{"title":"基于品质特征、挥发性物质和代谢组学分析并结合化学计量学的无壳大麦地理鉴别方法","authors":"Lijing Liang, Junjie Jia, Ling Li, Liqiang Zhang, Long Ma, Songtao Wang, Zongyun Feng","doi":"10.1155/2024/1424094","DOIUrl":null,"url":null,"abstract":"<div>\n <p>The geographical traceability of food products is crucial for quality assurance and consumer confidence. The chemical profile and taste quality of hulless barley vary considerably across different production areas, making the determination of its geographical origin and the identification of relevant geographical biomarkers essential. In this study, the quality traits, volatile compounds, and metabolites of 20 hulless barley cultivars from four primary producing areas were investigated. Multivariate analysis showed that there were significant differences in hulless barley from different regions (<i>p</i> < 0.05). The orthogonal partial least squares discriminant analysis (OPLS-DA) models exhibited good performance in terms of origin discrimination, identifying 27 volatiles and 86 metabolites that could be used as candidate markers for separation. Redundancy analysis (RDA) and correlation matrix analysis revealed that numerous candidate markers were closely related to soil chemical and climate parameters. The results demonstrate that quality traits, volatile compounds, and metabolites can be used to effectively distinguish the geographical origins of hulless barley, thereby confirming that there is a robust link between metabolite expression and environmental factors. This work highlights that chemical profiling, combined with chemometric techniques (the application of statistical and mathematical methods to chemical data), provides a valuable tool for the geographical discrimination of hulless barley.</p>\n </div>","PeriodicalId":15802,"journal":{"name":"Journal of Food Biochemistry","volume":null,"pages":null},"PeriodicalIF":3.5000,"publicationDate":"2024-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/1424094","citationCount":"0","resultStr":"{\"title\":\"Geographical Discrimination of Hulless Barley Based on Quality Traits, Volatiles, and Metabolomic Profiling Combined with Chemometrics\",\"authors\":\"Lijing Liang, Junjie Jia, Ling Li, Liqiang Zhang, Long Ma, Songtao Wang, Zongyun Feng\",\"doi\":\"10.1155/2024/1424094\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n <p>The geographical traceability of food products is crucial for quality assurance and consumer confidence. The chemical profile and taste quality of hulless barley vary considerably across different production areas, making the determination of its geographical origin and the identification of relevant geographical biomarkers essential. In this study, the quality traits, volatile compounds, and metabolites of 20 hulless barley cultivars from four primary producing areas were investigated. Multivariate analysis showed that there were significant differences in hulless barley from different regions (<i>p</i> < 0.05). The orthogonal partial least squares discriminant analysis (OPLS-DA) models exhibited good performance in terms of origin discrimination, identifying 27 volatiles and 86 metabolites that could be used as candidate markers for separation. Redundancy analysis (RDA) and correlation matrix analysis revealed that numerous candidate markers were closely related to soil chemical and climate parameters. The results demonstrate that quality traits, volatile compounds, and metabolites can be used to effectively distinguish the geographical origins of hulless barley, thereby confirming that there is a robust link between metabolite expression and environmental factors. This work highlights that chemical profiling, combined with chemometric techniques (the application of statistical and mathematical methods to chemical data), provides a valuable tool for the geographical discrimination of hulless barley.</p>\\n </div>\",\"PeriodicalId\":15802,\"journal\":{\"name\":\"Journal of Food Biochemistry\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2024-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/1424094\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Food Biochemistry\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1155/2024/1424094\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Food Biochemistry","FirstCategoryId":"97","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1155/2024/1424094","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Geographical Discrimination of Hulless Barley Based on Quality Traits, Volatiles, and Metabolomic Profiling Combined with Chemometrics
The geographical traceability of food products is crucial for quality assurance and consumer confidence. The chemical profile and taste quality of hulless barley vary considerably across different production areas, making the determination of its geographical origin and the identification of relevant geographical biomarkers essential. In this study, the quality traits, volatile compounds, and metabolites of 20 hulless barley cultivars from four primary producing areas were investigated. Multivariate analysis showed that there were significant differences in hulless barley from different regions (p < 0.05). The orthogonal partial least squares discriminant analysis (OPLS-DA) models exhibited good performance in terms of origin discrimination, identifying 27 volatiles and 86 metabolites that could be used as candidate markers for separation. Redundancy analysis (RDA) and correlation matrix analysis revealed that numerous candidate markers were closely related to soil chemical and climate parameters. The results demonstrate that quality traits, volatile compounds, and metabolites can be used to effectively distinguish the geographical origins of hulless barley, thereby confirming that there is a robust link between metabolite expression and environmental factors. This work highlights that chemical profiling, combined with chemometric techniques (the application of statistical and mathematical methods to chemical data), provides a valuable tool for the geographical discrimination of hulless barley.
期刊介绍:
The Journal of Food Biochemistry publishes fully peer-reviewed original research and review papers on the effects of handling, storage, and processing on the biochemical aspects of food tissues, systems, and bioactive compounds in the diet.
Researchers in food science, food technology, biochemistry, and nutrition, particularly based in academia and industry, will find much of great use and interest in the journal. Coverage includes:
-Biochemistry of postharvest/postmortem and processing problems
-Enzyme chemistry and technology
-Membrane biology and chemistry
-Cell biology
-Biophysics
-Genetic expression
-Pharmacological properties of food ingredients with an emphasis on the content of bioactive ingredients in foods
Examples of topics covered in recently-published papers on two topics of current wide interest, nutraceuticals/functional foods and postharvest/postmortem, include the following:
-Bioactive compounds found in foods, such as chocolate and herbs, as they affect serum cholesterol, diabetes, hypertension, and heart disease
-The mechanism of the ripening process in fruit
-The biogenesis of flavor precursors in meat
-How biochemical changes in farm-raised fish are affecting processing and edible quality