Modeling Paratuberculosis Transmission in a Small Dairy Herd Typical of Slovenia Suggests That Different Models Should Be Used to Study Disease Spread in Herds of Different Sizes.

Tanja Knific, Andrej Kirbiš, Jörn M Gethmann, Jasna Prezelj, Branko Krt, Matjaž Ocepek
Author Information
  1. Tanja Knific: Institute of Food Safety, Feed and Environment, Veterinary Faculty, University of Ljubljana, Gerbičeva ulica 60, 1000 Ljubljana, Slovenia. ORCID
  2. Andrej Kirbiš: Institute of Food Safety, Feed and Environment, Veterinary Faculty, University of Ljubljana, Gerbičeva ulica 60, 1000 Ljubljana, Slovenia.
  3. Jörn M Gethmann: Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Epidemiology, Südufer 10, 17493 Greifswald-Insel Riems, Germany. ORCID
  4. Jasna Prezelj: Department of Mathematics, Faculty of Mathematics and Physics, University of Ljubljana, Jadranska ulica 19, 1000 Ljubljana, Slovenia. ORCID
  5. Branko Krt: Institute of Microbiology and Parasitology, Veterinary Faculty, University of Ljubljana, Gerbičeva ulica 60, 1000 Ljubljana, Slovenia.
  6. Matjaž Ocepek: Institute of Microbiology and Parasitology, Veterinary Faculty, University of Ljubljana, Gerbičeva ulica 60, 1000 Ljubljana, Slovenia.

Abstract

This study aimed to investigate the possible dynamics of paratuberculosis or Johne's disease in a typical Slovenian dairy herd of about 17 cows. Paratuberculosis is a worldwide endemic disease of cattle caused by subsp. (MAP) and is associated with significant economic losses. We developed a stochastic compartmental model with two pathways of disease progression, infections of adult cows and infections of young animals through horizontal and vertical transmission, and transmission through animal movements. The average proportions of subclinically and clinically infected cows were 4% and 0.47%, respectively. The prevalence within the herd, which included latently infected animals, averaged 7.13% and ranged from 0% to 70.59%. Under the given circumstances, the results showed a relatively high rate of spontaneous elimination (0.22 per herd per year) of the disease and a high rate of reinfection (0.18 per herd per year) facilitated by active animal trade. To our knowledge, this stochastic compartmental model is the first to be developed specifically to represent a small dairy herd and could apply to other countries with a similar structure of dairy farms. The results suggest that different models should be used to study MAP spread in herds of various sizes.

Keywords

References

  1. J Dairy Sci. 2008 Dec;91(12):4610-5 [PMID: 19038936]
  2. Front Vet Sci. 2020 Jan 14;6:454 [PMID: 31993442]
  3. Prev Vet Med. 1999 Jun 11;40(3-4):179-92 [PMID: 10423773]
  4. Prev Vet Med. 2008 Mar 17;83(3-4):215-27 [PMID: 17868937]
  5. PLoS Comput Biol. 2019 Sep 13;15(9):e1007342 [PMID: 31518349]
  6. Prev Vet Med. 2015 Dec 1;122(3):298-305 [PMID: 26520176]
  7. Vet Res. 2011 Feb 15;42:36 [PMID: 21324117]
  8. Vet Res. 2015 Jun 19;46:69 [PMID: 26091672]
  9. Vet Clin North Am Food Anim Pract. 2018 Mar;34(1):209-222 [PMID: 29275033]
  10. Vet Res. 2015 Jun 19;46:68 [PMID: 26091904]
  11. Vet Res. 2015 Sep 25;46:111 [PMID: 26407894]
  12. Am J Vet Res. 2013 Oct;74(10):1304-10 [PMID: 24066914]
  13. EFSA J. 2017 Jul 28;15(7):e04960 [PMID: 32625604]
  14. Vet Rec. 2005 Jun 25;156(26):825-31 [PMID: 15980134]
  15. Prev Vet Med. 2011 Jun 15;100(2):116-25 [PMID: 21549436]
  16. Vet Res. 2015 Jun 19;46:65 [PMID: 26092492]
  17. Sci Rep. 2017 Sep 19;7(1):11845 [PMID: 28928423]
  18. PLoS One. 2021 May 13;16(5):e0246983 [PMID: 33983941]
  19. J Dairy Sci. 2016 Feb;99(2):1449-1460 [PMID: 26686704]
  20. Prev Vet Med. 2015 Feb 1;118(2-3):215-25 [PMID: 25583453]
  21. Vet Res. 2015 Jun 19;46:66 [PMID: 26092571]
  22. BMC Vet Res. 2019 Jun 13;15(1):198 [PMID: 31196162]
  23. Vet Clin North Am Food Anim Pract. 1996 Jul;12(2):305-12 [PMID: 8828107]
  24. N Z Vet J. 2011 Nov;59(6):293-8 [PMID: 22040334]
  25. Vet Clin North Am Food Anim Pract. 1996 Jul;12(2):345-56 [PMID: 8828109]
  26. Appl Environ Microbiol. 1996 Feb;62(2):631-6 [PMID: 8593064]
  27. J Dairy Sci. 2010 Aug;93(8):3513-24 [PMID: 20655419]
  28. BMC Vet Res. 2012 May 02;8:49 [PMID: 22551054]
  29. Prev Vet Med. 2017 Mar 1;138:17-27 [PMID: 28237232]
  30. Front Vet Sci. 2022 Jan 12;8:835395 [PMID: 35097058]
  31. Prev Vet Med. 2002 Sep 30;55(2):137-53 [PMID: 12350317]
  32. Prev Vet Med. 2009 Jan 1;88(1):1-14 [PMID: 18817995]
  33. Gut. 2001 Dec;49(6):755-6 [PMID: 11709506]
  34. Appl Environ Microbiol. 2005 Nov;71(11):6963-7 [PMID: 16269731]

Grants

  1. Young Researcher grant and Research Program P4-0092/Slovenian Research Agency

Word Cloud

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