Papadimitriou Konstantinos, Anastasiou Rania, Georgalaki Marina, Bounenni Rimi, Paximadaki Argiro, Charmpi Christina, Alexandraki Voula, Kazou Maria, Tsakalidou Effie
Laboratory of Dairy Research, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 118 55 Athens, Greece.
Laboratory of Food Quality Control and Hygiene, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 118 55 Athens, Greece.
Microorganisms. 2022 May 23;10(5):1073. doi: 10.3390/microorganisms10051073.
Feta is the most renowned protected designation of origin (PDO) white brined cheese produced in Greece. The fine organoleptic characteristics and the quality of Feta rely on, among other factors, its overall microbial ecosystem. In this study, we employed 16S rDNA and internal transcribed spacer (ITS) amplicon sequencing, as well as shotgun metagenomics, to investigate the microbiome of artisanal homemade and industrial Feta cheese samples from different regions of Greece, which has very rarely been investigated. 16S rDNA data suggested the prevalence of the Lactococcus genus in the homemade samples, while Streptococcus and Lactobacillus genera prevailed in the industrial control samples. Species identification deriving from shotgun metagenomics corroborated these findings, as Lactococcus lactis dominated two homemade samples while Streptococcus thermophilus and Lactobacillus delbrueckii subsp. bulgaricus were found to be dominating one industrial sample. ITS data revealed a complex diversity of the yeast population among the samples analyzed. Debaryomyces, Kluyveromyces, Cutaneotrichosporon, Pichia, Candida, and Rhodotorula were the major genera identified, which were distributed in a rather arbitrary manner among the different samples. Furthermore, a number of potential metagenome-assembled genomes (MAGs) could be detected among assembled shotgun bins. The overall analysis of the shotgun metagenomics supported the presence of different foodborne pathogens in homemade samples (e.g., Staphylococcus aureus, Listeria monocytogenes, Enterobacter cloacae, and Streptococcus suis), but with low to very low abundances. Concluding, the combination of both amplicon sequencing and shotgun metagenomics allowed us to obtain an in-depth profile of the artisanal homemade Feta cheese microbiome.
菲达奶酪是希腊生产的最著名的受保护原产地名称(PDO)白盐渍奶酪。菲达奶酪优良的感官特性和品质,在其他因素中,依赖于其整体微生物生态系统。在本研究中,我们采用16S rDNA和内转录间隔区(ITS)扩增子测序以及鸟枪法宏基因组学,来研究来自希腊不同地区的手工自制和工业生产的菲达奶酪样品的微生物组,而这方面此前很少被研究。16S rDNA数据表明,自制样品中乳酸球菌属占优势,而工业对照样品中链球菌属和乳杆菌属占优势。来自鸟枪法宏基因组学的物种鉴定证实了这些发现,因为乳酸乳球菌在两个自制样品中占主导,而嗜热链球菌和德氏乳杆菌保加利亚亚种在一个工业样品中占主导。ITS数据揭示了所分析样品中酵母种群的复杂多样性。德巴利酵母属、克鲁维酵母属、皮状丝孢酵母属、毕赤酵母属、念珠菌属和红酵母属是鉴定出的主要属,它们在不同样品中的分布相当随意。此外,在组装的鸟枪法片段中可以检测到一些潜在的宏基因组组装基因组(MAG)。鸟枪法宏基因组学的整体分析支持在自制样品中存在不同的食源性病原体(如金黄色葡萄球菌、单核细胞增生李斯特菌、阴沟肠杆菌和猪链球菌),但丰度较低至极低。总之,扩增子测序和鸟枪法宏基因组学的结合使我们能够深入了解手工自制菲达奶酪的微生物组概况。