title: Simulation modeling to evaluate the persistence of Mycobacterium avium subsp. paratuberculosis (MAP) on commercial dairy farms in the United States.
abstract: We developed a series of deterministic mathematical models of Mycobacterium avium subsp. paratuberculosis (MAP) transmission on commercial US dairies. Our models build upon and modify models and assumptions in previous work to better reflect the pathobiology of the disease. Parameter values were obtained from literature for animal turnover in US dairy herds and rates of transition between disease states. The models developed were used to test three hypotheses. (1) Infectious transmission following intervention is relatively insensitive to the presence of high-shedding animals. (2) Vertical and pseudo-vertical transmission increases prevalence of disease but is insufficient to explain persistence following intervention. (3) Transiently shedding young animals might aid persistence. Our simulations indicated that multiple levels of contagiousness among infected adult animals in combination with vertical transmission and MAP shedding in infected young animals explained the maintenance of low-prevalence infections in herds. High relative contagiousness of high-shedding adult animals resulted in these animals serving as the predominant contributor to transmission. This caused elimination of infection in herds using the test-and-cull intervention tested in these simulations. Addition of vertical transmission caused persistence of infection in a moderately complicated model. In the most complex model that allowed age-based contacts, calf-to-calf transmission was required for persistence.
authors.affiliation: Department of Population Medicine and Diagnostic Sciences, S3119 Schurman Hall, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA. rmm37@cornell.edu
authors.forename: R M
authors.initials: RM
authors.lastname: Mitchell
authors.forename: R H
authors.initials: RH
authors.lastname: Whitlock
authors.forename: S M
authors.initials: SM
authors.lastname: Stehman
authors.forename: A
authors.initials: A
authors.lastname: Benedictus
authors.forename: P P
authors.initials: PP
authors.lastname: Chapagain
authors.forename: Y T
authors.initials: YT
authors.lastname: Grohn
authors.forename: Y H
authors.initials: YH
authors.lastname: Schukken
mesh_terms: D000818:Animals; D000831:Animals, Newborn; D002417:Cattle; D002418:Cattle Diseases / Q000453:epidemiology* / Q000382:microbiology / Q000635:transmission; D003198:Computer Simulation; D018562:Disease Transmission, Infectious / Q000662:veterinary; D005243:Feces / Q000382:microbiology; D005260:Female; D018445:Infectious Disease Transmission, Vertical / Q000662:veterinary*; D008433:Mathematics; D008954:Models, Biological; D016927:Mycobacterium avium subsp. paratuberculosis / Q000472:pathogenicity*; D010283:Paratuberculosis / Q000453:epidemiology* / Q000382:microbiology / Q000635:transmission; D011247:Pregnancy; D015995:Prevalence; D014481:United States / Q000453:epidemiology