Serological diagnosis of bovine neosporosis: a Bayesian evaluation of two antibody ELISA tests for in vivo diagnosis in purchased and abortion cattle

Vet Rec. 2015 Jun 6;176(23):598. doi: 10.1136/vr.102872. Epub 2015 Apr 10.

Abstract

Currently, there are no perfect reference tests for the in vivo detection of Neospora caninum infection. Two commercial N caninum ELISA tests are currently used in Belgium for bovine sera (TEST A and TEST B). The goal of this study is to evaluate these tests used at their current cut-offs, with a no gold standard approach, for the test purpose of (1) demonstration of freedom of infection at purchase and (2) diagnosis in aborting cattle. Sera of two study populations, Abortion population (n=196) and Purchase population (n=514), were selected and tested with both ELISA's. Test results were entered in a Bayesian model with informative priors on population prevalences only (Scenario 1). As sensitivity analysis, two more models were used: one with informative priors on test diagnostic accuracy (Scenario 2) and one with all priors uninformative (Scenario 3). The accuracy parameters were estimated from the first model: diagnostic sensitivity (Test A: 93.54 per cent-Test B: 86.99 per cent) and specificity (Test A: 90.22 per cent-Test B: 90.15 per cent) were high and comparable (Bayesian P values >0.05). Based on predictive values in the two study populations, both tests were fit for purpose, despite an expected false negative fraction of ±0.5 per cent in the Purchase population and ±5 per cent in the Abortion population. In addition, a false positive fraction of ±3 per cent in the overall Purchase population and ±4 per cent in the overall Abortion population was found.

Keywords: Diagnostics; ELISA; Epidemiology; Modelling; Neospora; Statistics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Abortion, Veterinary
  • Animals
  • Antibodies, Protozoan / blood*
  • Bayes Theorem
  • Belgium / epidemiology
  • Cattle
  • Cattle Diseases / diagnosis*
  • Coccidiosis / diagnosis
  • Coccidiosis / veterinary*
  • Commerce
  • Enzyme-Linked Immunosorbent Assay / veterinary
  • Female
  • Neospora / isolation & purification*
  • Pregnancy
  • Seroepidemiologic Studies

Substances

  • Antibodies, Protozoan