# Evaluation of OvaCyte for the detection of gastrointestinal parasites in ovine and bovine animals: comparison with traditional flotation techniques

**Authors:** Nagwa Elghryani, Geetika Lahan, Jayanta Bor Gohain, Eileen Collins, Trish McOwan, Theo de Waal

PMC · DOI: 10.1051/parasite/2026002 · Parasite · 2026-02-24

## TL;DR

OvaCyte is an automated system that detects and identifies gastrointestinal parasites in sheep and cattle more effectively than traditional methods.

## Contribution

OvaCyte introduces an automated image-based system with enhanced parasite classification capabilities compared to traditional flotation techniques.

## Key findings

- OvaCyte Plus showed high sensitivity for detecting various parasites like Nematodirus and coccidia.
- OvaCyte Premium outperformed traditional methods in parasite detection and classification.
- Strong correlations were found between OvaCyte Plus and manual techniques for egg counts.

## Abstract

This study aimed to evaluate the diagnostic and analytical performance of OvaCyte, an automated image-based system for the detection of gastrointestinal parasites in ruminants, against traditional flotation techniques. OvaCyte is available in two versions: OvaCyte Plus, which automates egg detection and quantification, and OvaCyte Premium, which incorporates enhanced analysis to differentiate parasite families, genera, and species within strongyles (e.g., Trichostrongylidae, Haemonchus contortus, and Nematodirus spp.). Coccidia are also classified as standard or type B, with the latter specifically including Eimeria weybridgensis, Eimeria crandallis and Eimeria ovinoidalis, based on distinct morphometrical features. The identification of Haemonchus contortus was validated using peanut agglutinin (PNA) fluorescence staining as the gold standard. Sensitivity and specificity for OvaCyte Plus, Mini-FLOTAC, and McMaster were calculated based on a consensus “true status”. Limits of detection and quantification were calculated using regression analysis. OvaCyte Plus demonstrated the highest sensitivity, especially for Nematodirus (95%), coccidia (93%), strongyles (92%), and Strongyloides papillosus (90%). Mini-FLOTAC showed moderate sensitivity (63–79%), while McMaster had the lowest value (30–76%). For Moniezia spp., sensitivity was similar for OvaCyte Plus and Mini-FLOTAC (79%), but lower for McMaster (59%). Specificity was high across all techniques (92–100%). Differences in performance were attributed to varying multiplication factors: OvaCyte Plus (3 EPG), Mini-FLOTAC (7.5 EPG), and McMaster (50 EPG). Strong correlations were observed between OvaCyte Plus and manual techniques for strongyle egg counts. OvaCyte Premium exhibited the highest sensitivity across all parasites. OvaCyte Plus and Premium demonstrated performance comparable to or exceeding traditional techniques for the detection of gastrointestinal parasites in ruminants.

## Linked entities

- **Species:** Trichostrongylidae (taxon 6315), Haemonchus contortus (taxon 6289), Eimeria weybridgensis (taxon 157168), Eimeria crandallis (taxon 42768), Eimeria ovinoidalis (taxon 42767), Strongyloides papillosus (taxon 174720)

## Full-text entities

- **Genes:** MMUT (methylmalonyl-CoA mutase) [NCBI Gene 280871] {aka MUT}
- **Diseases:** weight loss (MESH:D015431), GI parasites (MESH:D005767), coccidia infections (MESH:D007239), malnutrition (MESH:D044342), death (MESH:D003643), S. papillosus (MESH:D018455), Parasitic diseases (MESH:D010272), anaemia (MESH:D000743), coccidia type B (MESH:D006509), gastrointestinal (GI) helminth and protozoan infections (MESH:D011528), Sp (MESH:D000080888), diarrhoea (MESH:D003967), GI nematode infection (MESH:D009349)
- **Chemicals:** EPG (-), formalin (MESH:D005557), sodium acetate (MESH:D019346), FITC (MESH:D016650), NaCl (MESH:D012965), acetic acid (MESH:D019342), water (MESH:D014867)
- **Species:** Homo sapiens (human, species) [taxon 9606], Eimeria ovinoidalis (species) [taxon 42767], Cooperia oncophora (species) [taxon 27828], Haemonchus contortus (barber pole worm, species) [taxon 6289], Teladorsagia circumcincta (species) [taxon 45464], Eimeria weybridgensis (species) [taxon 157168], Trichostrongylus (genus) [taxon 6318], Strongyloides papillosus (species) [taxon 174720], Equus caballus (domestic horse, species) [taxon 9796], Bos taurus (bovine, species) [taxon 9913], Eimeria crandallis (species) [taxon 42768], Coccidia (subclass) [taxon 5796], Nematodirus battus (species) [taxon 28839], Trichostrongylidae (family) [taxon 6315], Arachis hypogaea (goober, species) [taxon 3818], Sus scrofa (pig, species) [taxon 9823], Cystoisospora (genus) [taxon 242060], Strongyloides (genus) [taxon 6247], Ovis aries (domestic sheep, species) [taxon 9940], Eimeria (genus) [taxon 5800]

## Full text

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## Figures

20 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12934211/full.md

## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12934211/full.md

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Source: https://tomesphere.com/paper/PMC12934211