Metabolite profiling of different solvent extracts of Moringa oleifera seeds and correlation with DPPH radical scavenging activity via 1H NMR-based metabolomics

Oluwayemisi Juliannah Famurewa, Yarkasuwa Chindo Istifanus, Adamu Mahmoud Auwal
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Abstract

In the present study, profiling of the Moringa oleifera seeds metabolome was carried out by employing proton nuclear magnetic resonance (1H NMR) spectroscopy combined with multivariate data analysis (MVDA) of 3 different solvent extracts. The principal component analysis (PCA) and partial least square-discriminant analysis (PLS-DA) score plot reveal that methanol extract was discriminated from ethyl acetate and hexane extracts by PC1 while ethyl acetate and hexane extracts were well separated from methanol extract by PC2. The PLS-DA loading plot highlighted the potential metabolites, which are responsible for the group separation observed in the score plot. Further detailed examination of the loading plot shows that methanol extract contains significantly higher amount of vitamins, sterols, amino acids and fatty acids compared to the other extracts. A total of 37 compounds were detected from the 3 different solvents upon which the methanolic extract was identified to contain more metabolites and in a wider range than the other organic solvent extracts. Based on PLS analysis, ergosterol, oleic acid, isoleucine, riboflavin, cholesterol, leucine, ascorbic acid, stigmasterol, tryptophan, choline, histidine and cysteine displayed strong correlation to 2,2-diphenyl-1-picrylhydrazyl (DPPH) free radical scavenging activity. Hence, this extract would be more appropriate in metabolite extraction for analysis and for therapeutical benefits. Therefore, NMR spectroscopy combined with MVDA in compliment with the right choice of solvent for extraction could be utilized by applicable industries to obtain maximum valued metabolites within a short period of time. Besides having high diversity of metabolites, M. oleifera seeds can serve as potential nutritional source to develop new functional foods, and even as a source of biodiesel. Key words: Moringa oleifera seeds, functional food, biofuel, metabolome, 2,2-diphenyl-1-picrylhydrazyl (DPPH), multivariate data analysis, 1H NMR metabolomics.
辣木种子不同溶剂提取物的代谢物分析及其与DPPH自由基清除活性的相关性
本研究采用质子核磁共振(1H NMR)与多元数据分析(MVDA)相结合的方法,对辣木种子3种不同溶剂提取物的代谢组进行了分析。主成分分析(PCA)和偏最小二乘判别分析(PLS-DA)评分图显示,PC1可将甲醇提取物与乙酸乙酯和己烷提取物区分开来,PC2可将乙酸乙酯和己烷提取物与甲醇提取物区分开来。PLS-DA加载图突出了潜在代谢物,这些代谢物负责在评分图中观察到的组分离。对负载图的进一步详细检查表明,与其他提取物相比,甲醇提取物含有大量的维生素、甾醇、氨基酸和脂肪酸。从3种不同的溶剂中共检测到37种化合物,其中甲醇提取物比其他有机溶剂提取物含有更多的代谢物,范围更广。基于PLS分析,麦角甾醇、油酸、异亮氨酸、核黄素、胆固醇、亮氨酸、抗坏血酸、豆甾醇、色氨酸、胆碱、组氨酸和半胱氨酸与2,2-二苯基-1-苦酰肼(DPPH)自由基清除能力有很强的相关性。因此,该提取物将更适合于代谢物提取分析和治疗效益。因此,核磁共振光谱与MVDA结合,再加上正确的萃取溶剂选择,可以在短时间内获得最有价值的代谢物。除了具有丰富的代谢物多样性外,油橄榄种子还可以作为潜在的营养来源开发新的功能食品,甚至可以作为生物柴油的来源。关键词:辣木种子,功能性食品,生物燃料,代谢组学,2,2-二苯基-1-苦酰肼(DPPH),多变量数据分析,1H NMR代谢组学
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