# VLP-based indirect ELISA enables reliable sero-diagnosis and epidemiological monitoring of duck circovirus

**Authors:** Shihua Qiu, Fangchao Guo, Lingyan Zhao, Zhaozhen Zhong, Yuancheng Wang

PMC · DOI: 10.3389/fvets.2026.1735016 · Frontiers in Veterinary Science · 2026-02-19

## TL;DR

A new diagnostic test using virus-like particles improves detection of duck circovirus, aiding disease monitoring and vaccine evaluation.

## Contribution

A codon-optimized capsid gene was expressed to create virus-like particles for a more reliable iELISA for duck circovirus.

## Key findings

- VLPs assembled from codon-optimized capsid gene showed superior antigenicity compared to monomers.
- The VLP-based iELISA demonstrated high sensitivity, specificity, and repeatability for detecting duck circovirus antibodies.
- Field application revealed a 19.96% positivity rate in duck sera from Jiangsu Province with a yearly increasing trend.

## Abstract

Duck circovirus (DuCV) is an emerging immunosuppressive virus that causes growth retardation, feather loss, and increased susceptibility to secondary infections in ducks, leading to significant economic losses in the duck industry. However, existing serological assays for DuCV detection often lack accuracy and reproducibility due to antigen instability, limiting effective disease surveillance.

To develop a more reliable diagnostic tool, the full-length capsid (Cap) gene of DuCV-2 was codon-optimized, expressed in Escherichia coli, purified under denaturing conditions, and refolded to self-assemble into virus-like particles (VLPs). The morphology of the assembled VLPs (~15 nm) was confirmed by transmission electron microscopy, and their immunogenicity was evaluated in ducks. Based on these VLPs, an indirect enzyme-linked immunosorbent assay (iELISA) was established and optimized.

The VLPs elicited stronger antibody responses than Cap monomers at equivalent doses, confirming their superior antigenicity. The optimized VLP-based iELISA (250 ng/well coating concentration, 1,200 serum dilution) exhibited high sensitivity (detectable up to 1:6400 dilution), strong specificity (no cross-reactivity with other avian pathogens), and good repeatability (CV < 5%). Application of the assay to 290 field duck sera collected in Jiangsu Province (2022–2024) revealed a 19.96% positivity rate, showing a gradual yearly increase.

This study developed a highly specific, sensitive, and reproducible VLP-based iELISA for DuCV antibody detection. The method provides a practical tool for large-scale epidemiological surveillance and vaccine evaluation, and the VLP-based diagnostic strategy offers a universal framework for serological assays of other avian circoviruses.

## Linked entities

- **Genes:** CTAA1 (cataract, anterior polar 1) [NCBI Gene 1483]
- **Species:** Escherichia coli (taxon 562)

## Full-text entities

- **Genes:** Cap [NCBI Gene 3562296]
- **Diseases:** infectious diseases (MESH:D003141), duck enteritis (MESH:D004751), hepatitis (MESH:D056486), DuCV (MESH:D018173), infection (MESH:D007239), beak atrophy dwarfism syndrome (MESH:D003057), vesicular disease (MESH:D012872), feather loss (MESH:D016388), inflammation (MESH:D007249), trauma (MESH:D014947), growth retardation (MESH:D006130)
- **Chemicals:** PVDF (MESH:C024865), H2SO4 (MESH:C033158), ampicillin (MESH:D000667), phosphotungstic acid (MESH:D010772), urea (MESH:D014508), arginine (MESH:D001120), S (MESH:D013455), Coomassie Brilliant Blue R-250 (-), glycerol (MESH:D005990), SDS (MESH:D012967), copper (MESH:D003300), imidazole (MESH:C029899), Ni (MESH:D009532), Triton X-100 (MESH:D017830), NaCl (MESH:D012965), carbonate (MESH:D002254)
- **Species:** Bos taurus (bovine, species) [taxon 9913], Goose circovirus (no rank) [taxon 146032], Swan circovirus (no rank) [taxon 459957], Goose parvovirus (no rank) [taxon 38251], Duck Tembusu virus (no rank) [taxon 1399582], Escherichia coli BL21(DE3) (strain) [taxon 469008], Fowl adenovirus (species) [taxon 1354736], Sus scrofa (pig, species) [taxon 9823], Anas platyrhynchos (duck, species) [taxon 8839], anatid alphaherpesvirus 1 (no rank) [taxon 104388], Duck hepatitis B virus (no rank) [taxon 12639], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Mus musculus (house mouse, species) [taxon 10090], Riemerella anatipestifer (species) [taxon 34085], Duck circovirus (no rank) [taxon 324685], Salmonella enterica subsp. enterica serovar Enteritidis (no rank) [taxon 149539], WigFec circovirus 1 (no rank) [taxon 2873951], Escherichia coli (E. coli, species) [taxon 562]
- **Cell lines:** BL21 (DE3) — Mus musculus (Mouse), Hybridoma (CVCL_B7HM), pET-32a — Mus musculus (Mouse), Hybridoma (CVCL_B4FQ)

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12960182/full.md

## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC12960182/full.md

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Source: https://tomesphere.com/paper/PMC12960182