Evidence map›Paper›PMID 42797636›Full record

ArticleVaccines2026

The Silent Vehicle: Validating the Biological Signals and Noises of Baculovirus Vectors in Macrophage-Targeted Vaccines.

Beginda Ridwan, Farrah Putri Salmanida, Rika Wahyuningtyas, Yin-Siew Lai, Mei-Li Wu, Wen-Bin Chung, Chia-Tsai Chang, Ko-Tung Chang

Abstract read
In one paragraph

Article in Vaccines, 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

8 authors.

Beginda RidwanDepartment of Biological Science and Technology, National Pingtung University of Science and Technology, Neipu 912, Pingtung, Taiwan.ORCID 0009-0006-5465-7958
Farrah Putri SalmanidaDepartment of Biological Science and Technology, National Pingtung University of Science and Technology, Neipu 912, Pingtung, Taiwan.
Rika WahyuningtyasDepartment of Biological Science and Technology, National Pingtung University of Science and Technology, Neipu 912, Pingtung, Taiwan.ORCID 0000-0002-4150-266X
Yin-Siew LaiDepartment of Biological Science and Technology, National Pingtung University of Science and Technology, Neipu 912, Pingtung, Taiwan.ORCID 0000-0003-2963-9038
Mei-Li WuResearch Centre for Animal Biologics, National Pingtung University of Science and Technology, Neipu 912, Pingtung, Taiwan.
Wen-Bin ChungResearch Centre for Animal Biologics, National Pingtung University of Science and Technology, Neipu 912, Pingtung, Taiwan.
Chia-Tsai ChangSchool of Pharmacy, China Medical University, Taichung 406, Taiwan.
Ko-Tung ChangDepartment of Biological Science and Technology, National Pingtung University of Science and Technology, Neipu 912, Pingtung, Taiwan.ORCID 0000-0001-9383-831X

Funding

National Science and Technology Council NSTC 113-2314-B-020-001, NSTC 114-2314-B-020-001
6 · The paper itself

Abstract

objectiveThe Baculovirus Expression Vector System (BEVS) is an established eukaryotic platform for high-yield recombinant protein production and is widely utilized for generating vaccine antigens, including recombinant classical swine fever virus E2 glycoprotein, African swine fever virus structural proteins (p72, p30, and p54), and porcine reproductive and respiratory syndrome virus envelope proteins GP5 and M. These antigens interact with macrophage-associated receptors, including CD163 and CD206, to modulate immune responses through macrophage polarization. However, whether baculovirus vector-derived components intrinsically influence macrophage polarization remains unclear, raising concerns regarding potential impacts on biological activity, vaccine efficacy, and downstream purification strategies.

methodsIn this study, an M2-like tumor-associated macrophage (TAM) model capable of repolarizing toward an M1-like phenotype was established to distinguish the transcriptomic effects of the baculovirus vector control (VC) from those of the recombinant antigen (A1). Comparative RNA sequencing, Gene Set Enrichment Analysis (GSEA), functional enrichment analyses, and linear regression analysis were performed to evaluate vector- and antigen-associated transcriptional responses.

resultsComprehensive transcriptomic analysis showed that VC treatment induced only minimal transcriptomic alterations, with limited immune-related pathway enrichment and expression profiles that remained highly similar to those of untreated M2-like TAMs. Furthermore, linear regression analysis demonstrated negligible correlations between VC-induced and A1-induced transcriptional responses indicating that the limited changes associated with the vector backbone did not correspond to the receptor-mediated immune responses elicited by the recombinant antigen. In contrast, A1 stimulation induced distinct transcriptional reprogramming characterized by enrichment of pro-inflammatory and immune-activation pathways and a shift toward an M1-like macrophage phenotype.

conclusionsThese findings suggest the negligible correspondence between VC- and A1-induced transcriptional profiles further supports the transcriptomic noises and signals of the baculovirus vector and inserted proteins, reinforcing its suitability as a platform for macrophage-targeted vaccine development while providing a basis for future optimization of downstream purification strategies.

Indexed as

baculovirusimmunomodulationM1M2macrophagesrecombinant proteinTAMstumor

Identifiers

PMID42797636
PMCPMC13612020

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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.