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Amplicon sequencing for the quantification of spoilage microbiota in complex foods including bacterial spores

机译:扩增子测序可定量分析包括细菌孢子在内的复杂食品中的腐败菌

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Background Spoilage of food products is frequently caused by bacterial spores and lactic acid bacteria. Identification of these organisms by classic cultivation methods is limited by their ability to form colonies on nutrient agar plates. In this study, we adapted and optimized 16S rRNA amplicon sequencing for quantification of bacterial spores in a canned food matrix and for monitoring the outgrowth of spoilage microbiota in a ready-to-eat food matrix. Results The detection limit of bar-coded 16S rRNA amplicon sequencing was determined for the number of bacterial spores in a canned food matrix. Analysis of samples from a canned food matrix spiked with a mixture of equinumerous spores from the thermophiles, Geobacillus stearothermophilus and Geobacillus thermoglucosidans, and the mesophiles, Bacillus sporothermodurans, Bacillus cereus, and Bacillus subtilis, led to the detection of these spores with an average limit of 2?×?10 2 spores ml ?1 . The data were normalized by setting the number of sequences resulting from DNA of an inactivated bacterial species, present in the matrix at the same concentration in all samples, to a fixed value for quantitative sample-to-sample comparisons. The 16S rRNA amplicon sequencing method was also employed to monitor population dynamics in a ready-to-eat rice meal, incubated over a period of 12 days at 7 °C. The most predominant outgrowth was observed by the genera Leuconostoc, Bacillus, and Paenibacillus. Analysis of meals pre-treated with weak acids showed inhibition of outgrowth of these three genera. The specificity of the amplicon synthesis was improved by the design of oligonucleotides that minimize the amplification of 16S rRNA genes from chloroplasts originating from plant-based material present in the food. Conclusion This study shows that the composition of complex spoilage populations, including bacterial spores, can be monitored in complex food matrices by bar-coded amplicon sequencing in a quantitative manner. In order to allow sample-to-sample comparisons, normalizations based on background DNA are described. This method offers a solution for the identification and quantification of spoilage microbiota, which cannot be cultivated under standard laboratory conditions. The study indicates variable detection limits among species of bacterial spores resulting from differences in DNA extraction efficiencies.
机译:背景技术食品的腐败通常是由细菌的孢子和乳酸菌引起的。通过经典的培养方法对这些生物的鉴定受到它们在营养琼脂平板上形成菌落的能力的限制。在这项研究中,我们对16S rRNA扩增子序列进行了调整和优化,以定量罐装食品基质中的细菌孢子,并监测即食食品基质中腐败菌群的生长。结果确定了罐装食品基质中细菌孢子数量的条形码16S rRNA扩增子测序的检测极限。对来自罐装食品基质的样品进行分析,样品中掺入了嗜热菌,嗜热脂肪芽孢杆菌和嗜热葡糖芽孢杆菌等量孢子的混合物,以及嗜温菌,孢子嗜热芽孢杆菌,蜡状芽孢杆菌和枯草芽孢杆菌,这些孢子的检出限平均的2?×?10 2孢子ml?1。通过将所有样品中浓度相同的基质中存在的灭活细菌物种的DNA的序列数设置为固定值以进行定量的样品间比较,将数据标准化。 16S rRNA扩增子测序方法还用于监测即食米粉中的种群动态,该米粉在7°C下孵育12天。 Leuconostoc,芽孢杆菌和Paenibacillus属观察到最主要的增生。分析用弱酸预处理的饭菜表明,这三个属的生长受到抑制。扩增子合成的特异性通过寡核苷酸的设计得以改善,该寡核苷酸可最大程度地减少食品中存在的植物基材料产生的叶绿体中16S rRNA基因的扩增。结论这项研究表明,通过条形码扩增子测序可以定量监测复杂食品基质中包括细菌孢子在内的复杂腐败种群的组成。为了允许样品之间的比较,描述了基于背景DNA的标准化。该方法为腐败菌群的鉴定和定量提供了解决方案,这些菌群不能在标准实验室条件下进行培养。研究表明,由于DNA提取效率的差异,细菌孢子的检测限有所不同。

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