首页> 外文会议>Πανελληνιο Συνεδριο ΤροΦιμων >APPLICATION OF MULTIVARIATE STATISTICAL ANALYSIS TO EVALUATE THE MICROBIOLOGICAL QUALITY AND HYGIENE OF MINCED PORK MEAT SAMPLED AT THE POINT OF SALE
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APPLICATION OF MULTIVARIATE STATISTICAL ANALYSIS TO EVALUATE THE MICROBIOLOGICAL QUALITY AND HYGIENE OF MINCED PORK MEAT SAMPLED AT THE POINT OF SALE

机译:多元统计分析在销售点采样切碎猪肉的微生物质量和卫生性中的应用

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The objective of the present work was to investigate and establish the microbial association of minced pork meat. Minced pork samples (n=150) obtained from butcher's shops (n=127) and supermarkets (n=23), during summer (May to September, n=75) and winter (November to March, n=75), were subjected to microbiological and physicochemical (pH) analysis. The microbiological parameters tested were: Total viable counts (TVC), Pseudomonas spp., Brochothrix thermosphacta, lactic acid bacteria (LAB), yeasts and moulds, Enterobacteriaceae, total coliforms/EschericMa coli, hydrogen sulfide (H_2S)-producing bacteria, Staphylococcus spp./St. aureus and Listeria spp. Statistical analysis of data was performed using the @Risk 4.5 and SPSS V15.0 software programs. Distributions, principal component analysis (PCA), correlations and analysis of covariance (ANCOVA) were employed to associate meat quality and hygiene with microbiological parameters. The 87, 30, 79, 20 and 36% of samples were found positive to (mean and 95% confidence interval in log CFU/g): total coliforms (2.9, 0.8-0.5), E. coli (1.4,1.1-2.8), Staphylococcus spp. (4.3, 2.3-6.2), St. aureus (2.4, 0.6-4.2) and Listeria spp. (1.4, 0.3-2.6), respectively. The distribution of the rest microbial flora was also demonstrated: TVC (6.8, 4.9-8.7), Pseudomonas spp. (6.4, 4.1-8.8), Br. thermosphacta (5.9, 3.8-8.0), Enterobacteriaceae (3.6,1.4-5.9), yeasts and moulds (4.6, 3.3-5.9), LAB (5.3, 3.4-7.3) and H_2S-producing bacteria (4.3,1.6-6.9). Mean value for pH was 5.9 (5.5-6.3). The highest correlations existed between TVC and pseudomonads, Br. thermosphacta and H_2S-producing bacteria, whereas the lowest between total coliforms and all the microbiological parameters examined (except of enterobacteria). Three components, accounted for 80% of total variance, were selected during the application of PCA. The first component was related to potential spoilage flora (TVC, pseudomonads, Br. thermosphacta, yeasts and moulds, H_2S-producing bacteria and LAB), the second to microbiological indicators of hygienic conditions (enterobacteria and total coliforms) and the third component to an indicator of human contamination (Staphylococcus spp.). Based on PCA, meat quality was mapped on a graph. ANCOVA showed no significant (p>0.05) effects of the type of retail shop sampled and the season at which the samples were analyzed.
机译:本作工作的目的是调查和建立碎猪肉的微生物协会。从屠夫商店(n = 127)获得的碎猪肉样本(n = 150)和超市(n = 23),夏季(5月至9月,n = 75)和冬季(11月到3月,n = 75),受到了遭受微生物和物理化学(pH)分析。测试的微生物参数是:总活计数(TVC),假单胞菌SPP,博茶素胶质磷酸盐磷酸盐菌,乳酸菌(实验室),酵母和霉菌,肠杆菌,总大肠杆菌/大肠杆菌Coli,硫化氢(H_2S) - 发霉的细菌,葡萄球菌SPP 。/英石。金黄色葡萄球菌和histeria spp。使用@RISK 4.5和SPSS V15.0软件程序进行数据统计分析。分布,主要成分分析(PCA),相关性和协方差的分析(ANCOVA)被用来将肉质和卫生与微生物参数联系起来。将87,30,79,20和36%的样品发现阳性(平均值和Log CFU / g中的95%置信区间):总大肠杆菌(2.9,0.8-0.5),大肠杆菌(1.4,1.1-2.8 ),葡萄球菌SPP。 (4.3,2.3-6.2),圣金黄色葡萄球菌(2.4,0.6-4.2)和histeria spp。 (1.4,0.3-2.6)分别。还证明了其余微生物菌群的分布:TVC(6.8,4.9-8.7),假单胞菌SPP。 (6.4,4.1-8.8),BR。 Thermosphacta(5.9,3.8-8.0),肠杆菌菌(3.6,1.4-5.9),酵母和霉菌(4.6,3.3-5.9),实验室(5.3,3.4-7.3)和生产的细菌(4.3,1.6-6.9)。 pH的平均值为5.9(5.5-6.3)。 TVC和Pseudomonads之间存在的最高相关性。热亚磷酸盐和生产的细菌,而总大肠菌体之间的最低最低和检查的所有微生物参数(除肠细菌外)。在PCA的应用期间选择了三个组件,占总方差的80%。第一组分与潜在的腐败菌群(TVC,假鼠,BR。热亚磷酸盐,酵母和霉菌,H_2S产生的细菌和实验室),第二个至微生物病症的卫生条件(肠杆菌和总大肠各有大肠)和第三组分人体污染指标(葡萄球菌SPP。)。基于PCA,肉质映射在图表上。 ANCOVA显示出零售商店的类型和分析样品的季节没有显着(p> 0.05)效果。

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