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肉类代谢组学分析:猪肉卫生状况评估及与鼠伤寒沙门氏菌污染的关系。

Metabolic profiling of meat: assessment of pork hygiene and contamination with Salmonella typhimurium.

机构信息

School of Chemistry, Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, Manchester, M1 7DN, UK.

出版信息

Analyst. 2011 Feb 7;136(3):508-14. doi: 10.1039/c0an00394h. Epub 2010 Nov 29.

Abstract

Spoilage in meat is the result of the action of microorganisms and results in changes of meat and microbial metabolism. This process may include pathogenic food poisoning bacteria such as Salmonella typhimurium, and it is important that these are differentiated from the natural spoilage process caused by non-pathogenic microorganisms. In this study we investigated the application of metabolic profiling using gas chromatography-mass spectrometry, to assess the microbial contamination of pork. Metabolite profiles were generated from microorganisms, originating from the natural spoilage process and from the artificial contamination with S. typhimurium. In an initial experiment, we investigated changes in the metabolic profiles over a 72 hour time course at 25 °C and established time points indicative of the spoilage process. A further experiment was performed to provide in-depth analysis of the metabolites characteristic of contamination by S. typhimurium. We applied a three-way PARAllel FACtor analysis 2 (PARAFAC2) multivariate algorithm to model the metabolic profiles. In addition, two univariate statistical tests, two-sample Wilcoxon signed rank test and Friedman test, were employed to identify metabolites which showed significant difference between natural spoiled and S. typhimurium contaminated samples. Consistent results from the two independent experiments were obtained showing the discrimination of the metabolic profiles of the natural spoiled pork chops and those contaminated with S. typhimurium. The analysis identified 17 metabolites of significant interest (including various types of amino acid and fatty acid) in the discrimination of pork contaminated with the pathogenic microorganism.

摘要

肉品变质是微生物作用的结果,导致肉品发生变化和微生物代谢改变。这个过程可能包括食源性致病菌如鼠伤寒沙门氏菌,重要的是要将其与非致病性微生物引起的自然变质过程区分开来。在本研究中,我们使用气相色谱-质谱联用代谢组学研究了微生物污染猪肉的应用。从自然变质过程和鼠伤寒沙门氏菌人工污染中产生的微生物代谢产物谱。在初步实验中,我们在 25°C 下研究了 72 小时时间过程中代谢谱的变化,并确定了指示变质过程的时间点。进一步的实验提供了深入分析鼠伤寒沙门氏菌污染特征代谢物的方法。我们应用三向并行因子分析 2(PARAFAC2)多元算法对代谢谱进行建模。此外,还采用了两种单变量统计检验,两样本 Wilcoxon 符号秩检验和 Friedman 检验,以确定在自然变质和鼠伤寒沙门氏菌污染样品之间表现出显著差异的代谢物。两个独立实验得到的一致结果表明,自然变质猪肉片和受鼠伤寒沙门氏菌污染的猪肉片的代谢谱可以区分。分析确定了 17 种具有重要意义的代谢物(包括各种类型的氨基酸和脂肪酸),可用于区分受致病性微生物污染的猪肉。

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