title: Predictive models for growth of Salmonella typhimurium DT104 from low and high initial density on ground chicken with a natural microflora.
abstract: A single strain (ATCC 700408) of Salmonella typhimurium DT104 was used to investigate and model growth from a low (1.12 log10 mpn g(-1)) and high (3.7 log10 cfu g(-1)) initial density on ground chicken with a natural microflora. Kinetic data for growth of the pathogen on ground chicken were fit to a primary model to determine lag time (lambda), maximum specific growth rate (mu) and maximum population density (Nmax). Secondary models for lambda, mu and Nmax, as a function of temperature (10-40 degrees C), were developed and compared among initial densities. Variation of pathogen growth among replicates (n=4 or 5) was higher at 10-18 degrees C than at 22-40 degrees C and was higher for Nmax than lambda and mu. Prediction problems were observed when secondary models developed with one initial density were used to predict lambda, mu and Nmax from the other initial density, especially at 10-18 degrees C and for Nmax. These results indicated that variation of growth among replicate challenge studies and initial density are important factors to consider when developing predictive models for growth of S. typhimurium DT104 on ground chicken with a natural microflora.
authors.affiliation: Microbial Food Safety Research Unit, Agricultural Research Service, USDA, Room 2111, Center for Food Science and Technology, University of Maryland Eastern Shore, Princess Anne, MD 21853, USA. toscar@umes.edu
authors.forename: T P
authors.initials: TP
authors.lastname: Oscar
mesh_terms: D000818:Animals; D002645:Chickens; D015169:Colony Count, Microbial; D003257:Consumer Product Safety; D003470:Culture Media / Q000737:chemistry; D005506:Food Contamination / Q000032:analysis*; D005516:Food Microbiology; D006801:Humans; D007700:Kinetics; D008954:Models, Biological; D011202:Poultry Products / Q000382:microbiology*; D011237:Predictive Value of Tests; D012486:Salmonella typhimurium / Q000254:growth & development*; D012680:Sensitivity and Specificity; D013696:Temperature; D013997:Time Factors
chemical_list: D003470:Culture Media