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两种单核细胞增生李斯特菌菌株(持续性和非持续性)生长的建模:温度的影响

Modelling growth of two monocytogenes strains, persistent and non-persistent: Effect of temperature.

作者信息

Valík Ľubomír, Minarovičová Jana, Kaclíková Eva, Véghová Adriana, Kuchta Tomáš

机构信息

Department of Nutrition and Food Quality Assessment, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37, Bratislava, Slovakia.

Department of Microbiology, Molecular Biology and Biotechnology, Food Research Institute, National Agricultural and Food Centre, Priemyselná 4, 824 75, Bratislava, Slovakia.

出版信息

Heliyon. 2024 Dec 7;10(24):e40936. doi: 10.1016/j.heliyon.2024.e40936. eCollection 2024 Dec 30.

Abstract

Better growth is a phenotypic trait that can contribute to persistence of in food processing environments. To test the hypothesis objectively, persistent and non-persistent strains were selected and grown in different media to gain reliable quantitative growth characteristics. In this study, the effect of temperature in the range from 6 °C to 43 °C on the planktonic growth of genotypically and phenotypically different strains LM9611-19 (LM-P, persistent) and LM120/5 (LM-S, sporadic - potentially non-persistent) in Tryptone Soy Broth (TSB) and in semi-synthetic cheese medium (SCM) was investigated. Two steps of growth modelling were applied to primary growth data and growth parameters using Baranyi and cardinal temperature models (CM), respectively. No statistically significant differences were found between the growth rates of the strains within the temperature range of 6 °C-37 °C in both media. However, the average growth rates were significantly higher (p < 0.05) for LM-P than for LM-S at 40 °C and 43 °C in both media. Regardless of whether calculated on or basis, in TSB or SCM, for LM-P strain ranged from -1.2 to 0.7 °C with an average of 0.0 ± 0.9 °C (mean ± SD). Other averages of cardinal values were in TSB (a = 0.995; pH 7)  = 37.8 ± 2.0 °C,  = 43.6 ± 0.5 °C and  = 1.27 ± 0.2 h. In SCM (a = 0.970, pH 7), the averages of , , and were 38.0 ± 1.2 °C, 45.2 ± 2.9 °C and 0.92 ± 0.04 h, respectively. Generally, the parameters of the CM model for the growth rate of sporadic strain in cheese medium were lower than for the persistent strain. This includes also , which reflects lower experimental growth rates in the range from to . However, based on the results found in the suboptimal temperature range, it seems that the growth rate did not play an important role in the persistency characteristics. It should be noted that the study was accompanied not only by low errors in model parameters but also by acceptable external validation indices for values in SCM. To consider the ComBase Predictor data (n = 8), the bias factors ( ) of 1.08 and 1.05 and accuracy factor ( ) of 1.09 and 1.07 were calculated for the LM-P strain and LM-S strain, respectively. The approach used in this study revealed different growth responses in the range of temperatures higher than . It can be extended also for mild inactivation temperature range as similar differences in behaviour between persistent and non-persistent strains might also be expected.

摘要

更好的生长是一种表型特征,有助于在食品加工环境中持续存在。为了客观地验证这一假设,选择了持续性和非持续性菌株,并在不同培养基中培养,以获得可靠的定量生长特征。在本研究中,研究了6℃至43℃范围内的温度对胰蛋白胨大豆肉汤(TSB)和半合成奶酪培养基(SCM)中基因型和表型不同的菌株LM9611 - 19(LM - P,持续性)和LM120/5(LM - S,散发性 - 潜在非持续性)浮游生长的影响。分别使用Baranyi模型和基数温度模型(CM)对初级生长数据和生长参数应用了两个生长建模步骤。在两种培养基中,6℃至37℃温度范围内菌株的生长速率之间未发现统计学上的显著差异。然而,在两种培养基中,40℃和43℃时,LM - P的平均生长速率显著高于LM - S(p < 0.05)。无论以对数或线性为基础计算,在TSB或SCM中,LM - P菌株的基数温度范围为 - 1.2至0.7℃,平均为0.0±0.9℃(平均值±标准差)。TSB中其他基数平均值(a = 0.995;pH 7)为:最适生长温度(Topt) = 37.8±2.0℃,最高生长温度(Tmax) = 43.6±0.5℃,生长速率常数(μmax) = 1.27±0.2 h。在SCM中(a = 0.970,pH 7),Topt、Tmax和μmax的平均值分别为38.0±1.2℃、45.2±2.9℃和0.92±0.04 h。一般来说,奶酪培养基中散发性菌株生长速率的CM模型参数低于持续性菌株。这也包括反映从Topt到Tmax范围内较低实验生长速率的μmax。然而,基于在次优温度范围内发现的结果,似乎生长速率在持续性特征中并未发挥重要作用。应该注意的是,该研究不仅伴随着模型参数的低误差,而且SCM中log10(CFU)值的外部验证指标也可接受。为了考虑ComBase Predictor数据(n = 8),分别为LM - P菌株和LM - S菌株计算了偏差因子(Bf)1.08和1.05以及准确度因子(Af)1.09和1.07。本研究中使用的方法揭示了高于最适温度范围的不同生长反应。它也可以扩展到温和的失活温度范围,因为持续性和非持续性菌株之间可能也预期有类似的行为差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8de4/11699068/3fbe310eaddf/gr1.jpg

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