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高黄酮鞑靼荞麦种质资源与代谢物标志物筛选()。

Germplasm Resources and Metabolite Marker Screening of High-Flavonoid Tartary Buckwheat ().

机构信息

College of Life Sciences, Northwest A&F University, Yangling 712100, China.

Jilin Provincial Key Laboratory of Agricultural Biotechnology, Jilin Academy of Agricultural Sciences (Northeast Agricultural Research Center of China), Changchun 130033, China.

出版信息

J Agric Food Chem. 2023 Dec 20;71(50):20131-20145. doi: 10.1021/acs.jafc.3c06878. Epub 2023 Dec 8.

Abstract

Tartary buckwheat is an annual minor cereal crop with a variety of secondary metabolites, endowing it with a high nutritional and medicinal value. Flavonoids constitute the primary compounds of Tartary buckwheat. Recently, metabolomics, as an adjunct breeding method, has been increasingly employed in crop research. This study explores the correlation between the total flavonoid content (TFC) and antioxidant capacity in 167 Tartary buckwheat varieties. Ten Tartary buckwheat varieties with significant differences in flavonoid content and antioxidant capacity were selected by cluster analysis. With the use of liquid chromatography-mass spectrometry, 58 flavonoid compounds were identified, namely, 42 flavonols, 10 flavanols, 3 flavanones, 1 isoflavone, 1 anthocyanidin, and 1 proanthocyanidin. Different samples were clearly separated by employing principal component analysis and partial least-squares discriminant analysis. Eight differential flavonoid compounds were further selected through volcano plots and variable importance in projection. Differential metabolites were highly correlated with TFC and antioxidant capacity. Finally, metabolic markers of kaempferol-3--hexoside, kaempferol-7--glucoside, and naringenin--hexoside were determined by the random forest model. The findings provide a basis for the selection and identification of Tartary buckwheat varieties with high flavonoid content and strong antioxidant activity.

摘要

苦荞麦是一年生小杂粮,含有多种次生代谢产物,具有较高的营养价值和药用价值。黄酮类化合物构成苦荞麦的主要化合物。近年来,代谢组学作为一种辅助育种方法,在作物研究中得到了越来越多的应用。本研究探讨了 167 个苦荞麦品种总黄酮含量(TFC)与抗氧化能力之间的相关性。通过聚类分析,选择了 10 个黄酮含量和抗氧化能力差异显著的苦荞麦品种。采用液相色谱-质谱联用技术,共鉴定出 58 种黄酮类化合物,分别为 42 种黄酮醇、10 种黄烷醇、3 种黄烷酮、1 种异黄酮、1 种花色苷和 1 种原花青素。主成分分析和偏最小二乘判别分析表明,不同样品得到了很好的分离。通过火山图和投影变量重要性分析,进一步选择了 8 种差异黄酮类化合物。差异代谢物与 TFC 和抗氧化能力高度相关。最后,通过随机森林模型确定了山奈酚-3-O-葡萄糖苷、山奈酚-7-O-葡萄糖苷和柚皮苷-己糖苷的代谢标志物。研究结果为选择和鉴定高黄酮含量和强抗氧化活性的苦荞麦品种提供了依据。

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