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利用基于气相色谱-质谱联用的代谢组学和感官评价方法对 5 种印度尼西亚芒果进行特征分析。

Characterization of five Indonesian mangoes using gas chromatography-mass spectrometry-based metabolic profiling and sensory evaluation.

机构信息

Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan; Miyazaki Agricultural Research Institute, 5805 Shimonaka, Sadowara-cho, Miyazaki 880-0212, Japan.

Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.

出版信息

J Biosci Bioeng. 2021 Dec;132(6):613-620. doi: 10.1016/j.jbiosc.2021.09.006. Epub 2021 Oct 13.

Abstract

Indonesia is one of the world's leading mango producers and grows many cultivars. However, only a few cultivars have been commercialized, perhaps because of limited information on consumer preferences that meet the market demands. Here, non-targeted gas chromatography-mass spectrometry (GC-MS)-based metabolome analysis was used to characterize five Indonesian mango cultivars considering their taste characteristics. A total of 95 components (47 annotated and 48 unknown metabolites) were identified. Cultivars with a higher general impression score (Arumanis 143 and Gedong) in principal component analysis (PCA) accumulated more sugars and sweetening components, such as glycine and lyxose. Meanwhile, cultivars with a lower general impression score in PCA (Lalijiwo and Cengkir Indramayu) accumulated more aspartic acid, isocitric acid, and citric acid, which increase sourness; methionine, which is a precursor of sulfur-containing volatile aroma components; and phenylalanine, which contributes to bitterness. Furthermore, orthogonal projection to latent structures discriminant analysis revealed that nicotinic acid, glutamic acid, aspartic acid, glycine, and ribose characterized higher or lower general impression cultivars. In addition, metabolic profiling of eight mango cultivars, including five Indonesian and three overseas cultivars, suggested that taste was more influential than differences in cultivars, production areas, and cultivation conditions by its hydrophilic primary metabolomics. These findings will serve as fundamental data for future mango industry development considering the association between the unique taste of each cultivar and its metabolites as well as the consumer preferences for Indonesian mango.

摘要

印度尼西亚是世界上主要的芒果生产国之一,种植着许多品种。然而,只有少数几个品种实现了商业化,这也许是因为满足市场需求的消费者偏好信息有限。在这里,我们使用基于非靶向气相色谱-质谱(GC-MS)的代谢组学分析方法,根据口感特点对 5 个印度尼西亚芒果品种进行了特征描述。共鉴定出 95 种成分(47 种注释代谢物和 48 种未知代谢物)。在主成分分析(PCA)中,总体印象评分较高的品种(Arumanis 143 和 Gedong)积累了更多的糖和增甜成分,如甘氨酸和木酮糖。而 PCA 中总体印象评分较低的品种(Lalijiwo 和 Cengkir Indramayu)则积累了更多的天冬氨酸、异柠檬酸和柠檬酸,这些物质会增加酸味;积累了更多的蛋氨酸,它是含硫挥发性香气成分的前体;积累了更多的苯丙氨酸,它会带来苦味。此外,正交偏最小二乘判别分析(OPLS-DA)表明,烟酸、谷氨酸、天冬氨酸、甘氨酸和核糖可以区分出总体印象评分较高或较低的品种。此外,对包括 5 个印度尼西亚品种和 3 个国外品种在内的 8 个芒果品种的代谢组学分析表明,口感比品种差异、产地和种植条件的影响更大,这主要是由其亲水的初级代谢组学决定的。这些发现将为未来的芒果产业发展提供基础数据,因为每个品种的独特口感与其代谢物以及印度尼西亚芒果的消费者偏好之间存在关联。

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