Discovery and validation of urinary exposure markers for different plant foods by untargeted metabolomics

被引:71
作者
Andersen, Maj-Britt Schmidt [1 ]
Kristensen, Mette [1 ]
Manach, Claudine [2 ]
Pujos-Guillot, Estelle [2 ]
Poulsen, Sanne Kellebjerg [1 ]
Larsen, Thomas Meinert [1 ]
Astrup, Arne [1 ]
Dragsted, Lars [1 ]
机构
[1] Univ Copenhagen, Fac Sci, Dept Nutr Exercise & Sports, DK-1958 Frederiksberg C, Denmark
[2] Univ Auvergne, INRA, Human Nutr Unit, UMR1019, F-63000 Clermont Ferrand Theix, France
关键词
Untargeted metabolomics; UPLC-MS; Food exposure markers; Urine; Dietary intervention study; Humans; DIETARY POLYPHENOLS; PROLINE BETAINE; CITRUS-FRUIT; BIOMARKERS; CONSUMPTION; STRATEGY; STANDARDIZATION; IDENTIFICATION; THEOBROMINE; METABOLITES;
D O I
10.1007/s00216-013-7498-5
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
While metabolomics is increasingly used to investigate the food metabolome and identify new markers of food exposure, limited attention has been given to the validation of such markers. The main objectives of the present study were to (1) discover potential food exposure markers (PEMs) for a range of plant foods in a study setting with a mixed dietary background and (2) validate PEMs found in a previous meal study. Three-day weighed dietary records and 24-h urine samples were collected three times during a 6-month parallel intervention study from 107 subjects randomized to two distinct dietary patterns. An untargeted UPLC-qTOF-MS metabolomics analysis was performed on the urine samples, and all features detected underwent strict data analyses, including an iterative paired t test and sensitivity and specificity analyses for foods. A total of 22 unique PEMs were identified that covered 7 out of 40 investigated food groups (strawberry, cabbages, beetroot, walnut, citrus, green beans and chocolate). The PEMs reflected foods with a distinct composition rather than foods eaten more frequently or in larger amounts. We found that 23 % of the PEMs found in a previous meal study were also valid in the present intervention study. The study demonstrates that it is possible to discover and validate PEMs for several foods and food classes in an intervention study with a mixed dietary background, despite the large variability in such a dataset. Final validation of PEMs for intake of foods should be performed by quantitative analysis.
引用
收藏
页码:1829 / 1844
页数:16
相关论文
共 48 条
[1]
KNApSAcK Family Databases: Integrated Metabolite-Plant Species Databases for Multifaceted Plant Research [J].
Afendi, Farit Mochamad ;
Okada, Taketo ;
Yamazaki, Mami ;
Hirai-Morita, Aki ;
Nakamura, Yukiko ;
Nakamura, Kensuke ;
Ikeda, Shun ;
Takahashi, Hiroki ;
Altaf-Ul-Amin, Md. ;
Darusman, Latifah K. ;
Saito, Kazuki ;
Kanaya, Shigehiko .
PLANT AND CELL PHYSIOLOGY, 2012, 53 (02) :e1
[2]
Discovery of exposure markers in urine for Brassica-containing meals served with different protein sources by UPLC-qTOF-MS untargeted metabolomics [J].
Andersen, Maj-Britt Schmidt ;
Reinbach, Helene Christine ;
Rinnan, Asmund ;
Barri, Thaer ;
Mithril, Charlotte ;
Dragsted, Lars Ove .
METABOLOMICS, 2013, 9 (05) :984-997
[3]
Metabolic fingerprinting of high-fat plasma samples processed by centrifugation- and filtration-based protein precipitation delineates significant differences in metabolite information coverage [J].
Barri, Thaer ;
Holmer-Jensen, Jens ;
Hermansen, Kjeld ;
Dragsted, Lars O. .
ANALYTICA CHIMICA ACTA, 2012, 718 :47-57
[4]
Fish and food safety: Determination of formaldehyde in 12 fish species by SPME extraction and GC-MS analysis [J].
Bianchi, F. ;
Careri, M. ;
Musci, M. ;
Mangia, A. .
FOOD CHEMISTRY, 2007, 100 (03) :1049-1053
[5]
Large-scale human metabolomics studies: A strategy for data (pre-) processing and validation [J].
Bijlsma, S ;
Bobeldijk, L ;
Verheij, ER ;
Ramaker, R ;
Kochhar, S ;
Macdonald, IA ;
van Ommen, B ;
Smilde, AK .
ANALYTICAL CHEMISTRY, 2006, 78 (02) :567-574
[6]
Biomarkers in nutritional epidemiology [J].
Bingham, SA .
PUBLIC HEALTH NUTRITION, 2002, 5 (6A) :821-827
[7]
VALIDATION OF WEIGHED RECORDS AND OTHER METHODS OF DIETARY ASSESSMENT USING THE 24-H URINE NITROGEN TECHNIQUE AND OTHER BIOLOGICAL MARKERS [J].
BINGHAM, SA ;
CASSIDY, A ;
COLE, TJ ;
WELCH, A ;
RUNSWICK, SA ;
BLACK, AE ;
THURNHAM, D ;
BATES, C ;
KHAW, KT ;
KEY, TJA ;
DAY, NE .
BRITISH JOURNAL OF NUTRITION, 1995, 73 (04) :531-550
[8]
CORNISH HH, 1957, J BIOL CHEM, V228, P315
[9]
Identification of Human Urinary Biomarkers of Cruciferous Vegetable Consumption by Metabonomic Profiling [J].
Edmands, William M. B. ;
Beckonert, Olaf P. ;
Stella, Cinzia ;
Campbell, Alison ;
Lake, Brian G. ;
Lindon, John C. ;
Holmes, Elaine ;
Gooderham, Nigel J. .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (10) :4513-4521
[10]
Sulforaphane composition, cytotoxic and antioxidant activity of crucifer vegetables [J].
Farag, Mohamed A. ;
Motaal, Amira Abdel .
JOURNAL OF ADVANCED RESEARCH, 2010, 1 (01) :65-70