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Published on: February 1, 2014
Growth kinetics of Escherichia coli O157:H7 in mechanically-tenderized beef
1Food Safety Intervention Technologies Research Unit, Eastern Regional Research Center, USDA Agricultural Research Service, 600 E. Mermaid Lane, Wyndmoor, PA 19038, USA. lihan.huang@ars.usda.gov
Abstract:
A kinetic study was conducted to investigate the growth of Escherichia coli O157:H7 in mechanically-tenderized beef meat (MTBM) inoculated and internalized with a cocktail of 5 rifampicin-resistant (Rif(r)) or 3 arbitrarily selected wild-type strains of the bacteria. The storage was conducted at 5, 10, 15, 20, 25, and 37 degrees C. No growth was observed at 5 degrees C and the growth was minimal at 10 degrees C. Above 15 degrees C, a sigmoid trend was observed for all growth curves. Three primary growth models (modified Gompertz, Huang, and Baranyi) were used to fit the growth curves. A new Belehdradek-type secondary model was found more suitable than the traditional Ratkowsky model for describing the temperature dependence of growth rate. The statistical analysis suggested that both bacterial strains and primary growth model affect the determination of growth rates (at alpha=0.05), with Rif(r) strains growing 10-20% slower than the wild-type strains. While there was no significant difference between the growth rates estimated by the modified Gompertz and Baranyi models, and between those of Huang and Baranyi models, the rates estimated from the Gompertz model were significantly higher than those estimated from the Huang model. The temperature dependence of growth rate of E. coli O157:H7 in MTBM was described by both a new Belehdradek-type rate model and the Ratkowsky square-root model. While the theoretical minimum growth temperatures determined by the Ratkowsky square-root model ranged from 1.5 to 4.7 degrees C, more realistic values, varying from 6.64 to 8.76 degrees C, were estimated by the new rate model. For the Baranyi model, the average h(0) value was 2.06+/-0.74 and 2.15+/-1.14 for Rif(r) and wild-type strains of E. coli O157:H7, respectively. For the Huang and modified Gompertz models, the inverse of square-roots of lag phases was found proportional to temperature, making it possible to estimate the lag phase duration from the growth temperature. The results of this work can be used to assess the microbial safety of MTBM during refrigerated and temperature-abused storage conditions.
Insights
Investigating Escherichia coli O157:H7 growth in mechanically-tenderized beef meat (MTBM) revealed slower growth for rifampicin-resistant strains. A new Belehdradek-type model provided more realistic minimum growth temperatures than the Ratkowsky model.
Area of Science:
- Food Microbiology
- Food Safety
- Bacterial Growth Kinetics
Background:
- Escherichia coli O157:H7 is a significant foodborne pathogen.
- Mechanically-tenderized beef meat (MTBM) can harbor and support bacterial growth.
- Understanding bacterial growth dynamics in MTBM is crucial for food safety.
Purpose of the Study:
- To kinetically study the growth of Escherichia coli O157:H7 in MTBM across various temperatures.
- To compare the performance of primary growth models (modified Gompertz, Huang, Baranyi) and secondary models (Belehdradek-type, Ratkowsky) for predicting growth.
- To assess the impact of bacterial strain type (rifampicin-resistant vs. wild-type) on growth kinetics.
Main Methods:
- Inoculation of MTBM with rifampicin-resistant (Rif(r)) or wild-type E. coli O157:H7 strains.
- Incubation at temperatures ranging from 5 to 37 degrees C.
- Fitting growth data using modified Gompertz, Huang, and Baranyi primary models.
- Applying Belehdradek-type and Ratkowsky secondary models to describe temperature dependence.
Main Results:
- No E. coli O157:H7 growth at 5 degrees C; minimal growth at 10 degrees C.
- Sigmoid growth curves observed above 15 degrees C.
- Rif(r) strains exhibited 10-20% slower growth rates compared to wild-type strains.
- A new Belehdradek-type model yielded more realistic minimum growth temperatures (6.64–8.76 degrees C) than the Ratkowsky model (1.5–4.7 degrees C).
- Modified Gompertz and Baranyi models showed no significant difference in growth rate estimation, while Gompertz rates were higher than Huang model rates.
Conclusions:
- Bacterial strain and growth model significantly influence growth rate determination in MTBM.
- The Belehdradek-type model is more suitable for predicting the temperature dependence of E. coli O157:H7 growth rate in MTBM.
- Findings aid in assessing the microbial safety of MTBM under different storage conditions, including temperature abuse.
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