Evidence map›Paper›PMID 41529533›Full record

ArticleVaccine2026

TLR5 versus TLR7/8 agonist-dependent modulation of the early gene expression response to inactivated influenza virus vaccine in newborn nonhuman primates.

Courtney L Page, Beth C Holbrook, Lance D Miller, Jason M Grayson, Martha A Alexander-Miller

Abstract read
In one paragraph

Article in Vaccine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Courtney L PageDepartment of Microbiology and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Beth C HolbrookDepartment of Microbiology and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Lance D MillerDepartment of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Jason M GraysonDepartment of Microbiology and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Martha A Alexander-MillerDepartment of Microbiology and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC, USA. Electronic address: martha.alexander-miller@wakehealth.edu.

Funding

TRAINING PROGRAM IN IMMUNOLOGY AND PATHOGENESIST32AI007401 · NIAID · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Martha Ann Alexander-Miller · 1991 to 2026
$4.4M
Development of vaccine approaches to elicit broadly protective influenza-specific immune responses in infantsR01AI146059 · NIAID · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ALEXANDER-MILLER, MARTHA ANN · 2020 to 2024
$3.0M
Vaccination strategies to overcome immune deficiencies in neonatesR01AI098339 · NIAID · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ALEXANDER-MILLER, MARTHA ANN · 2012 to 2015
$2.3M
NIAID NIH HHS R01 AI098339NIAID NIH HHS R01 AI146059NIAID NIH HHS T32 AI007401
6 · The paper itself

Abstract

There is an urgent need for strategies that can improve vaccine immunogenicity, especially for vulnerable populations such as newborns and young infants. Growing evidence supports Toll-Like Receptor agonists (TLRa) as potent stimulatory molecules to increase vaccine efficacy. We have previously demonstrated that the inclusion of either flagellin (TLR5a) or R848 (TLR7/8a) in an inactivated influenza virus vaccine can improve responses in newborn NHP, with R848 being superior at providing protection upon challenge. This study aimed to identify early immune events triggered by either inactivated virus alone or in combination with R848 or flagellin using scRNA-seq analysis of draining lymph nodes (dLN) collected 24 h after vaccination. Our study reveals that globally, R848 enhanced gene expression associated with B cell activation, while flagellin was a stronger modulator of T cells. Analysis of distinct lymph node populations showed that surprisingly, while APCs had a potent transcriptional response to inactivated virus, we observed minimal additional changes in transcriptional activity with addition of a TLRa. In contrast, R848 had a potent effect on cellular translation, while flagellin resulted in increased expression of type I interferon genes in B cells. All vaccines resulted in a population of T cells bearing an interferon response signature that was further modified by TLRa inclusion. R848 uniquely increased the expression of genes involved with cellular migration and inflammation in this population, while flagellin increased genes involved in vesicular trafficking, cAMP responsiveness, and calcium signaling. Together, these results suggest R848 promotes newborn B cell activation and enhanced migration/retention in the dLN. In contrast, flagellin amplifies the type I interferon signature of B cells and had broad impacts on the responding T cell population. Our findings provide new insights into the modulation of early vaccine responses in newborns following administration of inactivated influenza virus, R848 and flagellin.

Indexed as

Influenza VaccinesToll-Like Receptor 5Toll-Like Receptor 7Toll-Like Receptor 8AnimalsAnimals, NewbornB-LymphocytesFemaleFlagellinImidazolesLymph NodesOrthomyxoviridae InfectionsT-LymphocytesToll-Like Receptor AgonistsVaccines, InactivatedFlagellinImidazolesInfluenza VaccinesresiquimodToll-Like Receptor 5Toll-Like Receptor 7Toll-Like Receptor 8Toll-Like Receptor AgonistsVaccines, InactivatedAdjuvantsDraining lymph nodeFlagellinInactivated influenza virusNewbornR848Transcriptional profileVaccine

Identifiers

PMID41529533
PMCPMC12989814

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.