New biomarkers of coffee consumption identified by the non-targeted metabolomic profiling of cohort study subjects

PLoS ONE

Volumn 9, Issue 4, 2014, Pages

  Rothwell, Joseph A ^a   Fillâtre, Yoann ^a   Martin, Jean François ^a,b   Lyan, Bernard ^a,b   Pujos Guillot, Estelle ^a,b   Fezeu, Leopold ^c   Hercberg, Serge ^c   Comte, Blandine ^a   Galan, Pilar ^c   Touvier, Mathilde ^c   Manach, Claudine ^a  

^a INRA and University of Auvergne   (France)

^b CEMAGREF   (France)

^c Bioinformatique et Chimie Moléculaire   (France)

Author keywords

[No Author keywords available]

Indexed keywords

1 METHYLXANTHINE; ATRACTYLIGENIN; CAFFEINE; CYCLO(ISOLEUCYLPROLINE); DITERPENOID; PIPERAZINEDIONE; TRIGONELLINE; UNCLASSIFIED DRUG; 1-METHYLXANTHINE; BIOLOGICAL MARKER; COFFEE; XANTHINE DERIVATIVE;

ARTICLE; COFFEE; COHORT ANALYSIS; CONTROLLED STUDY; FALSE POSITIVE RESULT; FLUID INTAKE; FOOD FREQUENCY QUESTIONNAIRE; FRANCE; HUMAN; LIQUID CHROMATOGRAPHY; MASS SPECTROMETRY; METABOLOME; METABOLOMICS; RECEIVER OPERATING CHARACTERISTIC; SENSITIVITY AND SPECIFICITY; URINALYSIS; DIET; DISCRIMINANT ANALYSIS; METABOLISM; URINE;

BIOLOGICAL MARKERS; COFFEE; COHORT STUDIES; DIET; DISCRIMINANT ANALYSIS; HUMANS; METABOLOME; METABOLOMICS; URINALYSIS; XANTHINES;

EID: 84899500823     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0093474     Document Type: Article

References (42)

1. Ranheim T, Halvorsen B (2005) Coffee consumption and human health - beneficial or detrimental? - Mechanisms for effects of coffee consumption on different risk factors for cardiovascular disease and type 2 diabetes mellitus. Mol Nutr Food Res 49: 274-284. (Pubitemid 40445558)
2. Butt MS, Sultan MT (2011) Coffee and its consumption: benefits and risks. Crit Rev Food Sci Nutr 51: 363-373.
3. Bohn SK, Ward NC, Hodgson JM, Croft KD (2012) Effects of tea and coffee on cardiovascular disease risk. Food & Function 3: 575-591.
4. Corti R, Binggeli C, Sudano I, Spieker L, Hanseler E, et al. (2002) Coffee acutely increases sympathetic nerve activity and blood pressure independently of caffeine content - Role of habitual versus nonhabitual drinking. Circulation 106: 2935-2940. (Pubitemid 35424745)
5. Noordzij M, Uiterwaal C, Arends LR, Kok FJ, Grobbee DE, et al. (2005) Blood pressure response to chronic intake of coffee and caffeine: a meta-analysis of randomized controlled trials. J Hypertens 23: 921-928. (Pubitemid 40637906)
6. Cornelis MC, El-Sohemy A (2007) Coffee, caffeine, and coronary heart disease. Curr Opin Lipidol 18: 13-19. (Pubitemid 46090231)
7. Liu JX, Sui XM, Blair SN, Lavie CJ (2013) In Reply-Association of Coffee Consumption With All-Cause and Cardiovascular Disease Mortality. Mayo Clin Proc 88: 1493-1494.
8. van Dam RM (2008) Coffee consumption and risk of type 2 diabetes, cardiovascular diseases, and cancer. Appl Physiol Nutr Metab 33: 1269-1283.
9. van Dam RM, Willett WC, Manson JE, Hu FB (2006) Coffee, caffeine, and risk of type 2 diabetes - A prospective cohort study in younger and middle-aged US women. Diabetes Care 29: 398-403. (Pubitemid 44106525)
10. Zhang R, Wang Y, Song B, Jorgensen HS, Xu YM (2012) Coffee consumption and risk of stroke: a meta-analysis of cohort studies. Cent Eur J Med 7: 310-316.
11. Perez-Jimenez J, Fezeu L, Touvier M, Arnault N, Manach C, et al. (2011) Dietary intake of 337 polyphenols in French adults. Am J Clin Nutr 93: 1220-1228.
12. Zamora-Ros R, Knaze V, Lujan-Barroso L, Romieu I, Scalbert A, et al. (2013) Differences in dietary intakes, food sources and determinants of total flavonoids between Mediterranean and non-Mediterranean countries participating in the European Prospective Investigation into Cancer and Nutrition (EPIC) study. Br J Nutr 109: 1498-1507.
13. Higdon JV, Frei B (2006) Coffee and health: A review of recent human research. Crit Rev Food Sci Nutr 46: 101-123.
14. Jenab M, Slimani N, Bictash M, Ferrari P, Bingham SA (2009) Biomarkers in nutritional epidemiology: applications, needs and new horizons. Hum Genet 125: 507-525.
15. Kuhnle GGC (2012) Nutritional biomarkers for objective dietary assessment. J Sci Food Agric 92: 1145-1149.
16. Pujos-Guillot E, Hubert J, Martin JF, Lyan B, Quintana M, et al. (2013) Mass Spectrometry-based Metabolomics for the Discovery of Biomarkers of Fruit and Vegetable Intake: Citrus Fruit as a Case Study. J Proteome Res 12: 1645-1659.
17. Briancon S, Boini S, Bertrais S, Guillemin F, Galan P, et al. (2011) Long-term antioxidant supplementation has no effect on health-related quality of life: The randomized, double-blind, placebo-controlled, primary prevention SU.VI.MAX trial. Int J Epidemiol 40: 1605-1616.
18. Kesse-Guyot E, Castetbon K, Touvier M, Hercberg S, Galan P (2011) Relative validity and reproducibility of a food frequency questionnaire designed for French adults. Ann Nutr Metab 57: 153-162.
19. Smith CA, Want EJ, O'Maille G, Abagyan R, Siuzdak G (2006) XCMS: Processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification. Anal Chem 78: 779-787. (Pubitemid 43228585)
20. van der Kloet FM, Bobeldijk I, Verheij ER, Jellema RH (2009) Analytical error reduction using single point calibration for accurate and precise metabolomic phenotyping. J Proteome Res 8: 5132-5141.
21. Wold S, Antti H, Lindgren F, Ohman J (1998) Orthogonal signal correction of near-infrared spectra. Chemomtr Intell Lab 44: 175-185. (Pubitemid 29016095)
22. Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate - a practical and powerful approach to multiple testing. J Roy Stat Soc Ser B (Stat Method) 57: 289-300.
23. Xia JG, Broadhurst DI, Wilson M, Wishart DS (2013) Translational biomarker discovery in clinical metabolomics: an introductory tutorial. Metabolomics 9: 280-299.
24. Ginz M, Engelhardt UH (2000) Identification of proline-based diketopiperazines in roasted coffee. J Agric Food Chem 48: 3528-3532.
25. Blanchard J, Sawers SJA (1983) The absolute bioavailability of caffeine in man. Eur J Clin Pharmacol 24: 93-98. (Pubitemid 13181790)
26. Yang A, Palmer A, de Wit H (2010) Genetics of caffeine consumption and responses to caffeine. Psychopharmacology 211: 245-257.
27. Lang R, Wahl A, Stark T, Hofmann T (2011) Urinary N-methylpyridinium and trigonelline as candidate dietary biomarkers of coffee consumption. Mol Nutr Food Res 55: 1613-1623.
28. Al-Habori M, Raman A (1998) Antidiabetic and hypocholesterolaemic effects of fenugreek. Phytother Res 12: 233-242. (Pubitemid 28331456)
29. de Zwart FJ, Slow S, Payne RJ, Lever M, George PM, et al. (2003) Glycine betaine and glycine betaine analogues in common foods. Food Chem 83: 197-204. (Pubitemid 36962884)
30. De Roos B, Meyboom S, Kosmeijer-Schuil TG, Katan MB (1998) Absorption and urinary excretion of the coffee diterpenes cafestol and kahweol in healthy ileostomy volunteers. J Intern Med 244: 451-460. (Pubitemid 28552851)
31. Silva JA, Borges N, Santos A, Alves A (2012) Method Validation for Cafestol and Kahweol Quantification in Coffee Brews by HPLC-DAD. Food Analytical Methods 5: 1404-1410.
32. Monteiro M, Farah A, Perrone D, Trugo LC, Donangelo C (2007) Chlorogenic acid compounds from coffee are differentially absorbed and metabolized in humans. J Nutr 137: 2196-2201. (Pubitemid 47529576)
33. Nagy K, Redeuil K, Williamson G, Rezzi S, Dionisi F, et al. (2011) First identification of dimethoxycinnamic acids in human plasma after coffee intake by liquid chromatography-mass spectrometry. J Chromatogr A 1218: 491-497.
34. Ito H, Gonthier M-P, Manach C, Morand C, Mennen L, et al. (2005) Polyphenol levels in human urine after intake of six different polyphenol-rich beverages. Br J Nutr 94: 500-509. (Pubitemid 41555489)
35. Mennen L, Sapinho D, Ito H, Galan P, Hercberg S, et al. (2006) Urinary flavonoids and phenolic acids as biomarkers of intake for polyphenol-rich foods. Br J Nutr 96: 191-198. (Pubitemid 44160914)
36. Stalmach A, Mullen W, Barron D, Uchida K, Yokota T, et al. (2009) Metabolite profiling of hydroxycinnamate derivatives in plasma and urine after the ingestion of coffee by humans: identification of biomarkers of coffee consumption. Drug Metab Dispos 37: 1749-1758.
37. Lees HJ, Swann JR, Wilson ID, Nicholson JK, Holmes E (2013) Hippurate: The natural history of a mammalian-microbial cometabolite. J Proteome Res 12: 1527-1546.
38. Obatomi DK, Bach PH (1998) Biochemistry and toxicology of the diterpenoid glycoside atractyloside. Food Chem Toxicol 36: 335-346. (Pubitemid 28255347)
39. Garrett R, Schmidt EM, Pereira LFP, Kitzberger CSG, Scholz MBS, et al. (2013) Discrimination of arabica coffee cultivars by electrospray ionization Fourier transform ion cyclotron resonance mass spectrometry and chemometrics. Lebensm Wiss Technol 50: 496-502.
40. Obermann H, Spiteller G (1976) Structures of coffee atractylosides. Chem Ber 109: 3450-3461.
41. Llorach R, Urpi-Sarda M, Jauregui O, Monagas M, Andres-Lacueva C (2009) An LC-MS-based metabolomics approach for exploring urinary metabolome modifications after cocoa consumption. J Proteome Res 8: 5060-5068.
42. Scalbert A, Brennan L, Fiehn O, Hankemeier T, Kristal BS, et al. (2009) Mass-spectrometry-based metabolomics: limitations and recommendations for future progress with particular focus on nutrition research. Metabolomics 5: 435-458.