0000000000433363

AUTHOR

Christopher Papandreou

showing 44 related works from this author

Plasma Metabolites Associated with Frequent Red Wine Consumption: A Metabolomics Approach within the PREDIMED Study

2019

SCOPE: The relationship between red wine (RW) consumption and metabolism is poorly understood. We aimed to assess the systemic metabolomic profiles in relation to frequent RW consumption as well as the ability of a set of metabolites to discriminate RW consumers. METHODS AND RESULTS: Cross-sectional analysis of 1,157 participants. Subjects were divided as non-RW consumers versus RW consumers (> 1 glass/day RW (100 mL/day)). Plasma metabolomics analysis was performed using LC-MS. Associations between 386 identified metabolites and RW consumption were assessed using elastic net regression analysis taking into consideration baseline significant covariates. Ten-cross-validation (CV) was perform…

Male0301 basic medicinePopulationWineBiologySensitivity and SpecificityArticleEating03 medical and health sciencesMetabolomicsLinear regressionHumansMetabolomicsFood scienceeducationAgedWineeducation.field_of_study030109 nutrition & dieteticsReceiver operating characteristicSmokingArea under the curveRegression analysisMiddle AgedPredimedDietBloodCross-Sectional Studies030104 developmental biologyArea Under CurveFemaleFood ScienceBiotechnologyMolecular Nutrition & Food Research
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Additional file 1: of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach within the PRE…

2017

Detailed metabolomic analysis procedure ([51, 52]). (DOCX 15 kb)

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Additional file 6: Figure S4. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) to discriminate between the baseline and final states in group 3 (suspected NAFLD reversion cases). Model diagnostics (A = 6, R2X = 0.628, Q2X = 0.235) (DOCX 42 kb)

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Fatty Acids Composition of Blood Cell Membranes and Peripheral Inflammation in the PREDIMED Study: A Cross-Sectional Analysis

2019

There is limited evidence from epidemiological studies for the inflammatory or anti-inflammatory properties of fatty acids in blood cell membranes. Therefore, this study examined associations between baseline (n = 282) and 1-year (n = 143) changes in the levels of fatty acids in blood cell membranes with circulating inflammatory markers in older adults at high cardiovascular risk. The data for this cross-sectional analysis was obtained from a case-control study within the PREDIMED study. Linear regression with elastic net penalty was applied to test associations between measured fatty acids and inflammatory markers. Several fatty acids were associated with interferon-&gamma

Male0301 basic medicinemedicine.medical_specialtyCross-sectional studyÀcids grassoslcsh:TX341-641Inflammation030204 cardiovascular system & hematologyfatty acidsArticleBlood cell03 medical and health sciences0302 clinical medicine:Ciencias de la Salud::Medicina preventiva [Materias Investigacion]Internal medicinemedicineHumansFatty acidsAgedcell membranesAged 80 and overInflammationBlood Cells030109 nutrition & dieteticsNutrition and DieteticsChemistryCell MembraneInterleukinMiddle AgedPredimedPeripheralCell membranesCross-Sectional StudiesMembraneEndocrinologymedicine.anatomical_structureinflammationCase-Control StudiesCytokinesFemaleFatty acid compositionmedicine.symptomlcsh:Nutrition. Foods and food supplyMembranes cel·lularsFood ScienceNutrients
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Cohort Profile: Design and methods of the PREDIMED-Plus randomized trial

2019

The PREDIMED (in Spanish: PREvención con DIeta MEDiterránea) primary prevention trial1–3 reported in 2013 that long-term adherence to an energy-unrestricted Mediterranean diet (MedDiet), supplemented with either extra-virgin olive oil (EVOO) or nuts, reduced cardiovascular disease (CVD). PREDIMED showed a 30% relative reduction in the composite cardiovascular primary endpoint (stroke, myocardial infarction or cardiovascular death).2,,3 However, the PREDIMED trial tested only the composition of the diet, but did not test other lifestyle interventions (i.e. energy reduction, increased physical activity (PA) and behavioural modification) frequently applied in the context of the current unprece…

MaleResearch designobesitymedicine.medical_specialtyTime FactorsEpidemiologyHealth StatusMEDLINE030204 cardiovascular system & hematologyDiet MediterraneanRisk Assessmentlaw.invention03 medical and health sciences0302 clinical medicineRandomized controlled trialRisk FactorslawSurveys and QuestionnairesmedicineHumansMulticenter Studies as Topic030212 general & internal medicineAgedRandomized Controlled Trials as TopicEvidence-Based Medicinebusiness.industryGeneral MedicineMiddle AgedPredimedDietCardiovascular DiseasesResearch DesignSpainSample size determinationSample SizeCohortPhysical therapyFemalepredimed trialRisk assessmentbusinessRisk Reduction BehaviorInternational Journal of Epidemiology
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Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach within the PREDIMED trial

2017

Background Limited prospective studies have examined changes in non-alcoholic fatty-liver disease (NAFLD) related serum-metabolites and none the effects of NAFLD-reversion. We aimed to evaluate whether perturbations in metabolites indicate predisposition to NAFLD development and to assess the effects of NAFLD reversion on metabolite profiles. Methods A targeted liquid-chromatography tandem mass-spectrometry metabolic profiling (n = 453 metabolites) approach was applied, using serum from 45 subjects of the PREDIMED study, at baseline and after a median 3.8-year follow-up. NAFLD was determined using the hepatic steatosis index; with three groups classified and studied: Group 1, not characteri…

0301 basic medicinemedicine.medical_specialtyEndocrinology Diabetes and MetabolismMetaboliteMedicine (miscellaneous)lcsh:TX341-641Clinical nutritionBiology03 medical and health scienceschemistry.chemical_compoundFetge--MalaltiesInternal medicineLipid biosynthesisHepatic lipotoxicitymedicineMetabolomicsProspective cohort studylcsh:RC620-627Nutrition and DieteticsFatty acid metabolismResearchFatty livernutritional and metabolic diseasesmedicine.diseasedigestive system diseaseslcsh:Nutritional diseases. Deficiency diseases030104 developmental biologyEndocrinologychemistryLipotoxicityFatty acid metabolismSteatosislcsh:Nutrition. Foods and food supplyNon-alcoholic fatty liver diseaseNutrition & Metabolism
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Plasma Metabolites Associated with Coffee Consumption: A Metabolomic Approach within the PREDIMED Study

2019

Few studies have examined the association of a wide range of metabolites with total and subtypes of coffee consumption. The aim of this study was to investigate associations of plasma metabolites with total, caffeinated, and decaffeinated coffee consumption. We also assessed the ability of metabolites to discriminate between coffee consumption categories. This is a cross-sectional analysis of 1664 participants from the PREDIMED study. Metabolites were semiquantitatively profiled using a multiplatform approach. Consumption of total coffee, caffeinated coffee and decaffeinated coffee was assessed by using a validated food frequency questionnaire. We assessed associations between 387 metabolit…

0301 basic medicinePREDIMEDMalehumanosestudios de casos y controlescoffeeLibrary sciencelcsh:TX341-641030209 endocrinology & metabolismCoffee consumptionCoffeeArticleCohort Studies03 medical and health sciencesPlasma0302 clinical medicineCoffeescafeínaPolitical scienceCaffeinemetabolómicaHumansMetabolomicsestudios de cohortesmediana edadplasmaAgedanciano030109 nutrition & dieteticsNutrition and DieteticscaféMiddle AgedPredimedPredimedmetabolomicsCross-Sectional StudiesCase-Control StudiesChristian ministryFemalelcsh:Nutrition. Foods and food supplyestudios transversalesFood Science
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Effect of a Lifestyle Intervention Program With Energy-Restricted Mediterranean Diet and Exercise on Weight Loss and Cardiovascular Risk Factors: One…

2018

OBJECTIVE The long-term impact of intentional weight loss on cardiovascular events remains unknown. We describe 12-month changes in body weight and cardiovascular risk factors in PREvención con DIeta MEDiterránea (PREDIMED)-Plus, a trial designed to evaluate the long-term effectiveness of an intensive weight loss lifestyle intervention on primary cardiovascular prevention. RESEARCH DESIGN AND METHODS Overweight/obese adults with metabolic syndrome aged 55–75 years (n = 626) were randomized to an intensive weight loss lifestyle intervention based on an energy-restricted Mediterranean diet, physical activity promotion, and behavioral support (IG) or a control group (CG). The primary and seco…

Blood GlucoseMalemedicine.medical_specialtyMediterranean dietEndocrinology Diabetes and Metabolism030209 endocrinology & metabolismOverweightDiet Mediterraneanlaw.inventionPrediabetic State03 medical and health sciences0302 clinical medicineRandomized controlled triallawWeight lossBehavior TherapyRisk FactorsDiabetes mellitusInternal medicineWeight LossInternal MedicineMedicineHumans030212 general & internal medicineObesityExercise physiologyExerciseLife StyleAgedCaloric RestrictionAdvanced and Specialized NursingMetabolic Syndromebusiness.industryLeptinMiddle AgedOverweightmedicine.diseaseExercise TherapyCardiovascular DiseasesFemalemedicine.symptomMetabolic syndromebusinessFollow-Up Studies
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Plasma trimethylamine-N-oxide and related metabolites are associated with type 2 diabetes risk in the Prevención con Dieta Mediterránea (PREDIMED) tr…

2018

Background The role of trimethylamine-N-oxide (TMAO) in type 2 diabetes (T2D) is currently partially understood and controversial. Objective The aim of this study was to investigate associations between TMAO and related metabolites with T2D risk in subjects at high risk of cardiovascular disease. Design This is a case-cohort design study within the Prevencion con Dieta Mediterranea (PREDIMED) study, with 251 incident T2D cases and a random sample of 694 participants (641 noncases and 53 overlapping cases) without T2D at baseline (median follow-up: 3.8 y). We used liquid chromatography-tandem mass spectrometry to measure plasma TMAO, l-carnitine, betaine, lyso-phosphatidylcholine (LPC) and l…

Male0301 basic medicinemedicine.medical_specialtyMedicine (miscellaneous)030209 endocrinology & metabolismTrimethylamine N-oxideType 2 diabetesDiet MediterraneanLower riskGastroenterologyCohort StudiesMethylamines03 medical and health scienceschemistry.chemical_compound0302 clinical medicineRisk FactorsDiabetes mellitusInternal medicineHumansNutsMedicineCholineAgedNutrition and Dieteticsbusiness.industryCase-control studyMiddle Agedmedicine.diseaseOriginal Research Communications030104 developmental biologyDiabetes Mellitus Type 2QuartilechemistryCase-Control StudiesFemalelipids (amino acids peptides and proteins)businessCohort studyThe American Journal of Clinical Nutrition
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High Plasma Glutamate and a Low Glutamine-to-Glutamate Ratio Are Associated with Increased Risk of Heart Failure but Not Atrial Fibrillation in the P…

2020

[Background] Although the association between glutamate and glutamine in relation to cardiometabolic disorders has been evaluated, the role of these metabolites in the development of atrial fibrillation (AF) and heart failure (HF) remains unknown.

Blood GlucoseMalePREDIMEDmedicine.medical_specialtyGlutaminePopulationGlutamic AcidMedicine (miscellaneous)Heart failureDiet MediterraneanBody Mass IndexRisk FactorsOriginal Research ArticlesInternal medicinemedicineHumanseducationAgededucation.field_of_studyNutrition and Dieteticsbusiness.industryIncidence (epidemiology)Glutamate receptorAtrial fibrillationMiddle Agedmedicine.diseaseLipidsPredimedAtrial fibrillationGlutamineEndocrinologyQuartileCase-Control StudiesHeart failureFemaleGlutamatebusiness
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Plasma Acylcarnitines and Risk of Type 2 Diabetes in a Mediterranean Population at High Cardiovascular Risk

2019

[Context] The potential associations between acylcarnitine profiles and incidence of type 2 diabetes (T2D) and whether acylcarnitines can be used to improve diabetes prediction remain unclear.

Malemedicine.medical_specialtyEndocrinology Diabetes and MetabolismClinical BiochemistryPopulation030209 endocrinology & metabolismContext (language use)Type 2 diabetes030204 cardiovascular system & hematologyDiet MediterraneanBiochemistry03 medical and health sciences0302 clinical medicineEndocrinologyRisk FactorsCarnitineDiabetes mellitusInternal medicineHumansMetabolomicsMedicineProspective StudieseducationClinical Research ArticlesAgedAged 80 and overeducation.field_of_studybusiness.industryProportional hazards modelIncidenceBiochemistry (medical)Hazard ratioCase-control studyfood and beveragesMiddle AgedPrognosismedicine.diseaseEndocrinologyDiabetes Mellitus Type 2ROC CurveCardiovascular DiseasesCase-Control StudiesRelative riskFemalebusinessBiomarkersFollow-Up StudiesThe Journal of Clinical Endocrinology & Metabolism
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Additional file 5: Figure S3. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) to discriminate between the baseline and final states in group 2 (suspected cases of NAFLD). Model diagnostics (A = 6, R2X = 0.624, Q2X = 0.179) (DOCX 39 kb)

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Additional file 4: Figure S2. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) model to discriminate between the baseline and final states in group 1 (participants not meeting the NAFLD criteria at baseline and at the end of follow-up). Model diagnostics (A = 6, R2X = 0.621, Q2X = 0.160) (DOCX 43 kb)

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Choline Metabolism and Risk of Atrial Fibrillation and Heart Failure in the PREDIMED Study

2020

Abstract Background Few studies have examined the associations of trimethylamine-N-oxide (TMAO) and its precursors (choline, betaine, dimethylglycine, and L-carnitine) with the risk of atrial fibrillation (AF) and heart failure (HF). This study sought to investigate these associations. Methods Prospective associations of these metabolites with incident AF and HF were examined among participants at high cardiovascular risk in the PREDIMED study (PREvención con DIeta MEDiterránea) after follow-up for about 10 years. Two nested case-control studies were conducted, including 509 AF incident cases matched to 618 controls and 326 HF incident cases matched to 426 controls. Plasma levels of TMAO an…

Malemedicine.medical_specialtyClinical BiochemistryTrimethylamine N-oxide030204 cardiovascular system & hematologyGastroenterologyCholineDimethylglycineMethylamines03 medical and health scienceschemistry.chemical_compound0302 clinical medicineBetaineRisk FactorsCarnitineInternal medicineAtrial FibrillationmedicineHumansCholineProspective Studies030212 general & internal medicineAgedHeart Failurebusiness.industryBiochemistry (medical)SarcosineAtrial fibrillationArticlesOdds ratiomedicine.diseaseBetainechemistryQuartileCase-Control StudiesHeart failureFemalebusinessClinical Chemistry
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Cross-sectional associations of objectively-measured sleep characteristics with obesity and type 2 diabetes in the PREDIMED-Plus trial.

2018

Study Objectives: To examine independent and combined associations of sleep duration and sleep variability with body composition, obesity and type 2 diabetes (T2D) in elders at high cardiovascular risk. Methods: Cross-sectional analysis of 1986 community-dwelling elders with overweight/obesity and metabolic syndrome from PREDIMEDPlus trial. Associations of accelerometry-derived sleep duration and sleep variability with body mass index (BMI), waist circumference (WC) and body composition were assessed fitting multivariable-adjusted linear regression models. Prevalence ratios (PR) and 95% confidence intervals (CI) for obesity and T2D were obtained using multivariable-adjusted Cox regression w…

Malemedicine.medical_specialtyWaist030209 endocrinology & metabolismType 2 diabetesOverweightBody Mass Index03 medical and health sciences0302 clinical medicineRisk FactorsPhysiology (medical)Internal medicineSleep Initiation and Maintenance DisordersAccelerometrymedicineHumansObesityAdiposityAgedMetabolic Syndromebody compositionnight-to-night sleep variabilitybusiness.industryMiddle Agedmedicine.diseaseObesityConfidence intervalCross-Sectional StudiesDiabetes Mellitus Type 2sleep durationFemaleNeurology (clinical)Android fat distributiontype 2 diabetesmedicine.symptomMetabolic syndromeWaist CircumferencebusinessSleepBody mass index030217 neurology & neurosurgery
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Legume consumption is inversely associated with type 2 diabetes incidence in adults: A prospective assessment from the PREDIMED study

2018

Background & aims: Legumes, a low-energy, nutrient-dense and low glycemic index food, have shown beneficial effects on glycemic control and adiposity. As such, legumes are widely recommended in diabetic diets, even though there is little evidence that their consumption protects against type 2 diabetes. Therefore the aim of the present study was to examine the associations between consumption of total legumes and specific subtypes, and type 2 diabetes risk. We also investigated the effect of theoretically substituting legumes for other protein- or carbohydrate-rich foods. Methods: Prospective assessment of 3349 participants in the PREvención con DIeta MEDiterránea (PREDIMED) study without ty…

0301 basic medicineGerontologyBlood GlucoseMaleLentilsMediterranean dietPREDIMED-study030209 endocrinology & metabolismContext (language use)Type 2 diabetesCritical Care and Intensive Care MedicineLower riskDiet Mediterranean03 medical and health sciences0302 clinical medicineRisk FactorsDiabetes mellitusmedicineHumansProspective StudiesGlycemicAdiposityAgedProportional Hazards Models030109 nutrition & dieteticsNutrition and Dieteticsbusiness.industryFabaceaeType 2 diabetesMiddle Agedmedicine.diseaseLegumesDietGlycemic indexQuartileDiabetes Mellitus Type 2Glycemic IndexFemalebusinessDemographyFollow-Up Studies
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Additional file 5: Figure S3. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) to discriminate between the baseline and final states in group 2 (suspected cases of NAFLD). Model diagnostics (A = 6, R2X = 0.624, Q2X = 0.179) (DOCX 39 kb)

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Additional file 11: Figure S9. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wi…

2017

Volcano plot [−log10 (p-value) vs. log2 (fold-change)] for the comparison between the baseline and final states in group 3 (suspected NAFLD reversion cases). Abbreviations: AA, amino acids; SFA, saturated fatty acids; PUFA, polyunsaturated fatty acids; MUFA, monounsaturated fatty acids; NAE, N-acyl ethanolamines; FFAox, free fatty acid oxidised; AC, acyl carnitines; PC, phosphatidylcholine; LPC, lysophosphatidylcholine; PE, phatidylethanolamine; LPE, lysophosphatidylethanolamine; PI, phatidylinositols; LPI, lysophosphatidylinositols; Cer, ceramides; SM, sphingomyelin; ChoE, cholesteryl esters; Chol, cholesterol; TAG, triacylglycerols; DAG, diacylglycerols, BA, bile acids; CMH, monohexosylce…

lipids (amino acids peptides and proteins)
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Plasma Metabolomic Profiles of Glycemic Index, Glycemic Load, and Carbohydrate Quality Index in the PREDIMED Study

2020

Background The quality of carbohydrate consumed, assessed by the glycemic index (GI), glycemic load (GL), or carbohydrate quality index (CQI), affects the postprandial glycemic and insulinemic responses, which have been implicated in the etiology of several chronic diseases. However, it is unclear whether plasma metabolites involved in different biological pathways could provide functional insights into the role of carbohydrate quality indices in health. Objectives We aimed to identify plasma metabolomic profiles associated with dietary GI, GL, and CQI. Methods The present study is a cross-sectional analysis of 1833 participants with overweight/obesity (mean age = 67 y) from 2 case-cohort s…

Malemedicine.medical_specialtyPopulationMedicine (miscellaneous)Overweightchemistry.chemical_compoundInternal medicineGlycemic loadmedicineDietary CarbohydratesHumansMetabolomicsGenomics Proteomics and MetabolomicseducationGlycemicAgededucation.field_of_studyNutrition and Dieteticsbusiness.industryGlycemic LoadMiddle Agedmedicine.diseaseObesityDietGlycemic indexEndocrinologyPostprandialCross-Sectional StudieschemistryGlycemic IndexFemalemedicine.symptomCotininebusinessBiomarkers
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Additional file 7: Figure S5. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Heatmap representing individual metabolomic features obtained from the comparisons between the three baseline states in groups 1, 2 and 3.Heatmapcolor codes for log2 (fold-change) and ANOVA and Tukey’s Honestly Significance Difference post hoc test p-values are indicated at the bottom of the Figure. Darker green and red colors indicate higher drops or elevations of the metabolite levels in every comparison. Grey lines correspond to significant fold-changes of individual metabolites, darker grey colors have been used to highlight higher significances (p

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Plasma Metabolomics Profiles are Associated with the Amount and Source of Protein Intake: A Metabolomics Approach within the PREDIMED Study.

2020

SCOPE: The plasma metabolomics profiles of protein intake has been rarely investigated. We aimed to identify the distinct plasma metabolomics profiles associated with overall intakes of protein as well as with intakes from animal and plant protein sources. METHODS AND RESULTS: Cross-sectional analysis using data from 1,833 participants at high risk of cardiovascular disease. Plasma metabolomics analysis was performed using LC-MS. Associations between 385 identified metabolites and the intake of total, animal protein (AP) and plant protein (PP), and plant-to-animal ratio (PR) were assessed using elastic net continuous regression analyses. A double 10-cross-validation (CV) procedure was used …

0301 basic medicineMalePlasmalogenPlant Proteins DietaryArticleDimethylglycine03 medical and health scienceschemistry.chemical_compoundMetabolomicsAllantoinTrigonellineLipidomicsmedicineAnimalsHumansMetabolomicsFood scienceCarnitineAged030109 nutrition & dieteticsMiddle Aged030104 developmental biologyBloodCross-Sectional StudieschemistryDiabetes Mellitus Type 2Plant proteinCardiovascular DiseasesFemaleDietary ProteinsFood ScienceBiotechnologymedicine.drugMolecular nutritionfood research
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Long Daytime Napping Is Associated with Increased Adiposity and Type 2 Diabetes in an Elderly Population with Metabolic Syndrome.

2019

The authors especially thank the PREDIMED-Plus participants for their enthusiastic collaboration, the PREDIMED-Plus personnel for their outstanding support, and the personnel of all associated primary care centers for their exceptional effort. Centros de Investigación Biomédica en Red: Obesidad y Nutrición (CIBEROBN), Centros de Investigación Biomédica en Red: Epidemiología y Salud Pública (CIBERESP) and Centros de Investigación Biomédica en Red: Diabetes y Enfermedades Metabólicas asociadas (CIBERDEM) are initiatives of Instituto de Salud Carlos III (ISCIII), Madrid, Spain. We thank the PREDIMED-Plus Biobank Network, part of the National Biobank Platform of ISCIII for storing and managing …

Síndrome metabòlicaWaistlcsh:MedicineDietética y nutrición030209 endocrinology & metabolismbody mass indexType 2 diabetesOverweightArticleDiabetis no-insulinodependent03 medical and health sciencesnap0302 clinical medicinemental disordersEndocrinologíaMedicineNon-insulin-dependent diabetes2. Zero hungerbusiness.industrylcsh:Rfunginutritional and metabolic diseasesActigraphyPREDIMED-Plus studyPREDIMED-PlusGeneral Medicinemedicine.diseasewaist circumferenceObesityMetabolic syndrome3. Good healthNapPREDIMED-Plus actigraphy body mass index nap type 2 diabetes waist circumferencetype 2 diabetesmedicine.symptomMetabolic syndromebusinessBody mass indexhuman activities030217 neurology & neurosurgerypsychological phenomena and processesDemographyactigraphy
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Additional file 3: Figure S1. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) model to discriminate between the three baseline states in groups 1, 2 and 3. Model diagnostics (A = 8, R2X = 0.651, Q2X = 0.264) (DOCX 43 kb)

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Legume consumption and risk of all-cause, cardiovascular, and cancer mortality in the PREDIMED study.

2018

BACKGROUND & AIMS: Limited prospective studies have examined the association between legumes consumption and mortality, whereas scarce, if at all, previous studies have evaluated such associations taking into consideration specific grain legumes. We aimed to investigate the association between total legumes consumption and grain legumes species (dry beans, chickpeas, lentils, and fresh peas) with all-cause, cardiovascular disease (CVD), cancer and other-cause mortality among elderly Mediterranean individuals at high CVD risk. METHODS: We prospectively assessed 7216 participants from the PREvención con DIeta MEDiterránea study. Dietary intake was assessed at baseline and yearly during follow…

0301 basic medicinePREDIMEDMaleDiseaseCritical Care and Intensive Care MedicineLower riskCardiovascularDiet MediterraneanCohort Studies03 medical and health sciencesRisk FactorsNeoplasmsMedicineHumansProspective StudiesMortalityCàncerProspective cohort studyLegumeCancerAgedConsumption (economics)Aged 80 and over030109 nutrition & dieteticsNutrition and Dieteticsbusiness.industryHazard ratioCancerFabaceaeMiddle Agedmedicine.diseaseLegumesConfidence intervalCardiovascular DiseasesSpainFemalebusinessllegums -- ConsumDemographyFollow-Up Studies
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Additional file 2: of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach within the PRE…

2017

Estimation of the index of enzyme activities. (DOCX 11 kb)

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Changes in arginine are inversely associated with type 2 diabetes: A case-cohort study in the PREDIMED trial

2018

The associations between arginine‐based metabolites and incident type 2 diabetes (T2D) are unknown. We employed a case‐cohort design, nested within the PREDIMED trial, to examine six plasma metabolites (arginine, citrulline, ornithine, asymmetric dimethylarginine [ADMA], symmetric dimethylarginine [SDMA] and N‐monomethyl‐l‐arginine [NMMA]) among 892 individuals (251 cases) for associations with incident T2D and insulin resistance. Weighted Cox models with robust variance were used. The 1‐year changes in arginine (adjusted hazard ratio [HR] per SD 0.68, 95% confidence interval [CI] 0.49, 0.95; Q4 vs. Q1 0.46, 95% CI 0.21, 1.04; P trend = 0.02) and arginine/ADMA ratio (adjusted HR per SD 0.73…

MaleOrnithineArginineEndocrinology Diabetes and MetabolismType 2 diabetes030204 cardiovascular system & hematologyDiet MediterraneanCohort Studieschemistry.chemical_compound0302 clinical medicineEndocrinologyRisk FactorsObservational studyCitrullineDiet Fat-RestrictedAged 80 and overIncidenceType 2 diabetesMiddle AgedOrnithineHomeostatic model assessmentFemaleCohort studyPopulation studymedicine.medical_specialtypopulation study type 2 diabetes030209 endocrinology & metabolismArginineArticle03 medical and health sciencesInsulin resistanceDiabetes mellitusInternal medicineInternal MedicinemedicineHumansAgedomega-N-Methylargininebusiness.industryInsulin resistancemedicine.diseaseDietary interventionEndocrinologyDiabetes Mellitus Type 2chemistryCase-Control StudiesCitrullineAsymmetric dimethylargininebusiness
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Association of Tryptophan Metabolites with Incident Type 2 Diabetes in the PREDIMED Trial: A Case–Cohort Study

2018

Abstract BACKGROUND Metabolites of the tryptophan–kynurenine pathway (i.e., tryptophan, kynurenine, kynurenic acid, quinolinic acid, 3-hydroxyanthranilic) may be associated with diabetes development. Using a case–cohort design nested in the Prevención con Dieta Mediterránea (PREDIMED) study, we studied the associations of baseline and 1-year changes of these metabolites with incident type 2 diabetes (T2D). METHODS Plasma metabolite concentrations were quantified via LC-MS for n = 641 in a randomly selected subcohort and 251 incident cases diagnosed during 3.8 years of median follow-up. Weighted Cox models adjusted for age, sex, body mass index, and other T2D risk factors were used. RESULTS …

Male0301 basic medicinemedicine.medical_specialtyMetaboliteClinical Biochemistry030209 endocrinology & metabolismTriptòfanType 2 diabetesDiet MediterraneanArticleCohort Studies03 medical and health scienceschemistry.chemical_compound0302 clinical medicineKynurenic acidRisk FactorsInternal medicinemedicineHomeostasisHumansDiabetisbusiness.industryDiabetesBiochemistry (medical)Hazard ratioTryptophanTryptophanmedicine.disease030104 developmental biologyEndocrinologyEstudi de casoschemistryDiabetes Mellitus Type 2Case-Control StudiesHomeostatic model assessmentFemaleCase studiesInsulin ResistancebusinessKynurenineQuinolinic acid
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Additional file 9: Figure S7. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Volcano plot [−log10 (p-value) vs. log2 (fold-change)] for the comparison between the baseline and final states in group 1 (not meeting the NAFLD criteria at baseline and during the follow-up).Abbreviations: AA, amino acids; SFA, saturated fatty acids; PUFA, polyunsaturated fatty acids; MUFA, monounsaturated fatty acids; NAE, N-acyl ethanolamines; FFAox, free fatty acid oxidised; AC, acyl carnitines; PC, phosphatidylcholine; LPC, lysophosphatidylcholine; PE, phatidylethanolamine; LPE, lysophosphatidylethanolamine; PI, phatidylinositols; LPI, lysophosphatidylinositols; Cer, ceramides; SM, sphingomyelin; ChoE, cholesteryl esters; Chol, cholesterol; TAG, triacylglycerols; DAG, diacylglycerols,…

lipids (amino acids peptides and proteins)
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MOESM1 of Isotemporal substitution of inactive time with physical activity and time in bed: cross-sectional associations with cardiometabolic health …

2019

Additional file 1: Table S1. Associations of total inactive time with adiposity indicators and cardio-metabolic risk factors (with further adjustment for light physical activity, instead of moderate-to-vigorous physical activity). Table S2. Associations of total inactive time with adiposity indicators and cardio-metabolic risk factors (with further adjustment for light physical activity, instead of moderate-to-vigorous physical activity and waist circumference as an indicator of adiposity). Table S3. Prevalence ratio of metabolic syndrome parameters according to tertiles of sedentary time (with further adjustment for light physical activity, instead of moderate-to-vigorous physical activity…

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Additional file 3: Figure S1. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) model to discriminate between the three baseline states in groups 1, 2 and 3. Model diagnostics (A = 8, R2X = 0.651, Q2X = 0.264) (DOCX 43 kb)

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Cross-Sectional Associations between HDL Structure or Function, Cell Membrane Fatty Acid Composition, and Inflammation in Elderly Adults.

2022

Background Cell membrane fatty acid composition has been related to inflammation and cardiovascular risk. Dysregulation of HDL functionis also considered a cardiovascular risk factor. Objective We aimed to investigate whether the content of cell membrane fatty acids and HDL functionality are linked to each other as well as to inflammation. Methods This cross-sectional analysis involved 259 participants (67.9 y) with overweight/obesity (body mass index 29.5 kg/m2) from a coronary heart disease case-control study nested within the PREDIMED trial for which HDL functional parameters (Apolipoproteins (Apo) A-1, A-IV and C-III, cholesterol efflux capacity (CEC), HDL oxidative inflammatory index (…

medicine.medical_specialtyPopulationMedicine (miscellaneous)Inflammation030204 cardiovascular system & hematologyBlood cellCell membrane03 medical and health scienceschemistry.chemical_compound0302 clinical medicineInternal medicinemedicineHumansSerum amyloid ARisk factoreducation030304 developmental biologyAgedInflammation0303 health scienceseducation.field_of_studyApolipoprotein C-IIINutrition and DieteticsApolipoprotein A-IChemistryCholesterolInterleukin-6Cell MembraneCholesterol HDLFatty AcidsInterleukin-83. Good healthmedicine.anatomical_structureEndocrinologyCross-Sectional StudiesCardiovascular DiseasesCase-Control Studieslipids (amino acids peptides and proteins)medicine.symptomBody mass indexBiomarkersThe Journal of nutrition
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Additional file 4: Figure S2. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) model to discriminate between the baseline and final states in group 1 (participants not meeting the NAFLD criteria at baseline and at the end of follow-up). Model diagnostics (A = 6, R2X = 0.621, Q2X = 0.160) (DOCX 43 kb)

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Additional file 8: Figure S6. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Heatmap representing individual metabolomic features obtained from all the comparisons made between the final and the baseline states in groups 1, 2 and 3. Heatmapcolor codes for log2 (fold-change) and Student’s t-test p-values are indicated at the bottom of the Figure. Darker green and red colors indicate higher drops or elevations of the metabolite levels in every comparison. Grey lines correspond to significant fold-changes of individual metabolites, darker grey colors have been used to highlight higher significances (p

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Additional file 10: Figure S8. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wi…

2017

Volcano plot [−log10 (p-value) vs. log2 (fold-change)] for the comparison between the baseline and final states in group 2 (suspected cases of NAFLD). Abbreviations: AA, amino acids; SFA, saturated fatty acids; PUFA, polyunsaturated fatty acids; MUFA, monounsaturated fatty acids; NAE, N-acyl ethanolamines; FFAox, free fatty acid oxidised; AC, acyl carnitines; PC, phosphatidylcholine; LPC, lysophosphatidylcholine; PE, phatidylethanolamine; LPE, lysophosphatidylethanolamine; PI, phatidylinositols; LPI, lysophosphatidylinositols; Cer, ceramides; SM, sphingomyelin; ChoE, cholesteryl esters; Chol, cholesterol; TAG, triacylglycerols; DAG, diacylglycerols, BA, bile acids; CMH, monohexosylceramides…

lipids (amino acids peptides and proteins)
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Isotemporal substitution of inactive time with physical activity and time in bed: cross-sectional associations with cardiometabolic health in the PRE…

2019

Background: This study explored the association between inactive time and measures of adiposity, clinical parameters, obesity, type 2 diabetes and metabolic syndrome components. It further examined the impact of reallocating inactive time to time in bed, light physical activity (LPA) or moderate-to-vigorous physical activity (MVPA) on cardio-metabolic risk factors, including measures of adiposity and body composition, biochemical parameters and blood pressure in older adults. Methods: This is a cross-sectional analysis of baseline data from 2189 Caucasian men and women (age 55-75 years, BMI 27-40 Kg/m(2)) from the PREDIMED-Plus study (http://www.predimedplus.com/). All participants had >= 3…

MalesueñoTime FactorshumanosMedicine (miscellaneous)ejercicio físicoType 2 diabetes030204 cardiovascular system & hematologyLogistic regressiontriglicéridosIsotemporal substitutionchemistry.chemical_compound0302 clinical medicineRisk FactorsAccelerometryInactive timeModerate-to-vigorous physical activityModerate to vigorous physical activityTime in bedlcsh:RC620-627mediana edadAdiposityCardiometabolic risk Inactive time Isotemporal substitution Light physical activity Moderate to vigorous physical activity Time in bedMetabolic SyndromeancianoNutrition and Dieteticslcsh:Public aspects of medicinecolesterolMiddle AgedLight physical activity3. Good healthlcsh:Nutritional diseases. Deficiency diseasesCholesterolCardiovascular diseasesFemaleadiposidadWaist Circumferencemedicine.medical_specialtyWaistRestPhysical Therapy Sports Therapy and RehabilitationClinical nutrition03 medical and health sciencesfactores de tiempo:Ciencias de la Salud::Medicina preventiva [Materias Investigacion]Internal medicineacelerometríaDiabetes Mellitusmedicinefactores de riesgoHumansObesityobesidadExerciseTriglyceridesAgedRetrospective Studiesperímetro abdominalMalalties cardiovascularsbusiness.industryResearchestudios retrospectivosCholesterol HDLlcsh:RA1-1270030229 sport sciencesPhysical fitnessmedicine.diseaseObesityUnited KingdomCardiometabolic riskCross-Sectional StudiesBlood pressureDiabetes Mellitus Type 2chemistryDescansGlycated hemoglobinSedentary BehaviorMetabolic syndromeSleepbusinessestudios transversalesCondició físicaInternational Journal of Behavioral Nutrition and Physical Activity
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Sleep Duration is Inversely Associated with Serum Uric Acid Concentrations and Uric Acid to Creatinine Ratio in an Elderly Mediterranean Population a…

2019

The aim of the study was to evaluate sleep duration and sleep variability in relation to serum uric acid (SUA) concentrations and SUA to creatinine ratio. This is a cross-sectional analysis of baseline data from 1842 elderly participants with overweight/obesity and metabolic syndrome in the (Prevencion con Dieta Mediterranea) PREDIMED-Plus trial. Accelerometry-derived sleep duration and sleep variability were measured. Linear regression models were fitted to examine the aforementioned associations. A 1 hour/night increment in sleep duration was inversely associated with SUA concentrations ( = -0.07, p = 0.047). Further adjustment for leukocytes attenuated this association (p = 0.050). Each …

Male0301 basic medicinesueñoNefrología y urologíahumanosserum uric acid to creatinine ratioOverweightchemistry.chemical_compound0302 clinical medicineRisk FactorsMedicinemediana edadancianoeducation.field_of_studyNutrition and DieteticsMediterranean RegionCommunicationácido úricoMiddle AgedcreatininaSleep in non-human animals3. Good healthCardiovascular DiseasesCreatinineObesitatFemalemedicine.symptomlcsh:Nutrition. Foods and food supplymedicine.medical_specialtyserum uric acidPopulationenfermedades cardiovascularesDietética y nutriciónlcsh:TX341-641Cardiología03 medical and health sciences:Ciencias de la Salud::Medicina preventiva [Materias Investigacion]Internal medicineHumansfactores de riesgoObesityeducationAgedCreatininebusiness.industryActigraphymedicine.diseaseObesityactigraphy serum uric acid serum uric acid to creatinine ratio sleep durationSonUric AcidÀcid úricCross-Sectional Studies030104 developmental biologyEndocrinologychemistrySpainUric acidsleep durationMetabolic syndromebusinessSleepUric acidBiomarkers030217 neurology & neurosurgeryestudios transversalesFood Scienceactigraphy
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Additional file 6: Figure S4. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Principal component analysis (PCA) to discriminate between the baseline and final states in group 3 (suspected NAFLD reversion cases). Model diagnostics (A = 6, R2X = 0.628, Q2X = 0.235) (DOCX 42 kb)

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Additional file 9: Figure S7. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Volcano plot [−log10 (p-value) vs. log2 (fold-change)] for the comparison between the baseline and final states in group 1 (not meeting the NAFLD criteria at baseline and during the follow-up).Abbreviations: AA, amino acids; SFA, saturated fatty acids; PUFA, polyunsaturated fatty acids; MUFA, monounsaturated fatty acids; NAE, N-acyl ethanolamines; FFAox, free fatty acid oxidised; AC, acyl carnitines; PC, phosphatidylcholine; LPC, lysophosphatidylcholine; PE, phatidylethanolamine; LPE, lysophosphatidylethanolamine; PI, phatidylinositols; LPI, lysophosphatidylinositols; Cer, ceramides; SM, sphingomyelin; ChoE, cholesteryl esters; Chol, cholesterol; TAG, triacylglycerols; DAG, diacylglycerols,…

lipids (amino acids peptides and proteins)
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Plasma metabolites predict both insulin resistance and incident type 2 diabetes: a metabolomics approach within the Prevención con Dieta Mediterránea…

2019

Background Insulin resistance is a complex metabolic disorder and is often associated with type 2 diabetes (T2D). Objectives The aim of this study was to test whether baseline metabolites can additionally improve the prediction of insulin resistance beyond classical risk factors. Furthermore, we examined whether a multimetabolite model predicting insulin resistance in nondiabetics can also predict incident T2D. Methods We used a case-cohort study nested within the Prevencion con Dieta Mediterranea (PREDIMED) trial in subsets of 700, 500, and 256 participants without T2D at baseline and 1 and 3 y. Fasting plasma metabolites were semiquantitatively profiled with liquid chromatography-tandem m…

0301 basic medicineMalemedicine.medical_specialtyendocrine system diseasesMetaboliteMedicine (miscellaneous)030209 endocrinology & metabolismType 2 diabetesDiet MediterraneanGastroenterologyCohort Studies03 medical and health scienceschemistry.chemical_compoundPlasma0302 clinical medicineMetabolomicsInsulin resistanceRisk FactorsInternal medicinemedicineHumansInsulinMetabolomicsAgedProportional Hazards ModelsNutrition and Dieteticsbusiness.industryIncidence (epidemiology)Metabolic disorderArea under the curvenutritional and metabolic diseasesRegression analysisFastingMiddle Agedmedicine.diseaseOriginal Research Communications030104 developmental biologychemistryDiabetes Mellitus Type 2FemaleInsulin Resistancebusiness
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Association Between Fatty Acids of Blood Cell Membranes and Incidence of Coronary Heart Disease

2019

Objective— To examine the associations between baseline levels of fatty acids in blood cell membranes and their 1-year changes with the incidence of coronary heart disease (CHD) in older adults at high cardiovascular disease risk. Approach and Results— This is a case-control study nested in the PREDIMED trial (Prevención con Dieta Mediterránea), with 136 CHD cases and 272 controls (matched on age, sex, body mass index, intervention group, and time of permanence in the study to the time event). We used gas chromatography to measure the proportion of 22 fatty acids in blood cell membranes at baseline and after 1 year. Conditional logistic regression was used to estimate odds ratios (ORs) and…

0301 basic medicine2. Zero hungermedicine.medical_specialtybusiness.industryIncidence (epidemiology)DiseaseOdds ratio030204 cardiovascular system & hematologyGastroenterologyCoronary heart disease3. Good healthOddsBlood cell03 medical and health sciences030104 developmental biology0302 clinical medicinemedicine.anatomical_structureInternal medicinemedicineCardiology and Cardiovascular MedicinebusinessBody mass indexChd riskArteriosclerosis, Thrombosis, and Vascular Biology
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Metabolites related to purine catabolism and risk of type 2 diabetes incidence; modifying effects of the TCF7L2-rs7903146 polymorphism

2019

Studies examining associations between purine metabolites and type 2 diabetes (T2D) are limited. We prospectively examined associations between plasma levels of purine metabolites with T2D risk and the modifying effects of transcription factor-7-like-2 (TCF7L2) rs7903146 polymorphism on these associations. This is a case-cohort design study within the PREDIMED study, with 251 incident T2D cases and a random sample of 694 participants (641 non-cases and 53 overlapping cases) without T2D at baseline (median follow-up: 3.8 years). Metabolites were semi-quantitatively profiled with LC-MS/MS. Cox regression analysis revealed that high plasma allantoin levels, including allantoin-to-uric acid rat…

0301 basic medicinePurineMalePolymorphism (Crystallography)endocrine system diseaseslcsh:MedicineType 2 diabetesDiabetis no-insulinodependentchemistry.chemical_compound0302 clinical medicineBlood plasmaMetabolitesNon-insulin-dependent diabetesProspective Studieslcsh:ScienceMultidisciplinaryDiabetisIncidencePrognosisMetabòlits3. Good healthMetabolomeFemaleTranscription Factor 7-Like 2 Proteinmedicine.drugmedicine.medical_specialtyendocrine systemPolymorphism Single NucleotideArticle03 medical and health sciencesAllantoin:Ciencias de la Salud::Medicina preventiva [Materias Investigacion]Diabetes mellitusInternal medicinemedicineHumansGenetic Predisposition to DiseaseInosineAgedbusiness.industrylcsh:Rnutritional and metabolic diseasesPolimorfisme (Cristal·lografia)Xanthinemedicine.disease030104 developmental biologyEndocrinologychemistryDiabetes Mellitus Type 2PurinesSpainCase-Control Studieslcsh:QbusinessTCF7L2030217 neurology & neurosurgeryBiomarkersFollow-Up Studies
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Additional file 8: Figure S6. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Heatmap representing individual metabolomic features obtained from all the comparisons made between the final and the baseline states in groups 1, 2 and 3. Heatmapcolor codes for log2 (fold-change) and Student’s t-test p-values are indicated at the bottom of the Figure. Darker green and red colors indicate higher drops or elevations of the metabolite levels in every comparison. Grey lines correspond to significant fold-changes of individual metabolites, darker grey colors have been used to highlight higher significances (p

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Dietary inflammatory index and all-cause mortality in large cohorts: The SUN and PREDIMED studies

2019

[Background]: Inflammation is known to be related to the leading causes of death including cardiovascular disease, several types of cancer, obesity, type 2 diabetes, depression-suicide and other chronic diseases. In the context of whole dietary patterns, the Dietary Inflammatory Index (DII®) was developed to appraise the inflammatory potential of the diet. [Objective]: We prospectively assessed the association between DII scores and all-cause mortality in two large Spanish cohorts and valuated the consistency of findings across these two cohorts and results published based on other cohorts.

AdultMale0301 basic medicinemedicine.medical_specialtyMediterranean diet030209 endocrinology & metabolismContext (language use)Type 2 diabetesDiet MediterraneanCritical Care and Intensive Care MedicineDietary inflammatory indexBody Mass IndexYoung Adult03 medical and health sciences0302 clinical medicineRisk FactorsInternal medicineMediterranean dietHumansMedicineObesityProspective StudiesMortalityProspective cohort studyRandomized Controlled Trials as TopicInflammation030109 nutrition & dieteticsNutrition and Dieteticsbusiness.industrySmokingHazard ratioMiddle Agedmedicine.diseaseObesityDietC-Reactive ProteinDiabetes Mellitus Type 2CohortPatient ComplianceCohort studiesFemalebusinessCRPCohort study
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Additional file 7: Figure S5. of Serum metabolites in non-alcoholic fatty-liver disease development or reversion; a targeted metabolomic approach wit…

2017

Heatmap representing individual metabolomic features obtained from the comparisons between the three baseline states in groups 1, 2 and 3.Heatmapcolor codes for log2 (fold-change) and ANOVA and Tukey’s Honestly Significance Difference post hoc test p-values are indicated at the bottom of the Figure. Darker green and red colors indicate higher drops or elevations of the metabolite levels in every comparison. Grey lines correspond to significant fold-changes of individual metabolites, darker grey colors have been used to highlight higher significances (p

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