Assessment and Validation of Predictive Growth Models for Locally Isolated Salmonella enterica and Listeria monocytogenes in Alfalfa Sprouts at Various Temperatures

被引:0
作者
Ndraha, Nodali [1 ]
Lin, Chia Hsuan [2 ]
Ping, Goh Ai [2 ]
Tran, Gia Dieu [2 ]
Su, Li-Ming [2 ]
Huang, Chien Li [2 ]
Chen, Cheng-Quan [2 ]
Tsai, Shwu-Jene [3 ]
Hsiao, Hsin-, I [2 ]
机构
[1] Natl Res & Innovat Agcy BRIN, Res Ctr Food Technol & Proc, Gunungkidul, Yogyakarta, Indonesia
[2] Natl Taiwan Ocean Univ, Dept Food Sci, Keelung, Taiwan
[3] Minist Agr, Taiwan Agr Res Inst, Agr Chem Div, Taichung, Taiwan
关键词
alfalfa sprout; food safety; Listeria monocytogenes; microbial predictive model; Salmonella enterica; ACIDIC ELECTROLYZED WATER; BABY SPINACH LEAVES; ICEBERG LETTUCE; RISK-ASSESSMENT; STORAGE; SPP; TYPHIMURIUM; VARIABILITY; PATHOGENS;
D O I
10.1111/jfs.13171
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
Sprouts are popular due to their high nutritional content, including vitamins, minerals, antioxidants, and enzymes. However, the conditions favorable for sprouting, such as warm and humid environments, are also ideal for the growth of bacteria, including food-borne pathogens. Here, we analyzed the growth and developed predictive models of locally isolated and commercial strains of Salmonella enterica and Listeria monocytogenes in alfalfa sprouts under various constant temperatures, ranging from 5 degrees C to 25 degrees C. Our findings indicated that these pathogens could grow at 5 degrees C in sprouts, albeit with a low growth rate. A rapid increase in concentration occurred at temperatures of 10 degrees C and above. The fitted models demonstrated high performance, with R-2 values ranging from 0.964 to 0.997 and RMSE values ranging from 0.15 to 0.51, respectively. Based on the fitted values, bias factor (A(f)) values varied between 1.01 and 1.06, with all accuracy factor (B-f) values at 1.00. Acceptable prediction zone (APZ) values ranged from 81.8% to 100%. Validation of the models under dynamic temperature conditions for specific strains showed acceptable performance. This study enhances our understanding of S. enterica and L. monocytogenes growth in alfalfa sprouts. The findings of this study could be used to improve the risk assessment of these pathogens in alfalfa sprouts.
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页数:12
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