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通过宏基因组学揭示传统巴西奶酪中的微生物遗传资源。

Revealing the microbial heritage of traditional Brazilian cheeses through metagenomics.

机构信息

Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, 78350 Jouy-en-Josas, France.

Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, 78350 Jouy-en-Josas, France.

出版信息

Food Res Int. 2022 Jul;157:111265. doi: 10.1016/j.foodres.2022.111265. Epub 2022 Apr 22.

Abstract

Brazilian artisanal cheeses date from the first Portuguese settlers and evolved via local factors, resulting in unique products that are now part of the patrimony and identity of different Brazilian regions. In this study, we combined several culture-independent approaches, including 16S/ITS metagenetics, assembly- and deep profiling-metagenomics to characterize the originality of the microbiota of five varieties of Brazilian artisanal cheeses from the South and Southeast regions of Brazil. Their core microbiota contained mainly lactic acid bacteria (LAB), of which Lactococcus lactis subsp. lactis was the most frequent, followed by Streptococcus thermophilus in the South region. Moreover, several samples from the Southeast region contained, as dominant LAB, two other food Streptococci belonging to a new species of the salivarius group and S. infantarius. Rinds of samples from the Southeast region were dominated by the halotolerant bacterium Corynebacterium variabile, and the yeasts Diutina catenulata, followed by Debaryomyces hansenii and Kodamaea ohmeri. Rinds from the South region contained mainly LAB due to their short ripening time, and the predominant yeast was D. hansenii. Phylogenomic analysis based on L. lactis metagenome-assembled genomes (MAGs) showed that most Brazilian strains are closely related and form a different clade from those whose genomes are available at this time, indicating that they belong to a specific group. Lastly, functional analysis showed that S. infantarius acquired a ∼ 26 kb DNA fragment from S. thermophilus starter strains that carry the LacSZ system, allowing fast lactose assimilation, an adaptation advantage for growth in milk. Finally, our study identified several areas of concern, such as the presence of somatic cell DNA and high levels of antibiotic resistance genes in several cheese microbiota, suggesting that milk from diseased animals may still be used occasionally. Overall, the data from this study highlight the potential value of the traditional and artisanal cheese production network in Brazil, and provide a metagenomic-based scheme to help manage this resource safely.

摘要

巴西传统奶酪的历史可以追溯到第一批葡萄牙定居者时期,经过当地因素的影响不断演变,最终形成了独特的产品,成为巴西不同地区特色和身份的象征。在本研究中,我们结合了多种非培养方法,包括 16S/ITS 宏基因组学、装配和深度宏基因组学,以分析来自巴西南部和东南部的 5 种传统奶酪的微生物群的独特性。它们的核心微生物群主要包含乳酸菌(LAB),其中乳球菌乳亚种是最常见的,其次是南部地区的嗜热链球菌。此外,东南部的几个样本中,作为优势 LAB,存在两种属于唾液链球菌新种的另一种食品链球菌和婴儿链球菌。东南部样本的外皮主要由耐盐细菌棒状杆菌属 C. variabile 主导,酵母是迪图纳酵母属 D. catenulata,其次是汉逊德巴利酵母属 D. hansenii 和卵形毕赤酵母属 K. ohmeri。由于南部地区的奶酪成熟时间短,外皮中主要包含 LAB,而主要的酵母是汉逊德巴利酵母属 D. hansenii。基于乳球菌宏基因组组装基因组(MAGs)的系统发育分析表明,大多数巴西菌株密切相关,形成了一个与目前可用基因组不同的分支,表明它们属于一个特定的群体。最后,功能分析表明,婴儿链球菌从链球菌起始菌株中获得了一个约 26kb 的 DNA 片段,该片段携带 LacSZ 系统,允许快速同化乳糖,这是在牛奶中生长的适应优势。最后,我们的研究确定了一些需要关注的问题,例如在一些奶酪微生物群中存在体细胞 DNA 和高水平的抗生素抗性基因,这表明偶尔仍会使用患病动物的牛奶。总的来说,这项研究的数据突出了巴西传统和手工奶酪生产网络的潜在价值,并提供了基于宏基因组学的方案,以帮助安全管理这一资源。

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