Assessing the potential impact of Salmonella vaccines in an endemically infected dairy herd

Zhao Lu*, Yrjo T. Grohn, Rebecca L. Smith, David R. Wolfgang, Jo Ann S. Van Kessel, Ynte H. Schukken

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Salmonella spp. in cattle contribute to bacterial foodborne disease for humans. Reduction of Salmonella prevalence in herds is important to prevent human Salmonella infections. Typical control measures are culling of infectious animals, vaccination, and improved hygiene management. Vaccines have been developed for controlling Salmonella transmission in dairy herds; however, these vaccines are imperfect and a variety of vaccine effects on susceptibility, infectiousness, Salmonella shedding level, and duration of infectious period were reported. To assess the potential impact of imperfect Salmonella vaccines on prevalence over time and the eradication criterion, we developed a deterministic compartmental model with both replacement (cohort) and lifetime (continuous) vaccination strategies, and applied it to a Salmonella Cerro infection in a dairy farm. To understand the uncertainty of prevalence and identify key model parameters, global parameter uncertainty and sensitivity analyses were performed. The results show that imperfect Salmonella vaccines reduce the prevalence of Salmonella Cerro. Among three vaccine effects that were being considered, decreasing the length of the infectious period is most effective in reducing the endemic prevalence. Analyses of contour lines of prevalence or the critical reproduction ratio illustrate that, reducing prevalence to a certain level or zero can be achieved by choosing vaccines that have either a single vaccine effect at relatively high effectiveness, or two or more vaccine effects at relatively low effectiveness. Parameter sensitivity analysis suggests that effective control measures through applying Salmonella vaccines should be adjusted at different stages of infection. In addition, lifetime (continuous) vaccination is more effective than replacement (cohort) vaccination. The potential application of the developed vaccination model to other Salmonella serotypes related to foodborne diseases was also discussed. The presented study may be used as a tool for guiding the development of Salmonella vaccines.

Original languageEnglish
Pages (from-to)770-784
Number of pages15
JournalJournal of Theoretical Biology
Volume259
Issue number4
DOIs
Publication statusPublished - 21 Aug 2009

Funding

This work was supported by USDA-ARS under the Regional Dairy Quality Management Alliance (RDQMA) Specific Cooperative Agreement and the Food Safety Research and Response Networks through a grant from the USDA-CSREES. We thank Cristina Lanzas and Abani Pradhan for helpful discussions. Appendix A

Keywords

  • Epidemiological modeling
  • Imperfect vaccines
  • Parameter sensitivity analysis
  • Salmonella

Fingerprint

Dive into the research topics of 'Assessing the potential impact of Salmonella vaccines in an endemically infected dairy herd'. Together they form a unique fingerprint.

Cite this