Evidence map›Paper›PMID 42327784›Full record

ArticleFrontiers in immunology2026

Systems biology approach unveils the cellular and molecular mechanisms of formalin-inactivated whole cell vaccine-induced protective immunity against

Venkatesh Kumaresan, Duolin Wang, Yan Zhang, Dong Xu, Guoquan Zhang

Abstract read
In one paragraph

Article 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

5 authors.

Venkatesh KumaresanDepartment of Molecular Microbiology and Immunology, University of Texas at San Antonio, San Antonio, TX, United States.
Duolin WangDepartment of Electrical Engineering and Computer Science, University of Missouri-Columbia, Columbia, MO, United States.
Yan ZhangDepartment of Molecular Microbiology and Immunology, University of Texas at San Antonio, San Antonio, TX, United States.
Dong XuDepartment of Electrical Engineering and Computer Science, University of Missouri-Columbia, Columbia, MO, United States.
Guoquan ZhangDepartment of Molecular Microbiology and Immunology, University of Texas at San Antonio, San Antonio, TX, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The formalin-inactivated Methods: PIV and PIIV were generated from axenic (ACCM-D) cultures and administered to mice using single or multiple immunization regimens. Protective efficacy was evaluated following challenge with virulent Results: Regardless of single or multiple immunizations, PIV and PIIV generated from axenic (ACCM-D) cultures retained their differential protective efficacies, with PIV providing robust protection but PIIV did not. PIV elicited earlier phase I-specific IgM responses and sustained higher IgG responses compared to PIIV, indicating differences in immunogenicity. Cellular and transcriptomic analyses revealed that PIV induced a prolonged neutrophil response in the spleen, accompanied by upregulation of genes involved in neutrophil degranulation, metal sequestration, and TLR-dependent innate immune pathways. In contrast, the neutrophil response induced by PIIV was transient and did not persist into later stages of vaccination. Depletion of neutrophils in PIV-vaccinated mice prior to challenge significantly reduced the protective efficacy of PIV. Conclusion: These findings demonstrate that PIV-induced protection against

Indexed as

Bacterial VaccinesCoxiella burnetiiQ FeverAnimalsAntibodies, BacterialDisease Models, AnimalFemaleFormaldehydeImmunity, HumoralImmunoglobulin MMiceMice, Inbred BALB CNeutrophilsVaccines, InactivatedAntibodies, BacterialBacterial VaccinesFormaldehydeImmunoglobulin MVaccines, Inactivatedbalb/c miceCoxiella burnetiiformalin-inactivated vaccineneutrophilNine Mile phase INine Mile phase IIRNA-seq

Identifiers

PMID42327784
PMCPMC13275218

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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.