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GC-MS Based Metabolomics and NMR Spectroscopy Investigation of Food Intake Biomarkers for Milk and Cheese in Serum of Healthy Humans

机译:基于GC-MS的代谢组学和NMR光谱学研究健康人血清中牛奶和奶酪的食物摄入生物标志物

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摘要

The identification and validation of food intake biomarkers (FIBs) in human biofluids is a key objective for the evaluation of dietary intake. We report here the analysis of the GC-MS and 1H-NMR metabolomes of serum samples from a randomized cross-over study in 11 healthy volunteers having consumed isocaloric amounts of milk, cheese, and a soy drink as non-dairy alternative. Serum was collected at baseline, postprandially up to 6 h, and 24 h after consumption. A multivariate analysis of the untargeted serum metabolomes, combined with a targeted analysis of candidate FIBs previously reported in urine samples from the same study, identified galactitol, galactonate, and galactono-1,5-lactone (milk), 3-phenyllactic acid (cheese), and pinitol (soy drink) as candidate FIBs for these products. Serum metabolites not previously identified in the urine samples, e.g., 3-hydroxyisobutyrate after cheese intake, were detected. Finally, an analysis of the postprandial behavior of candidate FIBs, in particular the dairy fatty acids pentadecanoic acid and heptadecanoic acid, revealed specific kinetic patterns of relevance to their detection in future validation studies. Taken together, promising candidate FIBs for dairy intake appear to be lactose and metabolites thereof, for lactose-containing products, and microbial metabolites derived from amino acids, for fermented dairy products such as cheese.
机译:人体生物流体中食物摄入生物标志物(FIB)的鉴定和验证是评估饮食摄入量的主要目标。我们在此报告了一项随机交叉研究中血清样本的GC-MS和1H-NMR代谢组的分析,该研究在11名健康志愿者中食用了等热量的牛奶,奶酪和大豆饮料作为非乳制品替代品。在基线,餐后直至食用后6小时和食用后24小时收集血清。对未靶向血清代谢组进行多变量分析,再结合先前在同一研究的尿液样品中报告的候选FIB的靶向分析,鉴定出半乳糖醇,半乳糖酸酯和半乳糖1,5-内酯(牛奶),3-苯基乳酸(奶酪) )和松醇(大豆饮料)作为这些产品的候选FIB。检测到尿液样品中先前未鉴定的血清代谢物,例如奶酪摄入后的3-羟基异丁酸酯。最后,对候选FIB的餐后行为的分析,尤其是乳制品脂肪酸十五烷酸和十七烷酸,揭示了与它们在未来验证研究中的检测有关的特定动力学模式。两者合计,对于乳制品摄入而言,有前途的候选FIB似乎是乳糖及其代谢产物(用于含乳糖产品),以及衍生自氨基酸的微生物代谢产物(用于发酵乳制品,如奶酪)。

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