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基于 NMR 的代谢组学研究希腊 Graviera 奶酪。

A Study of Greek Graviera Cheese by NMR-Based Metabolomics.

机构信息

NMR Laboratory, Department of Chemistry, University of Crete, Voutes Campus, 710 03 Heraklion, Crete, Greece.

出版信息

Molecules. 2023 Jul 18;28(14):5488. doi: 10.3390/molecules28145488.

Abstract

Graviera is a very popular yellow hard cheese produced in mainland Greece and the Aegean islands, and in three PDO (protected denomination of origin) locations. Apart from geographic location, type of milk and production practices are also factors that affect cheese composition, and make this dairy product unique in taste and aroma. In this work, H nuclear magnetic resonance (NMR) spectroscopy in combination with chemometrics has been used to determine the metabolite profile (40 compounds) of graviera cheese produced in different geographic locations, with emphasis on cheeses produced on the island of Crete. Organic acids and amino acids were the main components quantified in the polar cheese fraction, while the fatty acid (FA) composition of the lipid fraction was also obtained. Analysis of variance (Anova) of the dataset showed that γ-aminobutyric acid (GABA), conjugated linoleic acids (CLA) and linoleic acid differentiate gravieras produced in different areas of Crete, and that the total amino acid content was higher in cheeses produced in eastern Crete. Targeted discriminant analysis models classified gravieras produced in mainland Greece, Cyclades and Crete based on differences in 1,2-diglycerides, sterols, GABA and FA composition. Targeted and untargeted orthogonal partial least squares discriminant analysis (OPLS-DA) models were capable of differentiating gravieras produced in the island of Crete and hold promise as the basis for the authentication of PDO graviera products.

摘要

格拉维特拉奶酪是一种非常受欢迎的黄色硬质奶酪,产于希腊大陆和爱琴海群岛,有三个 PDO(受保护的原产地名称)产地。除地理位置外,牛奶的类型和生产工艺也是影响奶酪成分的因素,使这种乳制品在口感和香气上独具特色。在这项工作中,我们结合使用了 H 核磁共振(NMR)光谱学和化学计量学来确定不同产地生产的格拉维特拉奶酪的代谢物图谱(40 种化合物),重点是克里特岛生产的奶酪。在极性奶酪部分中,主要定量了有机酸和氨基酸,同时还获得了脂质部分的脂肪酸(FA)组成。数据集的方差分析(Anova)表明,γ-氨基丁酸(GABA)、共轭亚油酸(CLA)和亚油酸区分了克里特岛不同地区生产的格拉维特拉奶酪,并且在克里特岛东部生产的奶酪中总氨基酸含量更高。基于 1,2-甘油二酯、固醇、GABA 和 FA 组成的差异,有针对性的判别分析模型可以对希腊大陆、基克拉迪群岛和克里特岛生产的格拉维特拉奶酪进行分类。有针对性和无针对性的正交偏最小二乘判别分析(OPLS-DA)模型能够区分克里特岛生产的格拉维特拉奶酪,有望成为 PDO 格拉维特拉产品认证的基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d7d/10385548/cd453116812a/molecules-28-05488-g001.jpg

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