Bayesian diagnostic test evaluation and true prevalence estimation of mycoplasma bovis in dairy herds

• Published in: Preventive veterinary medicine Vol. 216; p. 105946
• Main Authors: Veldhuis, Anouk, Aalberts, Marian, Penterman, Patty, Wever, Paul, van Schaik, Gerdien
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 01.07.2023
• Subjects: Animals; Bayes Theorem; Bayesian latent class model; Cattle; Cattle Diseases - diagnosis; Cattle Diseases - epidemiology; Dairy cattle; Diagnostic Tests, Routine; Diagnostics; Enzyme-Linked Immunosorbent Assay - methods; Enzyme-Linked Immunosorbent Assay - veterinary; Mycoplasma bovis; Prevalence; Bayesian latent class model; Prevalence; Diagnostics; Mycoplasma bovis; Dairy cattle
• ISSN: 0167-5877; 1873-1716
• DOI: 10.1016/j.prevetmed.2023.105946

The true prevalence of dairy cattle herds with M. bovis infections in the Netherlands is unknown. Previous attempts to estimate prevalences were hampered by the absence of a diagnostic serological test that was validated under field conditions. This study estimated sensitivity and specificity of two commercial serum ELISAs and the true M. bovis herd prevalence using different Bayesian latent class models. A total of 7305 serum samples from 415 randomly chosen dairy herds were collected in fall/winter 2019 and investigated for presence of antibodies against M. bovis using the BIO-K-260 ELISA from Bio-X. Serum samples from 100 of these herds were also tested with a second ELISA, from IDvet. A Bayesian latent class model using the paired test results estimated a sensitivity of 14.1% (95% Bayesian probability interval (BPI): 11.6–16.7%) for the Bio-X ELISA and a specificity of 97.2% (95% BPI: 95.9–98.4%). Sensitivity and specificity for the IDvet ELISA were estimated at 92.5% (95% BPI: 88.3–96.5%) and 99.3% (95% BPI: 98.7–99.8%), respectively. Also, Bio-X ELISA sensitivity was considerably higher with data from calves only and with data from a selection of herds with a clinical outbreak, whereas the IDvet ELISA sensitivity was fairly constant under these conditions. These differences in test sensitivity is expected to be related to an effect of time since infection. A second Bayesian model, applied on test results of all 415 herds, estimated a true herd prevalence of 69.9% (95% BPI: 62.7–77.6%), suggesting M. bovis in endemic amongst dairy cattle herds in the Netherlands. To what extent seropositive herds have experienced a clinical outbreak needs further investigation.