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Record W4412798946 · doi:10.1016/j.cirep.2025.200238

Nucleic acids delivered by cationic phytoglycogen nanoparticles protect RTG-2 cells against VHSV-IVa infection

2025· article· en· W4412798946 on OpenAlexafffund
Shayne J. Oberhoffner, Leah Haile, Erin Cooper, Stephanie J. DeWitte‐Orr

Bibliographic record

VenueComparative Immunology Reports · 2025
Typearticle
Languageen
FieldMedicine
TopicCytomegalovirus and herpesvirus research
Canadian institutionsWilfrid Laurier University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsNucleic acidCationic polymerizationChemistryVirologyMicrobiologyBiochemistryBiologyOrganic chemistry

Abstract

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• New 0.88 DS NDx nanoparticles are safe and effective nucleic acid carriers. • Prophylactic HMW poly I:C NDx treatment significantly reduced VHSV-IVa viral load. • CpG-ODN 2216-NDx formed stable complexes and informed future combination strategies. • Study advances nanoparticle-based immune stimulants for aquaculture disease prevention. The innate immune system defends against infection by recognizing conserved pathogen-associated molecular patterns (PAMPs). This study investigates the prophylactic use of synthetic PAMP analogues to stimulate innate antiviral responses in rainbow trout cells. Two commercial analogues were tested: high molecular weight polyinosinic:polycytidylic acid (HMW poly I:C), mimicking viral double-stranded RNA, and CpG-oligodeoxynucleotides (CpG-ODNs), based on unmethylated bacterial DNA. These nucleic acids were tested either singly or combined whether they could enhance innate immune responses in rainbow trout cells. Previous research showed that complexing HMW poly I:C with cationic phytoglycogen nanoparticles (Nanodendrix, NDx) enhanced antiviral protection. Here, we explored whether co-delivery of HMW poly I:C and CpG-ODN 2216, both complexed to a newly developed NDx formulation with a higher degree of substitution (DS 0.88), could further improve protection against viral hemorrhagic septicemia virus (VHSV-IVa). We characterized the new NDx formulation in terms of size and surface potential, and assessed its cytotoxicity, immunostimulatory capacity, and antiviral efficacy using rainbow trout gonadal (RTG-2) cells. None of the formulations were cytotoxic. HMW poly I:C, whether alone or complexed with NDx, significantly upregulated the antiviral gene Mx1. Notably, only NDx-complexed HMW poly I:C provided significant prophylactic protection against VHSV-IVa, as measured by viral titer reduction. The addition of CpG-ODN 2216, even when complexed to NDx, did not enhance this protective effect. These findings demonstrate that HMW poly I:C complexed with 0.88 DS NDx effectively stimulates antiviral responses and reduces viral burden in vitro. This work provides foundational insight into nanoparticle-mediated innate immune activation in fish, supporting the development of nanomedicine approaches to protect aquaculture species from viral diseases.

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)0.0000.000

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 head0.027
GPT teacher head0.326
Teacher spread0.299 · 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 routes2
Has abstractyes

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