Dietary exposure biomarker-lead discovery based on metabolomics analysis of urine samples

被引:40
作者
Beckmann, Manfred [1 ]
Lloyd, Amanda J. [1 ]
Haldar, Sumanto [2 ]
Fave, Gaelle [3 ]
Seal, Chris J. [2 ]
Brandt, Kirsten [2 ]
Mathers, John C. [3 ]
Draper, John [1 ]
机构
[1] Aberystwyth Univ, Inst Biol Environm & Rural Sci, Aberystwyth SY23 3DA, Dyfed, Wales
[2] Newcastle Univ, Human Nutr Res Ctr, Sch Agr Food & Rural Dev, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[3] Newcastle Univ, Inst Ageing & Hlth, Human Nutr Res Ctr, Newcastle Upon Tyne NE4 5PL, Tyne & Wear, England
基金
英国医学研究理事会;
关键词
Dietary exposure; Metabolite fingerprinting; FFQ; Multivariate data analysis; Urine biomarkers; FOOD FREQUENCY QUESTIONNAIRE; MASS-SPECTROMETRY; WEIGHED RECORDS; CITRUS-FRUIT; L-HISTIDINE; VITAMIN-C; VALIDATION; METABOLISM; PHENOTYPES; IDENTIFICATION;
D O I
10.1017/S0029665113001237
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Although robust associations between dietary intake and population health are evident from conventional observational epidemiology, the outcomes of large-scale intervention studies testing the causality of those links have often proved inconclusive or have failed to demonstrate causality. This apparent conflict may be due to the well-recognised difficulty in measuring habitual food intake which may lead to confounding in observational epidemiology. Urine biomarkers indicative of exposure to specific foods offer information supplementary to the reliance on dietary intake self-assessment tools, such as FFQ, which are subject to individual bias. Biomarker discovery strategies using non-targeted metabolomics have been used recently to analyse urine from either short-term food intervention studies or from cohort studies in which participants consumed a freely-chosen diet. In the latter, the analysis of diet diary or FFQ information allowed classification of individuals in terms of the frequency of consumption of specific diet constituents. We review these approaches for biomarker discovery and illustrate both with particular reference to two studies carried out by the authors using approaches combining metabolite fingerprinting by MS with supervised multivariate data analysis. In both approaches, urine signals responsible for distinguishing between specific foods were identified and could be related to the chemical composition of the original foods. When using dietary data, both food distinctiveness and consumption frequency influenced whether differential dietary exposure could be discriminated adequately. We conclude that metabolomics methods for fingerprinting or profiling of overnight void urine, in particular, provide a robust strategy for dietary exposure biomarker-lead discovery.
引用
收藏
页码:352 / 361
页数:10
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