Bacterial killing assays in ecoimmunology require cross-validation by agreement statistics

Over the last 15 years, an optical density (OD-based) technique to quantify bacterial killing assays (BKAs) has been steadily gaining in popularity. This technique uses spectrophotometry to quantify bacterial growth, rather than the colony counts (CFUs) used previously, and reduces the time, resources, and variability inherent to the assay. However, we argue that the OD-based method relies on assumptions that are not true of all immune components, such as leukocytes, and that methods may not be interchangeable. We performed a targeted literature review focused on the methodology of BKAs across vertebrate taxa in ecoimmunology. We then compared the CFU and OD-based methods using leukocytes isolated from Mojave desert tortoises (Gopherus agassizii) and analyzed the quantification method and bactericidal ability using correlation and agreement statistics. Our results suggest poor agreement between techniques, and that immunological processes in cell-based BKAs are likely changing the optical properties of the cultures.

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Journal
Biology Open
Published
2026-04-15
DOI
https://doi.org/10.1242/bio.062411
Primary Topic
Aquaculture disease management and microbiota
Type
article
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0.00
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article

Bacterial killing assays in ecoimmunology require cross-validation by agreement statistics

Franziska C. Sandmeier, Mariah N. Painter, Maxwell Soell, Paige Stephens et al.
Biology Open
Aquaculture disease management and microbiota
article

Bacterial killing assays in ecoimmunology require cross-validation by agreement statistics

Franziska C. Sandmeier, Mariah N. Painter, Maxwell Soell, Paige Stephens, Courtney Davis, Rylee C. Conklin
article en

Abstract

Over the last 15 years, an optical density (OD-based) technique to quantify bacterial killing assays (BKAs) has been steadily gaining in popularity. This technique uses spectrophotometry to quantify bacterial growth, rather than the colony counts (CFUs) used previously, and reduces the time, resources, and variability inherent to the assay. However, we argue that the OD-based method relies on assumptions that are not true of all immune components, such as leukocytes, and that methods may not be interchangeable. We performed a targeted literature review focused on the methodology of BKAs across vertebrate taxa in ecoimmunology. We then compared the CFU and OD-based methods using leukocytes isolated from Mojave desert tortoises (Gopherus agassizii) and analyzed the quantification method and bactericidal ability using correlation and agreement statistics. Our results suggest poor agreement between techniques, and that immunological processes in cell-based BKAs are likely changing the optical properties of the cultures.

Biology OpenVol. 15(4)
Colorado State University Pueblo (US)
No poverty
Openalex Percentile: Top 7%
Aquaculture disease management and microbiota
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