Evidence map›Paper›PMID 42582202›Full record

ReviewFrontiers in immunology2026

Toll-like receptors in fish: evolution, structure, immune signaling, and translational prospects for adjuvant-based vaccine design in aquaculture.

Isabella A Davis, Kavi R Miryala, Roy Curtiss, Banikalyan Swain

Abstract readReview
In one paragraph

Review in Frontiers in immunology, 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

4 authors.

Isabella A DavisDepartment of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States.
Kavi R MiryalaDepartment of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States.
Roy CurtissDepartment of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States.
Banikalyan SwainDepartment of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Toll-like receptors (TLRs) are central to innate immunity and the most studied class of pattern recognition receptors (PRRs). Upon recognition of pathogen-associated molecular patterns (PAMPs) from bacteria, viruses, fungi, and parasites, strong immune responses that bridge innate and adaptive immunity are initiated. Their ability to sense various ligands has made TLR agonists promising candidates for adjuvant development. Unlike traditional adjuvants, TLR ligands directly activate immune pathways, leading to strong, specific, and lasting protection. In aquaculture, there is a critical need for vaccines to reduce reliance on antimicrobials and to address losses from infectious diseases that threaten global food security. We compared TLRs across different teleost and higher vertebrate species for a comprehensive understanding of these receptors. This review focused on defining nomenclature, exploring its historical and evolutionary significance, and structural modeling using computational methods. Using channel catfish (

Indexed as

Adjuvants, VaccineFish DiseasesFishesFish ProteinsToll-Like ReceptorsVaccinesAdjuvants, ImmunologicAnimalsAquacultureEvolution, MolecularImmunity, InnateInnate Immunity RecognitionSignal TransductionToll-Like Receptor AgonistsAdjuvants, ImmunologicAdjuvants, VaccineFish ProteinsToll-Like Receptor AgonistsToll-Like ReceptorsVaccinesaquaculture vaccinesfish immunologyimmune signalinginnate immunitymucosal immunitypattern recognition receptorsteleost immunitytoll-like receptors

Identifiers

PMID42582202
PMCPMC13457159

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.