Cardinal models to describe the effect of temperature and pH on the growth of Anoxybacillus flavithermus & Bacillus licheniformis

被引:5
作者
Misiou, Ourania [1 ]
Ellouze, Mariem [2 ]
Koutsoumanis, Konstantinos [1 ]
机构
[1] Aristotle Univ Thessaloniki, Fac Agr, Dept Food Sci & Technol, Thessaloniki 54124, Greece
[2] Nestle Res, Food Safety Res Dept, POB 44, CH-1000 Lausanne 26, Switzerland
关键词
A noxybacillus flavithermus; Bacillus licheniformis; Cardinal model; Growth kinetics; Climate change; Plant -based milk alternatives; SPORE-FORMING BACTERIA; STRAIN VARIABILITY; STORAGE-TEMPERATURE; DAIRY; FOOD; IDENTIFICATION; SPOILAGE; KINETICS; VALIDATION; BIOFILMS;
D O I
10.1016/j.fm.2023.104230
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Anoxybacillus flavithermus and Bacillus licheniformis are among the predominant spore-formers of heat-processed foods. To our knowledge, no systematic analysis of growth kinetic data of A. flavithermus or B. licheniformis is currently available. In the present study, the growth kinetics of A. flavithermus and B. licheniformis in broth at various temperature and pH conditions were studied. Cardinal models were used to model the effect of the above-mentioned factors on the growth rates. The estimated values for the cardinal parameters Tmin, Topt, Tmax, pHmin and pH1/2 for A. flavithermus were 28.70 +/- 0.26, 61.23 +/- 0.16 and 71.52 +/- 0.32 degrees C, 5.52 +/- 0.01 and 5.73 +/- 0.01, respectively, while for B. licheniformis they were 11.68 +/- 0.03, 48.05 +/- 0.15, 57.14 +/- 0.01 degrees C, 4.71 +/- 0.01 and 5.670 +/- 0.08, respectively. The growth behaviour of these spoilers was also investigated in a pea beverage at 62 and 49 degrees C, respectively, to adjust the models to this product. The adjusted models were further validated at static and dynamic conditions and demonstrated good performance with 85.7 and 97.4% of predicted populations for A. flavithermus and B. licheniformis, respectively, being within the - 10%-10% relative error (RE) zone. The developed models can be useful tools in assessing the potential of spoilage of heat-processed foods including plant-based milk alternatives.
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页数:10
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共 61 条
  • [1] Modification of plant proteins for improved functionality: A review
    Akharume, Felix U.
    Aluko, Rotimi E.
    Adedeji, Akinbode A.
    [J]. COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY, 2021, 20 (01) : 198 - 224
  • [2] Incidence of Bacillus cereus, Bacillus sporothermodurans and Geobacillus stearothermophilus in ultra-high temperature milk and biofilm formation capacity of isolates
    Alonso, Vanessa Pereira Perez
    Morais, Jessica de Oliveira
    Kabuki, Dirce Yorika
    [J]. INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2021, 354
  • [3] Thermophilic spore-forming bacteria isolated from spoiled canned food and their heat resistance. Results of a French ten-year survey
    Andre, S.
    Zuber, F.
    Remize, F.
    [J]. INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2013, 165 (02) : 134 - 143
  • [4] Quantifying strain variability in modeling growth of Listeria monocytogenes
    Aryani, D. C.
    den Besten, H. M. W.
    Hazeleger, W. C.
    Zwietering, M. H.
    [J]. INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2015, 208 : 19 - 29
  • [5] A DYNAMIC APPROACH TO PREDICTING BACTERIAL-GROWTH IN FOOD
    BARANYI, J
    ROBERTS, TA
    [J]. INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 1994, 23 (3-4) : 277 - 294
  • [6] Baranyi J., 2004, Modeling microbial responses in food, P285
  • [7] MATHEMATICS OF PREDICTIVE FOOD MICROBIOLOGY
    BARANYI, J
    ROBERTS, TA
    [J]. INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 1995, 26 (02) : 199 - 218
  • [8] A 100-Year Review: Microbiology and safety of milk handling
    Boor, Kathryn J.
    Wiedmann, Martin
    Murphy, Sarah
    Alcaine, Sam
    [J]. JOURNAL OF DAIRY SCIENCE, 2017, 100 (12) : 9933 - 9951
  • [9] The formation of spores in biofilms of Anoxybacillus flavithermus
    Burgess, S. A.
    Brooks, J. D.
    Rakonjac, J.
    Walker, K. M.
    Flint, S. H.
    [J]. JOURNAL OF APPLIED MICROBIOLOGY, 2009, 107 (03) : 1012 - 1018
  • [10] Burgess SA, 2014, METHODS MOL BIOL, V1147, P367, DOI 10.1007/978-1-4939-0467-9_25