Department of Nutrition and Food Science, University of Barcelona , Barcelona, Spain.
J Proteome Res. 2011 Nov 4;10(11):5047-58. doi: 10.1021/pr200514h. Epub 2011 Sep 29.
Through an HPLC-Q-TOF-MS-driven nontargeted metabolomics approach, we aimed to discriminate changes in the urinary metabolome of subjects with metabolic syndrome (MetS), following 12 weeks of mixed nuts consumption (30 g/day), compared to sex- and age-matched individuals given a control diet. The urinary metabolome corresponding to the nut-enriched diet clearly clustered in a distinct group, and the multivariate data analysis discriminated relevant mass features in this separation. Metabolites corresponding to the discriminating ions (MS features) were then subjected to multiple tandem mass spectrometry experiments using LC-ITD-FT-MS, to confirm their putative identification. The metabolomics approach revealed 20 potential markers of nut intake, including fatty acid conjugated metabolites, phase II and microbial-derived phenolic metabolites, and serotonin metabolites. An increased excretion of serotonin metabolites was associated for the first time with nut consumption. Additionally, the detection of urinary markers of gut microbial and phase II metabolism of nut polyphenols confirmed the understanding of their bioavailability and bioactivity as a priority area of research in the determination of the health effects derived from nut consumption. The results confirmed how a nontargeted metabolomics strategy may help to access unexplored metabolic pathways impacted by diet, thereby raising prospects for new intervention targets.
通过 HPLC-Q-TOF-MS 驱动的非靶向代谢组学方法,我们旨在比较混合坚果(30 克/天)摄入 12 周后和给予对照饮食的代谢综合征(MetS)受试者的尿液代谢组的变化。富含坚果的饮食的尿液代谢组明显聚类在一个不同的组中,多变量数据分析在这种分离中区分了相关的质量特征。然后,对这些区分离子(MS 特征)对应的代谢物进行 LC-ITD-FT-MS 的多次串联质谱实验,以确认其可能的鉴定。代谢组学方法揭示了 20 种潜在的坚果摄入标志物,包括脂肪酸共轭代谢物、II 相和微生物衍生的酚类代谢物以及 5-羟色胺代谢物。5-羟色胺代谢物的排泄增加与坚果摄入首次相关。此外,检测到的粪便微生物和坚果多酚 II 相代谢物的尿液标志物证实了它们的生物利用度和生物活性作为确定坚果消费带来的健康影响的研究重点领域的理解。研究结果证实了非靶向代谢组学策略如何有助于了解饮食影响的未探索代谢途径,从而为新的干预靶点提供了前景。