Assessment of the effect of high or low protein diet on the human urine metabolome as measured by NMR

Nutrients

Volumn 4, Issue 2, 2012, Pages 112-131

  Rasmussen, Lone G ^a   Winning, Hanne ^b   Savorani, Francesco ^a   Toft, Henrik ^b   Larsen, Thomas M ^a   Dragsted, Lars O ^a   Astrup, Arne ^a   Engelsen, Søren B ^a  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

^b Foss   (United States)

Author keywords

Chemometrics; Dietary intervention; Dietary protein; Metabolite profiles; Metabolomics; NMR spectroscopy

Indexed keywords

BIOLOGICAL MARKER; CITRIC ACID; CREATININE; NITROGEN; TRIMETHYLAMINE OXIDE;

ADULT; ARTICLE; BODY MASS; CHEMOMETRICS; CONTROLLED STUDY; CREATININE URINE LEVEL; FEMALE; FOOD COMPOSITION; HUMAN; INSTRUMENT VALIDATION; LOW CALORY DIET; MACRONUTRIENT; MAJOR CLINICAL STUDY; MALE; METABOLOME; METABOLOMICS; NITROGEN URINE LEVEL; OBESITY; PATIENT ASSESSMENT; PREDICTION; PROTEIN DIET; PROTON NUCLEAR MAGNETIC RESONANCE; THERAPY EFFECT; URINALYSIS; WEIGHT CHANGE; WEIGHT REDUCTION;

EID: 84857672348     PISSN: None     EISSN: 20726643     Source Type: Journal    
DOI: 10.3390/nu4020112     Document Type: Article

References (37)

1. Bingham, S.A. Biomarkers in nutritional epidemiology. Public Health Nutr. 2002, 5, 821-827.
2. Schoeller, D.A. How accurate is self-reported dietary energy intake? Nutr. Rev. 1990, 48, 373-379.
3. Briefel, R.R.; McDowell, M.A.; Alaimo, K.; Caughman, C.R.; Bischof, A.L.; Carroll, M.D.; Johnson, C.L. Total energy intake of the US population: The third National Health and Nutrition Examination Survey, 1988-1991. Am. J. Clin. Nutr. 1995, 62, 1072S-1080S.
4. Heitmann, B.L.; Lissner, L. Dietary underreporting by obese individuals-is it specific or non-specific? BMJ 1995, 311, 986-989.
5. Cross, A.J.; Ward, M.H.; Schenk, M.; Kulldorff, M.; Cozen, W.; Davis, S.; Colt, J.S.; Hartge, P.; Cerhan, J.R.; Sinha, R. Meat and meat-mutagen intake and risk of non-Hodgkin lymphoma: results from a NCI-SEER case-control study. Carcinogenesis 2006, 27, 293-297.
6. Cross, A.J.; Leitzmann, M.F.; Gail, M.H.; Hollenbeck, A.R.; Schatzkin, A.; Sinha, R. A prospective study of red and processed meat intake in relation to cancer risk. PLoS Med. 2007, 4, e325.
7. Verhoef, P.; van Vliet, T.; Olthof, M.R.; Katan, M.B. A high-protein diet increases postprandial but not fasting plasma total homocysteine concentrations: A dietary controlled, crossover trial in healthy volunteers. Am. J. Clin. Nutr. 2005, 82, 553-558.
8. Stella, C.; Beckwith-Hall, B.; Cloarec, O.; Holmes, E.; Lindon, J.C.; Powell, J.; van der Ouderaa, F.; Bingham, S.; Cross, A.J.; Nicholson, J.K. Susceptibility of human metabolic phenotypes to dietary modulation. J. Proteome Res. 2006, 5, 2780-2788.
9. 1H NMR spectroscopy and pattern recognition. Anal. Bioanal. Chem. 2010, 396, 1451-1463.
10. Larsen, T.M.; Dalskov, S.; van Baak, M.; Jebb, S.; Kafatos, A.; Pfeiffer, A.; Martinez, J.A.; Handjieva-Darlenska, T.; Kunesová, M.; Holst, C.; et al. The diet, obesity and genes (diogenes) dietary study in eight European countries-A comprehensive design for long-term intervention. Obes. Rev. 2010, 11, 76-91.
11. Moore, C.S.; Lindroos, A.K.; Kreutzer, M.; Larsen, T.M.; Astrup, A.; van Baak, M.A.; Handjieva-Darlenska, T.; Hlavaty, P.; Kafatos, A.; Kohl, A.; et al. Dietary strategy to manipulate ad libitum macronutrient intake, and glycaemic index, across eight European countries in the Diogenes Study. Obes. Rev. 2010, 11, 67-75.
12. Rasmussen, L.G.; Larsen, T.M.; Mortensen, P.K.; Due, A.; Astrup, A. Effect on 24-h energy expenditure of a moderate-fat diet high in monounsaturated fatty acids compared with that of a low-fat, carbohydrate-rich diet: A 6-mo controlled dietary intervention trial. Am. J. Clin. Nutr. 2007, 85, 1014-1022.
13. Rasmussen, L.G.; Savorani, F.; Larsen, T.M.; Dragsted, L.O.; Astrup, A.; Engelsen, S.B. Standardization of factors that influence human urine metabolomics. Metabolomics 2011, 7, 71-83.
14. Bingham, S.A. Urine nitrogen as a biomarker for the validation of dietary protein intake. J. Nutr. 2003, 133, 921S-924S.
15. Savorani, F.; Tomasi, G.; Engelsen, S.B. icoshift: A versatile tool for the rapid alignment of 1D NMR spectra. J. Magn. Reson. 2010, 202, 190-202.
16. Hotelling, H. Analysis of a complex of statistical variables into principal components. J. Educ. Psychol. 1933, 24, 498-520.
17. Barker, M.; Rayens, W. Partial least squares for discrimination. J. Chemom. 2003, 17, 166-173.
18. Nørgaard, L.; Saudland, A.; Wagner, J.; Nielsen, J.P.; Munck, L.; Engelsen, S.B. Interval partial least squares regression (iPLS): A comparative chemometric study with an example from near infrared spectroscopy. Appl. Spectrosc. 2000, 54, 413-419.
19. Savorani, F.; Kristensen, M.; Larsen, F.H.; Astrup, A.; Engelsen, S.B. High throughput prediction of chylomicron triglycerides in human plasma by nuclear magnetic resonance and chemometrics. Nutr. Metab. 2010, 7, 43.
20. Kristensen, M.; Savorani, F.; Ravn-Haren, G.; Poulsen, M.; Markowski, J.; Larsen, F.H.; Dragsted, L.O.; Engelsen, S.B. NMR and interval PLS as reliable methods for determination of cholesterol in rodent lipoprotein fractions. Metabolomics 2010, 6, 129-136.
21. Skov, A.R.; Toubro, S.; Raben, A.; Astrup, A. A method to achieve control of dietary macronutrient composition in ad libitum diets consumed by free-living subjects. Eur. J. Clin. Nutr. 1997, 51, 667-672.
22. Day, N.; McKeown, N.; Wong, M.; Welch, A.; Bingham, S. Epidemiological assessment of diet: A comparison of a 7-day diary with a food frequency questionnaire using urinary markers of nitrogen, potassium and sodium. Int. J. Epidemiol. 2001, 30, 309-317.
23. 1H NMR-based study of urine samples obtained from healthy British and Swedish subjects. J. Pharm. Biomed. Anal. 2004, 36, 841-849.
24. Walsh, M.C.; Brennan, L.; Pujos-Guillot, E.; Sébédio, J.L.; Scalbert, A.; Fagan, A.; Higgins, D.G.; Gibney, M.J. Influence of acute phytochemical intake on human urinary metabolomic profiles. Am. J. Clin. Nutr. 2007, 86, 1687-1693.
25. Holmes, E.; Loo, R.L.; Stamler, J.; Bictash, M.; Yap, I.K.; Chan, Q.; Ebbels, T.; de Iorio, M.; Brown, I.J.; Veselkov, K.A.; et al. Human metabolic phenotype diversity and its association with diet and blood pressure. Nature 2008, 453, 396-400.
26. 1H NMR spectroscopy based metabonomics for large-scale epidemiological research: The INTERMAP Study. Anal. Chem. 2006, 78, 2199-2208.
27. Yancey, P.H.; Rhea, M.D.; Kemp, K.M.; Bailey, D.M. Trimethylamine oxide, betaine and other osmolytes in deep-sea animals: Depth trends and effects on enzymes under hydrostatic pressure. Cell. Mol. Biol. 2004, 50, 371-376.
28. -13C NMR spectroscopy of human blood plasma. Anal. Chem. 1995, 67, 793-811.
29. 1H NMR spectroscopy characterisation of the complex metabolic pattern of urine from patients with inborn errors of metabolism: 2-Hydroxyglutaric aciduria and maple syrup urine disease. J. Pharm. Biomed. Anal. 1997, 15, 1647-1659.
30. Nicholls, A.W.; Mortishire-Smith, R.J.; Nicholson, J.K. NMR spectroscopic-based metabonomic studies of urinary metabolite variation in acclimatizing germ-free rats. Chem. Res. Toxicol. 2003, 16, 1395-1404.
31. Wishart, D.S.; Tzur, D.; Knox, C.; Eisner, R.; Guo, A.C.; Young, N.; Cheng, D.; Jewell, K.; Arndt, D.; Sawhney, S.; et al. HMDB: The human metabolome database. Nucleic Acids Res. 2007, 35, D521-D526.
32. Siener, R.; Hesse, A. The effect of different diets on urine composition and the risk of calcium oxalate crystallisation in healthy subjects. Eur. Urol. 2002, 42, 289-296.
33. Yang, W.J.; Wang, Y.W.; Zhou, Q.F.; Tang, H.R. Analysis of human urine metabolites using SPE and NMR spectroscopy. Sci. China Ser. B Chem. 2008, 51, 218-225.
34. Dragsted, L.O. Biomarkers of meat intake and the application of nutrigenomics. Meat Sci. 2009, 84, 301-307.
35. Bingham, S.A.; Gill, C.; Welch, A.; Cassidy, A.; Runswick, S.A.; Oakes, S.; Lubin, R.; Thurnham, D.I.; Key, T.J.; Roe, L. et al. Validation of dietary assessment methods in the UK arm of EPIC using weighed records, and 24-hour urinary nitrogen and potassium and serum vitamin C and carotenoids as biomarkers. Int. J. Epidemiol. 1997, 26, S137-S151.
36. Weber, J.L.; Reid, P.M.; Greaves, K.A.; DeLany, J.P.; Stanford, V.A.; Going, S.B.; Howell, W.H.; Houtkooper, L.B. Validity of self-reported energy intake in lean and obese young women, using two nutrient databases, compared with total energy expenditure assessed by doubly labeled water. Eur. J. Clin. Nutr. 2001, 55, 940-950.
37. The Diogenes project-Sponsor list. Available online: http://www.diogenes-eu.org/sponsors (accessed on 15 April 2010).