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Evaluation of Salmonella Growth at Low Concentrations of NaNO2 and NaCl in Processed Meat Products Using Probabilistic Model

机译:用概率模型评估低浓度NaNO2和NaCl在加工肉制品中沙门氏菌的生长

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This study developed probabilistic models to predict Salmonella growth in processed meat products formulated with varying concentrations of NaC1 and NaNO2. A five-strain mixture of Salmonella was inoculated in nutrient broth supplemented with NaC1 (0%, 0.25%, 0.5%, 0.75%, 0.5%, 1.0%, 1.25%, and 1.75%) and NaNO2 (0, 15, 30, 45, 60, 75, 90, 105, and 120 ppm). The inoculated samples were then incubated under aerobic and anaerobic conditions at 4 degrees C, 7 degrees C, 10 degrees C, 12 degrees C, and 15 degrees C for up to 60 days. Growth (assigned the value of 1) or no growth (assigned the value of 0) for each combination was evaluated by turbidity. These growth response data were analyzed with a logistic regression to evaluate the effect of NaCl and NaNO2 on Salmonella growth. The results from the developed model were compared to the observed data obtained from the frankfurters to evaluate the performance of the model. Results from the developed model showed that a single application of NaNO2 at low concentrations did not inhibit Salmonella growth, whereas NaCl significantly (p0.05) inhibited Salmonella growth at 10 degrees C, 12 degrees C, and 15 degrees C, regardless of the presence of oxygen. At 4 degrees C and 7 degrees C, Salmonella growth was not observed in either aerobic or anaerobic conditions. When NaNO2 was combined with NaCl, the probability of Salmonella growth decreased. The validation value confirmed that the performance of the developed model was appropriate. This study indicates that the developed probabilistic models should be useful for describing the combinational effect of NaNO2 and NaC1 on inhibiting Salmonella growth in processed meat products.
机译:这项研究开发了概率模型,以预测用不同浓度的NaCl和NaNO2配制的加工肉制品中沙门氏菌的生长。将五株沙门氏菌混合物接种到补充了NaCl(0%,0.25%,0.5%,0.75%,0.5%,1.0%,1.25%和1.75%)和NaNO2(0、15、30, 45、60、75、90、105和120 ppm)。然后将接种的样品在需氧和厌氧条件下于4摄氏度,7摄氏度,10摄氏度,12摄氏度和15摄氏度下孵育最多60天。通过浊度评估每种组合的生长(分配为1的值)或无生长(分配为0的值)。这些生长反应数据进行了逻辑回归分析,以评估NaCl和NaNO2对沙门氏菌生长的影响。将开发模型的结果与从法兰克福香肠获得的观察数据进行比较,以评估模型的性能。来自已开发模型的结果表明,低浓度的NaNO2单一施用不会抑制沙门氏菌的生长,而无论存在与否,NaCl均显着(p <0.05)抑制沙门氏菌在10摄氏度,12摄氏度和15摄氏度下的生长。氧气。在4摄氏度和7摄氏度下,在有氧或厌氧条件下均未观察到沙门氏菌生长。当NaNO2与NaCl结合时,沙门氏菌生长的可能性降低。验证值确认开发的模型的性能合适。这项研究表明,建立的概率模型应有助于描述NaNO2和NaC1抑制肉制品加工中沙门氏菌生长的联合作用。

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