Metabolomic fingerprint in patients at high risk of cardiovascular disease by cocoa intervention

被引:40
作者
Llorach, Rafael [1 ]
Urpi-Sarda, Mireia [1 ]
Tulipani, Sara [1 ,2 ]
Garcia-Aloy, Mar [1 ]
Monagas, Maria [3 ]
Andres-Lacueva, Cristina [1 ]
机构
[1] Univ Barcelona, Fac Pharm, Dept Nutr & Food Sci, XaRTA,INSA,Biomarkers & Nutr & Food Metabol Res G, E-08028 Barcelona, Spain
[2] Virgen de la Victoria Clin Hosp, IMABIS Fdn, Res Lab, Malaga, Spain
[3] CSIC UAM, Inst Invest Ciencias Alimentac CIAL, Madrid, Spain
关键词
Carnitine metabolism; Cocoa intervention; Metabolomics; Polyphenols metabolism; Tyrosine-O-sulfate; FLAVANOL-RICH COCOA; URINARY-EXCRETION; MASS-SPECTROMETRY; PHENOLIC-ACIDS; FOOD-SCIENCE; AMINO-ACIDS; CHOCOLATE; IDENTIFICATION; CONSUMPTION; METABOLITES;
D O I
10.1002/mnfr.201200736
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Scope Metabolomics approach is focused on identifying all metabolites present in a biological sample (metabolome). Consumption of cocoa products has been related to health benefits including positive effect on cardiovascular health. Methods and results Twenty volunteers were included in this randomized, crossover, and controlled clinical trial. After a 2-wk washout period, subjects received 40 g/day of cocoa powder with 500 mL skimmed milk (cocoa with skimmed milk intervention) or 500 mL/day of skimmed milk (skimmed milk intervention) for 4-wk. Urine (24 h) samples were collected at baseline and after each intervention and were analyzed by HPLC-hybrid quadrupole TOF in negative and positive ionization modes followed by multivariate analysis. This analysis revealed a marked separation between the cocoa with skimmed milk intervention and skimmed milk intervention and baseline periods. Thirty-nine compounds linked with cocoa intake, including alkaloid metabolites, polyphenol host and gut microbial metabolites (hydroxyphenylvalerolactones and hydroxyphenylvaleric acids), diketopiperazines and N-phenylpropenoyl-l-amino acids were identified. In the case of endogenous metabolites, putative identifications suggested that metabolites linked with carnitine metabolism and sulfation of tyrosine were decreased by the consumption of cocoa. Conclusion LC-MS metabolomics strategy allows the defining of a complex metabolic profile derived from cocoa phytochemicals. Likewise, the identification of endogenous markers could lead to new hypotheses to unravel the relationship between cocoa intake and cardiovascular diseases.
引用
收藏
页码:962 / 973
页数:12
相关论文
共 62 条
[11]   Differential effects of polyphenols and alcohol of red wine on the expression of adhesion molecules and inflammatory cytokines related to atherosclerosis: a randomized clinical trial [J].
Chiva-Blanch, Gemma ;
Urpi-Sarda, Mireia ;
Llorach, Rafael ;
Rotches-Ribalta, Maria ;
Guillen, Marisa ;
Casas, Rosa ;
Arranz, Sara ;
Valderas-Martinez, Palmira ;
Portoles, Olga ;
Corella, Dolores ;
Tinahones, Francisco ;
Lamuela-Raventos, Rosa M. ;
Andres-Lacueva, Cristina ;
Estruch, Ramon .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2012, 95 (02) :326-334
[12]   Chocolate and prevention of cardiovascular disease: A systematic review [J].
Ding, Eric L. ;
Hutfless, Susan M. ;
Ding, Xin ;
Girotra, Saket .
NUTRITION & METABOLISM, 2006, 3 (1)
[13]   CV-ANOVA for significance testing of PLS and OPLS® models [J].
Eriksson, Lennart ;
Trygg, Johan ;
Wold, Svante .
JOURNAL OF CHEMOMETRICS, 2008, 22 (11-12) :594-600
[14]   Acute and chronic effects of flavanol-rich cocoa on vascular function in subjects with coronary artery disease: a randomized double-blind placebo-controlled study [J].
Farouque, H. M. Omar ;
Leung, Michael ;
Hope, Sarah A. ;
Baldi, Mauro ;
Schechter, Clyde ;
Cameron, James D. ;
Meredith, Ian T. .
CLINICAL SCIENCE, 2006, 111 (01) :71-80
[15]   Foodomics: MS-based strategies in modern food science and nutrition [J].
Herrero, Miguel ;
Simo, Carolina ;
Garcia-Canas, Virginia ;
Ibanez, Elena ;
Cifuentes, Alejandro .
MASS SPECTROMETRY REVIEWS, 2012, 31 (01) :49-69
[16]   DETERMINATION AND SIGNIFICANCE OF L-TYROSINE O-SULFATE AND ITS DEAMINATED METABOLITES IN NORMAL HUMAN AND MOUSE URINE [J].
HEXT, PM ;
THOMAS, S ;
ROSE, FA ;
DODGSON, KS .
BIOCHEMICAL JOURNAL, 1973, 134 (02) :629-635
[17]   Flavonoids, flavonoid-rich foods, and cardiovascular risk: a meta-analysis of randomized controlled trials [J].
Hooper, Lee ;
Kroon, Paul A. ;
Rimm, Eric B. ;
Cohn, Jeffrey S. ;
Harvey, Ian ;
Le Cornu, Kathryn A. ;
Ryder, Jonathan J. ;
Hall, Wendy L. ;
Cassidy, Aedin .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2008, 88 (01) :38-50
[18]   Effects of chocolate, cocoa, and flavan-3-ols on cardiovascular health: a systematic review and meta-analysis of randomized trials [J].
Hooper, Lee ;
Kay, Colin ;
Abdelhamid, Asmaa ;
Kroon, Paul A. ;
Cohn, Jeffrey S. ;
Rimm, Eric B. ;
Cassidy, Aedin .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2012, 95 (03) :740-751
[19]   MassBank: a public repository for sharing mass spectral data for life sciences [J].
Horai, Hisayuki ;
Arita, Masanori ;
Kanaya, Shigehiko ;
Nihei, Yoshito ;
Ikeda, Tasuku ;
Suwa, Kazuhiro ;
Ojima, Yuya ;
Tanaka, Kenichi ;
Tanaka, Satoshi ;
Aoshima, Ken ;
Oda, Yoshiya ;
Kakazu, Yuji ;
Kusano, Miyako ;
Tohge, Takayuki ;
Matsuda, Fumio ;
Sawada, Yuji ;
Hirai, Masami Yokota ;
Nakanishi, Hiroki ;
Ikeda, Kazutaka ;
Akimoto, Naoshige ;
Maoka, Takashi ;
Takahashi, Hiroki ;
Ara, Takeshi ;
Sakurai, Nozomu ;
Suzuki, Hideyuki ;
Shibata, Daisuke ;
Neumann, Steffen ;
Iida, Takashi ;
Tanaka, Ken ;
Funatsu, Kimito ;
Matsuura, Fumito ;
Soga, Tomoyoshi ;
Taguchi, Ryo ;
Saito, Kazuki ;
Nishioka, Takaaki .
JOURNAL OF MASS SPECTROMETRY, 2010, 45 (07) :703-714
[20]   KEGG for integration and interpretation of large-scale molecular data sets [J].
Kanehisa, Minoru ;
Goto, Susumu ;
Sato, Yoko ;
Furumichi, Miho ;
Tanabe, Mao .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D109-D114