利用非靶向LC-MS/MS和化学计量学分析探讨草莓果实和叶片采后代谢变化和NOX2抑制电位

IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Metabolites Pub Date : 2025-05-13 DOI:10.3390/metabo15050321
Georgia Ladika, Paris Christodoulou, Eftichia Kritsi, Thalia Tsiaka, Georgios Sotiroudis, Dionisis Cavouras, Vassilia J Sinanoglou
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引用次数: 0

摘要

背景/目的:草莓因其丰富的植物化学成分而受到高度重视,但采后迅速变质限制了其保质期和营养质量。本研究旨在研究草莓果实和叶片在贮藏过程中的代谢变化,并评价草莓源代谢物对NADPH氧化酶2 (NOX2)的抑制作用。方法:采用LC-MS/MS对8±0.5°C保存的果实和叶片组织进行非靶向分析。共鉴定出37种代谢物,包括有机酸、酚酸、类黄酮和羟基肉桂酸衍生物。多变量统计分析(方差分析、PLS-DA和火山图)用于评估时间和组织特异性代谢变化。此外,应用基于机器学习的预测模型评估了24种结构表征代谢物的NOX2抑制电位。结果:贮藏诱导了显著的组织特异性代谢变化。在果实中,苹果酸、咖啡酸和槲皮素-3-葡糖苷酸表现出显著的变异,而鞣花酸苷元和没食子酰奎宁酸在叶片中表现出显著的变异。预测模型确定了24种代谢物中的21种可能是NOX2抑制剂,表明潜在的抗氧化和抗炎生物活性。结论:这些发现为草莓果实和叶片采后生化动力学研究提供了新的思路。研究结果强调了叶子作为生物活性化合物来源的价值,并支持其在功能食品和营养保健应用中的潜在价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring Postharvest Metabolic Shifts and NOX2 Inhibitory Potential in Strawberry Fruits and Leaves via Untargeted LC-MS/MS and Chemometric Analysis.

Background/Objectives: Strawberries are highly appreciated for their rich phytochemical composition, but rapid postharvest deterioration limits their shelf life and nutritional quality. This study aimed to investigate the metabolic changes occurring in both strawberry fruits and leaves during storage and to evaluate the NADPH oxidase 2 (NOX2) inhibitory potential of strawberry-derived metabolites. Methods: Untargeted LC-MS/MS analysis was conducted on fruit and leaf tissues stored at 8 ± 0.5 °C. A total of 37 metabolites were identified, including organic acids, phenolic acids, flavonoids, and hydroxycinnamic acid derivatives. Multivariate statistical analyses (ANOVA, PLS-DA, and volcano plots) were used to assess temporal and tissue-specific metabolic shifts. Additionally, a machine learning-based predictive model was applied to evaluate the NOX2 inhibitory potential of 24 structurally characterized metabolites. Results: Storage induced significant and tissue-specific metabolic changes. In fruits, malic acid, caffeic acid, and quercetin-3-glucuronide showed notable variations, while ellagic acid aglycone and galloylquinic acid emerged as prominent markers in leaves. The predictive model identified 21 out of 24 metabolites as likely NOX2 inhibitors, suggesting potential antioxidant and anti-inflammatory bioactivity. Conclusions: These findings provide new insights into postharvest biochemical dynamics in both strawberry fruits and leaves. The results highlight the value of leaves as a source of bioactive compounds and support their potential valorization in functional food and nutraceutical applications.

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来源期刊
Metabolites
Metabolites Biochemistry, Genetics and Molecular Biology-Molecular Biology
CiteScore
5.70
自引率
7.30%
发文量
1070
审稿时长
17.17 days
期刊介绍: Metabolites (ISSN 2218-1989) is an international, peer-reviewed open access journal of metabolism and metabolomics. Metabolites publishes original research articles and review articles in all molecular aspects of metabolism relevant to the fields of metabolomics, metabolic biochemistry, computational and systems biology, biotechnology and medicine, with a particular focus on the biological roles of metabolites and small molecule biomarkers. Metabolites encourages scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on article length. Sufficient experimental details must be provided to enable the results to be accurately reproduced. Electronic material representing additional figures, materials and methods explanation, or supporting results and evidence can be submitted with the main manuscript as supplementary material.
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