA vaccine based on the B.1.617.2 (Delta) variant when encapsulated in lipid nanoparticle formulations, created using DLin-KC2-DMA and SM-102 ionizable lipids. Syrian hamsters were vaccinated twice intramuscularly with unformulated or LNP-encapsulated DNA vaccines before being challenged with homologous or heterologous BA.5 (Omicron) strains of SARS-CoV-2. LNP encapsulation enhanced immune responses following one and two doses, increasing binding and neutralizing antibody titers. LNP encapsulation also enabled the neutralization of multiple omicron sub variants. LNP encapsulation also provided greater protection from challenge with both Delta and Omicron strains of SARS-CoV-2, reducing weight loss and suppressing viral replication in the upper and lower respiratory tract. This reduced viral burden coincided with the prevention of lung pathology. These results highlight the increased effectiveness of DNA vaccines afforded using similar delivery vehicles as those found in commercial mRNA vaccine formulations. Further studies are required to fully understand the safety and tolerability of this approach, as well as to directly compare the DNA formulations with mRNA vaccines.

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 head0.031
GPT teacher head0.305
Teacher spread0.274 · 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
Published2024
Admission routes1
Has abstractyes

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