Abstract
Johne's disease is caused by Mycobacterium avium subsp. paratuberculosis (MAP) infection and results in economic losses in the dairy industry. To control MAP transmission in herds, test-based culling has been recommended and immediate culling of high shedding animals is typically implemented. In this study, we quantified the effects of MAP control in US dairy herds, using the basic reproduction ratio R0. The effectiveness of culling strategies was evaluated for good and poor herd management (low- and high-transmission rates, respectively) by a phase diagram approach. To establish a quantitative relationship between culling rates and test properties, we defined the average detection times for low and high shedding animals. The effects of various culling strategies and test characteristics, such as test sensitivity, test turnaround time, and testing interval, were analyzed. To understand the overall effect of model parameters on R0, we performed global uncertainty and sensitivity analyses. We also evaluated the effectiveness of culling only high shedding animals by comparing three test methods (fecal culture, fecal polymerase chain reaction, PCR, and enzyme-linked immunosorbent assay, ELISA). Our study shows that, in the case of good herd management, culling of only high shedding animals may be effective in controlling MAP transmission. However, in the case of poor management, in addition to immediate culling of high shedding animals, culling of low shedding animals (based on the fecal culture test) will be necessary. Culling of low shedding animals may be delayed 6-12 months, however, if a shorter testing interval is applied. This study suggests that if farmers prefer culling only high shedding animals, faster MAP detection tests (such as the fecal PCR and ELISA) of higher sensitivity should be applied with high testing frequency, particularly on farms with poor management. Culling of infectious animals with a longer testing interval is generally not effective to control MAP.
Original language | English |
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Pages (from-to) | 135-146 |
Number of pages | 12 |
Journal | Journal of Theoretical Biology |
Volume | 254 |
Issue number | 1 |
DOIs | |
Publication status | Published - 7 Sept 2008 |
Funding
This work was supported by USDA-CSREES/2004-35605-14243, Johne's Disease Integrated Program in Research, Education and Extension, and by USDA-ARS under the Regional Dairy Quality Management Alliance (RDQMA) Specific Cooperative Agreement. We thank Robert H. Whitlock, Cristina Lanzas, Renata Ivanek, Abani Pradhan, and Patrick Ayscue for helpful discussions and suggestions. Appendix A
Keywords
- Basic reproduction ratio
- Culling
- Johne's disease
- Phase diagram
- Test sensitivity