# Understanding the direct and indirect impacts of disease response phenotypes on chicken coccidiosis epidemiology: A modelling approach

**Authors:** Marie Ithurbide, Marie-Hélène Pinard van der Laan, Yuqi Gao, Andries D. Hulst, Mart C.M. De Jong, Andrea Doeschl-Wilson, Shawky Aboelhadid, Sanaullah Sajid, Sanaullah Sajid, Sanaullah Sajid

PMC · DOI: 10.1371/journal.pone.0343712 · 2026-03-05

## TL;DR

This paper uses a model to study how different traits in chickens affect coccidiosis spread and farm profitability, suggesting strategies to manage the disease.

## Contribution

The paper introduces an epidemiological model to assess the direct and indirect impacts of five traits on coccidiosis management in poultry.

## Key findings

- Increasing recoverability and tolerance improves flock health and productivity through direct and indirect effects.
- Reducing infectivity most effectively lowers the infectious load in the environment and enhances flock protection.
- The model can guide disease control strategies to enhance coccidiosis management in poultry.

## Abstract

Coccidiosis, a widespread disease in poultry caused by protozoan parasites of the genus Eimeria, leads to significant economic losses. The increasing resistance of Eimeria species to anti-parasitics, combined with the high cost of vaccines, underscores the need for alternative intervention strategies against coccidiosis. This article explores the relative impact of several traits on the health of the group, accounting for the population dynamics of the infection. We focus on five traits that can potentially be influenced by genetic selection, treatment, vaccination or nutrition: (1) susceptibility, (2) recoverability, (3) infectivity, (4) tolerance, and (5) compensatory growth occurring after the infection ends. We propose an epidemiological model of coccidiosis based on literature review concerning chicken coccidiosis epidemiology and parameter estimations based on published data. Using this model, we investigate the direct and indirect impacts of each individual trait on the health and productivity of the flock. This approach aims at understanding the relative role of these individual traits on population level disease resistance and economical profitability of farms undergoing coccidiosis epidemics. The results showed increasing recoverability and tolerance were particularly beneficial for the health and productivity of the flock, both through direct and indirect effects whilst reducing infectivity has the highest beneficial effect on reducing the infectious load in the environment and on flock level protection. This approach has the potential to guide disease control strategies aimed at enhancing coccidiosis management within the poultry industry.

## Linked entities

- **Diseases:** coccidiosis (MONDO:0005707)

## Full-text entities

- **Diseases:** damage (MESH:D020263), body mass reduction (MESH:C536030), hemorrhagic cecal lesions (MESH:D002429), chronic (MESH:D002908), infectious (MESH:D003141), acute blood loss (MESH:D000208), Marek's disease (MESH:D008380), intestinal damage (MESH:D007410), parasitic disease (MESH:D010272), tuberculosis (MESH:D014376), bacterial infections (MESH:D001424), weight gain (MESH:D015430), hemorrhagic (MESH:D006470), Weight loss (MESH:D015431), blood loss (MESH:D016063), Eimeria infection (MESH:D007239), ROUND (MESH:D018208), meat loss (MESH:C000655084), death (MESH:D003643), chronic malnutrition (MESH:D044342), infectious bursal disease virus infections (MESH:D014777), growth depression (MESH:D006130), anemia (MESH:D000740), host disease (MESH:D004194), Coccidiosis (MESH:D003048)
- **Chemicals:** cannabinoids (MESH:D002186), N (MESH:D009584), Anticoccidial medications (-)
- **Species:** Eimeria tenella (species) [taxon 5802], Gallus gallus (bantam, species) [taxon 9031], Eimeria (genus) [taxon 5800], Eimeria maxima (species) [taxon 5804], Bos taurus (bovine, species) [taxon 9913], Mycoplasma (genus) [taxon 2093], Salmo salar (Atlantic salmon, species) [taxon 8030], Eimeria sp. (species) [taxon 1729940], Homo sapiens (human, species) [taxon 9606], Eimeria acervulina (species) [taxon 5801], Infectious bursal disease virus (Gumboro virus, no rank) [taxon 10995], Lacticaseibacillus casei (species) [taxon 1582]

## Figures

50 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12962546/full.md

---
Source: https://tomesphere.com/paper/PMC12962546