Kamilari Eleni, Tsaltas Dimitrios, Stanton Catherine, Ross R Paul
APC Microbiome Ireland, University College Cork, T12 YT20 Cork, Ireland.
School of Microbiology, University College Cork, T12 K8AF Cork, Ireland.
Foods. 2022 Aug 17;11(16):2483. doi: 10.3390/foods11162483.
The distinct sensorial characteristics of local cheeses influence consumer preferences, and make an essential contribution to the local economy. Microbial diversity in cheese is among the fundamental contributors to sensorial and qualitative characteristics. However, knowledge regarding the existence of microbial patterns associated with regional production practices in ripened cheeses remains limited. The present research was conducted to test the hypothesis that the background metagenome of cheeses could be used as a marker of their origin. We compared Irish versus Eastern Mediterranean cheeses-namely Greek and Cypriot-using High Throughput Sequencing (HTS). The study identified a significantly distinct separation among cheeses originating from the three different countries, in terms of the total microbial community composition. The use of machine learning and biomarkers discovery algorithms defined key microbes that differentiate each geographic region. Finally, the development of interaction networks revealed that the key species developed mostly negative interactions with the other members of the communities, highlighting their dominance in the community. The findings of the present research demonstrate that metagenome could indeed be used as a biological marker of the origin of mature cheeses, and could provide further insight into the dynamics of microbial community composition in ripened cheeses.
当地奶酪独特的感官特性影响着消费者的偏好,并对当地经济做出了重要贡献。奶酪中的微生物多样性是影响其感官和品质特性的重要因素之一。然而,关于成熟奶酪中与区域生产实践相关的微生物模式的存在,我们所知仍然有限。本研究旨在验证奶酪的背景宏基因组能否用作其产地标记的假设。我们使用高通量测序(HTS)比较了爱尔兰奶酪与东地中海地区奶酪,即希腊奶酪和塞浦路斯奶酪。该研究发现,就整个微生物群落组成而言,来自这三个不同国家的奶酪之间存在显著的差异分离。通过使用机器学习和生物标志物发现算法,确定了区分每个地理区域的关键微生物。最后,相互作用网络的构建表明,关键物种与群落中的其他成员大多形成负相互作用,突出了它们在群落中的主导地位。本研究结果表明,宏基因组确实可以用作成熟奶酪产地的生物学标记,并能为深入了解成熟奶酪中微生物群落组成的动态变化提供进一步的见解。