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氢核磁共振代谢组学在发现地中海饮食血浆生物标志物中的应用。

Application of H-NMR Metabolomics for the Discovery of Blood Plasma Biomarkers of a Mediterranean Diet.

作者信息

Macias Shirin, Kirma Joseph, Yilmaz Ali, Moore Sarah E, McKinley Michelle C, McKeown Pascal P, Woodside Jayne V, Graham Stewart F, Green Brian D

机构信息

Institute for Global Food Security, School of Biological Sciences, Queen's University Belfast, Belfast BT9 5DL, UK.

Beaumont Health, 3811 W. 13 Mile Road, Royal Oak, MI 48073, USA.

出版信息

Metabolites. 2019 Sep 27;9(10):201. doi: 10.3390/metabo9100201.

Abstract

The Mediterranean diet (MD) is a dietary pattern well-known for its benefits in disease prevention. Monitoring adherence to the MD could be improved by discovery of novel dietary biomarkers. The MEDiterranean Diet in Northern Ireland (MEDDINI) intervention study monitored the adherence of participants to the MD for up to 12 months. This investigation aimed to profile plasma metabolites, correlating each against the MD score of participants (n = 58). Based on an established 14-point scale MD score, subjects were classified into two groups ("low" and "high"). H-Nuclear Magnetic Resonance (H-NMR) metabolomic analysis found that citric acid was the most significant metabolite ( = 5.99 × 10*; = 0.03), differing between 'low' and 'high'. Furthermore, five additional metabolites significantly differed ( < 0.05; < 0.35) between the two groups. Discriminatory metabolites included: citric acid, pyruvic acid, betaine, mannose, acetic acid and -inositol. Additionally, the top five most influential metabolites in multivariate models were also citric acid, pyruvic acid, betaine, mannose and -inositol. Metabolites significantly correlated with the consumption of certain food types. For example, citric acid positively correlated fruit, fruit juice and vegetable constituents of the diet, and negatively correlated with sweet foods alone or when combined with carbonated drinks. Citric acid was the best performing biomarker and this was enhanced by paired ratio with pyruvic acid. The present study demonstrates the utility of metabolomic profiling for effectively assessing adherence to MD and the discovery of novel dietary biomarkers.

摘要

地中海饮食(MD)是一种因其在疾病预防方面的益处而闻名的饮食模式。发现新的饮食生物标志物有助于改善对地中海饮食依从性的监测。北爱尔兰的地中海饮食(MEDDINI)干预研究对参与者长达12个月的地中海饮食依从性进行了监测。本研究旨在分析血浆代谢物,并将每种代谢物与参与者(n = 58)的地中海饮食得分进行关联。根据既定的14分制地中海饮食得分,受试者被分为两组(“低”和“高”)。氢核磁共振(H-NMR)代谢组学分析发现,柠檬酸是最显著的代谢物(P = 5.99 × 10⁻⁵;FDR = 0.03),在“低”组和“高”组之间存在差异。此外,两组之间还有另外五种代谢物存在显著差异(P < 0.05;FDR < 0.35)。具有鉴别性的代谢物包括:柠檬酸、丙酮酸、甜菜碱、甘露糖、乙酸和肌醇。此外,多变量模型中最具影响力的前五种代谢物也是柠檬酸、丙酮酸、甜菜碱、甘露糖和肌醇。代谢物与某些食物类型的摄入量显著相关。例如,柠檬酸与饮食中的水果、果汁和蔬菜成分呈正相关,与单独的甜食或与碳酸饮料一起食用时呈负相关。柠檬酸是表现最佳的生物标志物,与丙酮酸的配对比值增强了这一效果。本研究证明了代谢组学分析在有效评估地中海饮食依从性和发现新的饮食生物标志物方面的实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/702d/6836148/52c62991cc77/metabolites-09-00201-g001.jpg

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