Magnetic Resonance Laboratory "Annalaura Segre", Institute for Biological Systems, National Research Council (CNR), Via Salaria km 29.300, 00015 Rome, Italy.
Institute for Biological Research "Siniša Stanković"-National Institute of Republic of Serbia, University of Belgrade, 11108 Belgrade, Serbia.
Molecules. 2024 Aug 29;29(17):4097. doi: 10.3390/molecules29174097.
Considering that maize ( L.) is a staple food for a large segment of the population worldwide, many attempts have been made to improve the nutritional value of its grain and at the same time to achieve sustainable cropping systems. The present study aimed to characterize the composition and nutritional value of maize grain as influenced by cropping system, genetic background (variety), and growing year using untargeted NMR metabolomics. The composition of both water- (sugars and polyols, organic acids, and amino acids) and liposoluble metabolites (free and esterified fatty acids, sterols, and lipids) extracted from the maize grain was determined. Multivariate statistical analyses (PCA and ANOVA) pointed to the growing year and the variety as the most important random and fixed factors, respectively, influencing the metabolite profile. The samples were separated along PC1 and PC3 according to the growing year and the variety, respectively. A higher content of citric acid and diunsaturated fatty acids and a lower content of tyrosine, trigonelline, and monounsaturated fatty acids was observed in the organic with respect to the conventional variety. The effect of the cropping system was overwhelmed by the random effect of the growing year. The results provide novel knowledge on the influence of agronomic practices on maize micronutrient contents.
考虑到玉米(L.)是全世界很大一部分人口的主食,人们已经做出了许多尝试来提高其谷物的营养价值,同时实现可持续的种植系统。本研究旨在使用非靶向 NMR 代谢组学来描述种植系统、遗传背景(品种)和生长年份对玉米籽粒成分和营养价值的影响。从玉米籽粒中提取的水相(糖和多元醇、有机酸和氨基酸)和脂溶性代谢物(游离和酯化脂肪酸、甾醇和脂质)的组成均已确定。多元统计分析(PCA 和 ANOVA)指出,生长年份和品种分别是影响代谢物谱的最重要的随机和固定因素。根据生长年份和品种,样品沿 PC1 和 PC3 分离。与常规品种相比,有机品种的柠檬酸和二不饱和脂肪酸含量较高,而酪氨酸、瓜氨酸和单不饱和脂肪酸含量较低。种植系统的影响被生长年份的随机效应所掩盖。研究结果为农业实践对玉米微量营养素含量的影响提供了新的认识。