Publication:
Circulating Amino Acids and Risk of Peripheral Artery Disease in the PREDIMED Trial

dc.contributor.authorRazquin, Cristina
dc.contributor.authorRuiz-Canela, Miguel
dc.contributor.authorToledo, Estefania
dc.contributor.authorClish, Clary B.
dc.contributor.authorGuasch-Ferre, Marta
dc.contributor.authorGarcia-Gavilan, Jesus F.
dc.contributor.authorWittenbecher, Clemens
dc.contributor.authorAlonso-Gomez, Angel
dc.contributor.authorFito, Montse
dc.contributor.authorLiang, Liming
dc.contributor.authorCorella, Dolores
dc.contributor.authorGomez-Gracia, Enrique
dc.contributor.authorEstruch, Ramon
dc.contributor.authorFiol, Miquel
dc.contributor.authorSantos-Lozano, Jose M.
dc.contributor.authorSerra-Majem, Luis
dc.contributor.authorRos, Emilio
dc.contributor.authorAros, Fernando
dc.contributor.authorSalas-Salvado, Jordi
dc.contributor.authorHu, Frank B.
dc.contributor.authorMartinez-Gonzalez, Miguel A.
dc.contributor.authoraffiliation[Razquin, Cristina] Univ Navarra, Dept Prevent Med & Publ Hlth, IdiSNA Inst Invest Sanitaria Navarra, Pamplona 31008, Spain
dc.contributor.authoraffiliation[Ruiz-Canela, Miguel] Univ Navarra, Dept Prevent Med & Publ Hlth, IdiSNA Inst Invest Sanitaria Navarra, Pamplona 31008, Spain
dc.contributor.authoraffiliation[Toledo, Estefania] Univ Navarra, Dept Prevent Med & Publ Hlth, IdiSNA Inst Invest Sanitaria Navarra, Pamplona 31008, Spain
dc.contributor.authoraffiliation[Martinez-Gonzalez, Miguel A.] Univ Navarra, Dept Prevent Med & Publ Hlth, IdiSNA Inst Invest Sanitaria Navarra, Pamplona 31008, Spain
dc.contributor.authoraffiliation[Razquin, Cristina] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Ruiz-Canela, Miguel] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Toledo, Estefania] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Garcia-Gavilan, Jesus F.] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Alonso-Gomez, Angel] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Fito, Montse] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Corella, Dolores] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Estruch, Ramon] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Fiol, Miquel] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Santos-Lozano, Jose M.] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Serra-Majem, Luis] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Ros, Emilio] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Aros, Fernando] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Salas-Salvado, Jordi] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Martinez-Gonzalez, Miguel A.] Inst Salud Carlos III, CIBER Fisiopatol Obes & Nutr CIBERObn, Madrid 28029, Spain
dc.contributor.authoraffiliation[Clish, Clary B.] Harvard Univ, Broad Inst MIT, Cambridge, MA 02142 USA
dc.contributor.authoraffiliation[Guasch-Ferre, Marta] Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
dc.contributor.authoraffiliation[Wittenbecher, Clemens] Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
dc.contributor.authoraffiliation[Hu, Frank B.] Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
dc.contributor.authoraffiliation[Martinez-Gonzalez, Miguel A.] Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
dc.contributor.authoraffiliation[Guasch-Ferre, Marta] Univ Copenhagen, Dept Publ Hlth, Sect Epidemiol, DK-1165 Copenhagen, Denmark
dc.contributor.authoraffiliation[Guasch-Ferre, Marta] Univ Copenhagen, Novo Nord Fdn Ctr Basic Metab Res, DK-1353 Copenhagen, Denmark
dc.contributor.authoraffiliation[Garcia-Gavilan, Jesus F.] Univ Rovira i Virgili, Dept Bioquim & Biotecnol, Unitat Nutr Humana, Reus 43201, Spain
dc.contributor.authoraffiliation[Salas-Salvado, Jordi] Univ Rovira i Virgili, Dept Bioquim & Biotecnol, Unitat Nutr Humana, Reus 43201, Spain
dc.contributor.authoraffiliation[Garcia-Gavilan, Jesus F.] Hosp Univ San Joan Reus, Inst Invest Sanitaria Pere Virgili IISPV, Reus 43204, Spain
dc.contributor.authoraffiliation[Salas-Salvado, Jordi] Hosp Univ San Joan Reus, Inst Invest Sanitaria Pere Virgili IISPV, Reus 43204, Spain
dc.contributor.authoraffiliation[Wittenbecher, Clemens] Chalmers Univ Technol, Dept Biol & Biol Engn, Food & Nutr Sci Div, SciLifeLab, SE-41296 Gothenburg, Sweden
dc.contributor.authoraffiliation[Alonso-Gomez, Angel] Univ Basque Country UPV EHU, Araba Univ Hosp, Bioaraba Hlth Res Inst, Osakidetza Basque Hlth Serv, Vitoria 01009, Spain
dc.contributor.authoraffiliation[Aros, Fernando] Univ Basque Country UPV EHU, Araba Univ Hosp, Bioaraba Hlth Res Inst, Osakidetza Basque Hlth Serv, Vitoria 01009, Spain
dc.contributor.authoraffiliation[Fito, Montse] Inst Hosp del Mar Invest Med IMIM, Unit Cardiovasc Risk & Nutr, Barcelona 08003, Spain
dc.contributor.authoraffiliation[Liang, Liming] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol & Biostat, Boston, MA 02115 USA
dc.contributor.authoraffiliation[Corella, Dolores] Univ Valencia, Dept Prevent Med, Valencia 46100, Spain
dc.contributor.authoraffiliation[Gomez-Gracia, Enrique] Univ Malaga, Dept Prevent Med, Malaga 29071, Spain
dc.contributor.authoraffiliation[Estruch, Ramon] Univ Barcelona, Hosp Clin, Inst Invest Biomed August Pi Sunyer IDIBAPS, Dept Internal Med, Barcelona 08036, Spain
dc.contributor.authoraffiliation[Fiol, Miquel] Hosp Univ Son Espases, Plataforma Ensayos Clin, Inst Invest Sanitaria Illes Balears IdISBa, Palma De Mallorca 07120, Spain
dc.contributor.authoraffiliation[Santos-Lozano, Jose M.] Dist Sanitario Atenc Primaria Sevilla, Dept Family Med, Res Unit, Seville 41013, Spain
dc.contributor.authoraffiliation[Serra-Majem, Luis] Univ Las Palmas Gran Canaria, Res Inst Biomed & Hlth Sci IUIBS, Nutr Res Grp, Las Palmas Gran Canaria 35016, Spain
dc.contributor.authoraffiliation[Ros, Emilio] Univ Barcelona, Hosp Clin, Agust Pi Sunyer Biomed Res Inst IDIBAPS i, Dept Endocrinol & Nutr,Lipid Clin, Barcelona 08036, Spain
dc.contributor.authoraffiliation[Hu, Frank B.] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Channing Div Network Med, Boston, MA 02115 USA
dc.date.accessioned2023-05-03T14:02:59Z
dc.date.available2023-05-03T14:02:59Z
dc.date.issued2023-01-01
dc.description.abstractEffective prevention and risk prediction are important for peripheral artery disease (PAD) due to its poor prognosis and the huge disease burden it produces. Circulating amino acids (AA) and their metabolites may serve as biomarkers of PAD risk, but they have been scarcely investigated. The objective was to prospectively analyze the associations of baseline levels of plasma AA (and their pathways) with subsequent risk of PAD and the potential effect modification by a nutritional intervention with the Mediterranean diet (MedDiet). A matched case-control study was nested in the PREDIMED trial, in which participants were randomized to three arms: MedDiet with tree nut supplementation group, MedDiet with extra-virgin olive oil (EVOO) supplementation group or control group (low-fat diet). One hundred and sixty-seven PAD cases were matched with 250 controls. Plasma AA was measured with liquid chromatography/mass spectrometry at the Broad Institute. Baseline tryptophan, serine and threonine were inversely associated with PAD (ORfor 1 SD increase = 0.78 (0.61-0.99); 0.67 (0.51-0.86) and 0.75 (0.59-0.95), respectively) in a multivariable-adjusted conditional logistic regression model. The kynurenine/tryptophan ratio was directly associated with PAD (ORfor 1 SD increase = 1.50 (1.14-1.98)). The nutritional intervention with the MedDiet+nuts modified the association between threonine and PAD (p-value interaction = 0.018) compared with the control group. However, subjects allocated to the MedDiet+EVOO group were protected against PAD independently of baseline threonine. Plasma tryptophan, kynurenine/tryptophan ratio, serine and threonine might serve as early biomarkers of future PAD in subjects at a high risk of cardiovascular disease. The MedDiet supplemented with EVOO exerted a protective effect, regardless of baseline levels of threonine.
dc.identifier.doi10.3390/ijms24010270
dc.identifier.essn1422-0067
dc.identifier.unpaywallURLhttps://www.mdpi.com/1422-0067/24/1/270/pdf?version=1671797044
dc.identifier.urihttp://hdl.handle.net/10668/21193
dc.identifier.wosID915427700001
dc.issue.number1
dc.journal.titleInternational journal of molecular sciences
dc.journal.titleabbreviationInt. j. mol. sci.
dc.language.isoen
dc.organizationSevilla
dc.publisherMdpi
dc.rightsAttribution 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectperipheral artery disease
dc.subjectamino acids
dc.subjectmetabolomics
dc.subjectPREDIMED
dc.subjectcase-cohort
dc.subjectAssociation
dc.subjectPredictors
dc.subjectHealth
dc.subjectRatio
dc.subjectLife
dc.titleCirculating Amino Acids and Risk of Peripheral Artery Disease in the PREDIMED Trial
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number24
dc.wostypeArticle
dspace.entity.typePublication

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