Laboratory of Probiogenomics, Department of Chemistry, Life Sciences, and Environmental Sustainability, University of Parma, Parma, Italy.
GenProbio srl, Parma, Italy.
mSystems. 2023 Feb 23;8(1):e0106822. doi: 10.1128/msystems.01068-22. Epub 2023 Jan 23.
Raw milk cheese manufactory is strictly regulated in Europe by the Protected Designation of Origin (PDO) quality scheme, which protects indigenous food products based on geographical and biotechnological features. This study encompassed the collection of 128 raw milk cheese samples across Italy to investigate the resident microbiome correlated to current PDO specifications. Shotgun metagenomic approaches highlighted how the microbial communities are primarily linked to each cheesemaking site and consequently to the use of site-specific Natural Whey Cultures (NWCs), defined by a multifactorial set of local environmental factors rather than solely by cheese type or geographical origin that guide the current PDO specification. Moreover, in-depth functional characterization of Cheese Community State Types (CCSTs) and comparative genomics efforts, including metagenomically assembled genomes (MAGs) of the dominant microbial taxa, revealed NWCs-related unique enzymatic profiles impacting the organoleptic features of the produced cheeses and availability of bioactive compounds to consumers, with putative health implications. Thus, these results highlighted the need for a profound rethinking of the current PDO designation with a focus on the production site-specific microbial metabolism to understand and guarantee the organoleptic features of the final product recognized as PDO. The Protected Designation of Origin (PDO) guarantees the traceability of food production processes, and that the production takes place in a well-defined restricted geographical area. Nevertheless, the organoleptic qualities of the same dairy products, i.e., cheeses under the same PDO denomination, differ between manufacturers. The final product's flavor and qualitative aspects can be related to the resident microbial population, not considered by the PDO denomination. Here, we analyzed a complete set of different Italian cheeses produced from raw milk through shotgun sequencing in order to study the variability of the different microbial profiles resident in Italian PDO cheeses. Furthermore, an in-depth functional analysis, along with a comparative genomic analysis, was performed in order to correlate the taxonomic information with the organoleptic properties of the final product. This analysis made it possible to highlight how the PDO denomination should be revisited to understand the effect that Natural Whey Cultures (NWCs), used in the traditional production of raw milk cheese and unique to each manufacturer, impacts on the organoleptic features of the final product.
在欧洲,生乳奶酪制造受到原产地保护名称 (PDO) 质量计划的严格监管,该计划基于地理和生物技术特征保护本土食品。本研究收集了意大利各地的 128 个生乳奶酪样本,以调查与当前 PDO 规范相关的驻留微生物组。鸟枪法宏基因组学方法强调了微生物群落主要与每个奶酪制作地点相关,并且与使用特定地点的天然乳清培养物 (NWCs) 相关,NWCs 由一组多因素的本地环境因素定义,而不是仅仅由奶酪类型或地理来源决定,这些因素指导当前的 PDO 规范。此外,对奶酪群落状态类型 (CCST) 的深入功能表征和比较基因组学研究,包括对占优势的微生物类群的宏基因组组装基因组 (MAGs),揭示了与 NWCs 相关的独特酶谱,这些酶谱影响所生产奶酪的感官特征和向消费者提供生物活性化合物的可用性,可能具有健康影响。因此,这些结果强调需要对当前的 PDO 名称进行深入思考,重点关注生产地点特定的微生物代谢,以了解和保证最终产品的感官特征,这些特征被认为是 PDO。原产地保护名称 (PDO) 保证了食品生产过程的可追溯性,并且生产在一个定义明确的受限地理区域内进行。然而,同一乳制品的感官质量,即在同一 PDO 名称下的奶酪,在不同的制造商之间存在差异。最终产品的风味和质量方面可能与居民微生物种群有关,而 PDO 名称没有考虑到这一点。在这里,我们通过鸟枪法测序分析了一整套来自生乳的不同意大利奶酪,以研究驻留在意大利 PDO 奶酪中的不同微生物谱的可变性。此外,还进行了深入的功能分析和比较基因组分析,以便将分类信息与最终产品的感官特性相关联。这项分析使我们能够强调应该如何重新审视 PDO 名称,以了解在传统生乳奶酪生产中使用的天然乳清培养物 (NWCs),以及每个制造商特有的 NWCs 对最终产品感官特征的影响。