Johnson Jared, Curtin Chris, Waite-Cusic Joy
Department of Food Science and Technology, Oregon State University, Corvallis, OR, United States.
Front Microbiol. 2021 Mar 9;12:644828. doi: 10.3389/fmicb.2021.644828. eCollection 2021.
A primary goal of modern cheese manufacturing is consistent product quality. One aspect of product quality that remains poorly understood is the variability of microbial subpopulations due to temporal or facility changes within cheese production environments. Therefore, our aim was to quantify this variability by measuring day-day and facility-facility changes in the cheese facility microbiome. In-process product (i.e., milk and cheese) and food-contact surfaces were sampled over the course of three production days at three cheese manufacturing facilities. Microbial communities were characterized using 16S rRNA metabarcoding and by plating on selective growth media. Each facility produced near-identical Cheddar cheese recipes on near-identical processing equipment during the time of sampling. Each facility also used a common pool of starter cultures which were rotated daily as groups of 4-5 strains and selected independently at each facility. Diversity analysis revealed significant facility-facility and day-day differences at each sample location. Facility differences were greatest on the food contact surfaces (i.e., draining-matting conveyor belts), explaining between 25 and 41% of the variance. Conversely, daily differences within each facility explained a greater proportion of the variance in the milk (20% vs. 12%) and cheese (29% vs. 20%). Further investigation into the sources of these differences revealed the involvement of several industrially relevant bacteria, including lactobacilli, which play a central role in flavor and texture development during Cheddar cheese ripening. Additionally, was found to contribute notably to differences observed in milk samples, whereas , , , , and Enterobacteriaceae contributed notably to differences on the food contact surfaces. Facility differences in the cheese were overwhelmingly attributed to the rotation of starter cultures, thus highlighting circumstances where daily microbial shifts could be misinterpreted and emphasizing the importance of repeated sampling over time. The outcomes of this work highlight the complexity of the cheese facility microbiome and demonstrate daily and facility-facility microbial variations which might impact cheese product quality.
现代奶酪制造的一个主要目标是产品质量的一致性。产品质量中一个仍未得到充分理解的方面是,由于奶酪生产环境中的时间变化或生产设施变化,微生物亚群存在变异性。因此,我们的目标是通过测量奶酪生产设施微生物群落中每天之间以及不同设施之间的变化来量化这种变异性。在三个奶酪生产设施中,在三个生产日的过程中对生产过程中的产品(即牛奶和奶酪)以及食品接触表面进行了采样。使用16S rRNA基因条形码技术并通过在选择性生长培养基上培养来对微生物群落进行表征。在采样期间,每个设施都在几乎相同的加工设备上生产几乎相同的切达干酪配方。每个设施还使用一组共同的发酵剂培养物,这些发酵剂培养物每天以4 - 5个菌株为一组进行轮换,并在每个设施中独立选择。多样性分析显示,在每个采样位置都存在显著的设施间和每日间差异。设施差异在食品接触表面(即排水垫式输送带)上最为明显,解释了25%至41%的方差。相反,每个设施内的每日差异在牛奶(20%对12%)和奶酪(29%对20%)中方差解释比例更大。对这些差异来源的进一步调查揭示了几种与工业相关细菌的参与,包括乳酸菌,它们在切达干酪成熟过程中的风味和质地形成中起着核心作用。此外,发现 对牛奶样品中观察到的差异有显著贡献,而 、 、 、 和肠杆菌科对食品接触表面的差异有显著贡献。奶酪中的设施差异绝大多数归因于发酵剂培养物的轮换,从而突出了每日微生物变化可能被误解的情况,并强调了随时间重复采样的重要性。这项工作的结果突出了奶酪生产设施微生物群落的复杂性,并证明了可能影响奶酪产品质量的每日和设施间微生物变化。