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Metabolomic pattern analysis after mediterranean diet intervention in a nondiabetic population: a 1- and 3-year follow-up in the PREDIMED study.

Journal of proteome research
January 1, 1970
Rosa Vázquez-Fresno et al. (11 authors)
Journal ArticleMulticenter StudyRandomized Controlled TrialResearch Support, Non-U.S. Gov'tHuman StudyClinical
Study Details

Study Goal

The researchers aimed to assess the effect of a Mediterranean diet supplemented with extra-virgin olive oil or nuts on urinary metabolome, including carnosine levels, compared to a low-fat diet.

Results Summary

The study found that carnosine, along with histidine and its derivatives, was more predominant in the low-fat diet group compared to the Mediterranean diet groups, suggesting dietary influence on carnosine-related metabolites.

Population

98 nondiabetic volunteers (41 MD + EVOO, 27 MD + Nuts, 30 LFD).

Effective Dosage

Not specified

Duration

3 years

Interactions

None mentioned

Extracted Claims (16)
InterventionDirectionEndpointPopulationDosageImpactClaim #
Mediterranean diet supplemented with extra-virgin olive oil (MD + EVOO)
increase
urinary metabolome
nondiabetic volunteers
-
exhibiting a urinary metabolome separation
#1
Mediterranean diet supplemented with nuts (MD + Nuts)
increase
urinary metabolome
nondiabetic volunteers
-
exhibiting a urinary metabolome separation
#2
Mediterranean diet supplemented with extra-virgin olive oil (MD + EVOO)
increase
metabolism of carbohydrates (3-hydroxybutyrate, citrate, and cis-aconitate)
nondiabetic volunteers
-
most prominent hallmarks
#3
Mediterranean diet supplemented with nuts (MD + Nuts)
increase
metabolism of carbohydrates (3-hydroxybutyrate, citrate, and cis-aconitate)
nondiabetic volunteers
-
most prominent hallmarks
#4
Mediterranean diet supplemented with extra-virgin olive oil (MD + EVOO)
increase
creatine, creatinine metabolism
nondiabetic volunteers
-
most prominent hallmarks
#5
Mediterranean diet supplemented with nuts (MD + Nuts)
increase
creatine, creatinine metabolism
nondiabetic volunteers
-
most prominent hallmarks
#6
Mediterranean diet supplemented with extra-virgin olive oil (MD + EVOO)
increase
amino acids (proline, N-acetylglutamine, glycine, branched-chain amino acids, and derived metabolites) metabolism
nondiabetic volunteers
-
most prominent hallmarks
#7
Mediterranean diet supplemented with nuts (MD + Nuts)
increase
amino acids (proline, N-acetylglutamine, glycine, branched-chain amino acids, and derived metabolites) metabolism
nondiabetic volunteers
-
most prominent hallmarks
#8
Mediterranean diet supplemented with extra-virgin olive oil (MD + EVOO)
increase
lipids (oleic and suberic acids) metabolism
nondiabetic volunteers
-
most prominent hallmarks
#9
Mediterranean diet supplemented with nuts (MD + Nuts)
increase
lipids (oleic and suberic acids) metabolism
nondiabetic volunteers
-
most prominent hallmarks
#10
Mediterranean diet supplemented with extra-virgin olive oil (MD + EVOO)
increase
microbial cometabolites (phenylacetylglutamine and p-cresol) metabolism
nondiabetic volunteers
-
most prominent hallmarks
#11
Mediterranean diet supplemented with nuts (MD + Nuts)
increase
microbial cometabolites (phenylacetylglutamine and p-cresol) metabolism
nondiabetic volunteers
-
most prominent hallmarks
#12
control low-fat diet (LFD)
increase
hippurate
nondiabetic volunteers
-
predominant
#13
control low-fat diet (LFD)
increase
trimethylamine-N-oxide
nondiabetic volunteers
-
predominant
#14
control low-fat diet (LFD)
increase
histidine and derivates (methylhistidines, carnosine, and anserine)
nondiabetic volunteers
-
predominant
#15
control low-fat diet (LFD)
increase
xanthosine
nondiabetic volunteers
-
predominant
#16
Abstract

The Mediterranean diet (MD) is considered a dietary pattern with beneficial effects on human health. The aim of this study was to assess the effect of an MD on urinary metabolome by comparing subjects at 1 and 3 years of follow-up, after an MD supplemented with either extra-virgin olive oil (MD + EVOO) or nuts (MD + Nuts), to those on advice to follow a control low-fat diet (LFD). Ninety-eight nondiabetic volunteers were evaluated, using metabolomic approaches, corresponding to MD + EVOO (n = 41), MD + Nuts (n = 27), or LFD (n = 30) groups. The (1)H NMR urinary profiles were examined at baseline and after 1 and 3 years of follow-up. Multivariate data analysis (OSC-PLS-DA and HCA) methods were used to identify the potential biomarker discriminating groups, exhibiting a urinary metabolome separation between MD groups against baseline and LFD. Results revealed that the most prominent hallmarks concerning MD groups were related to the metabolism of carbohydrates (3-hydroxybutyrate, citrate, and cis-aconitate), creatine, creatinine, amino acids (proline, N-acetylglutamine, glycine, branched-chain amino acids, and derived metabolites), lipids (oleic and suberic acids), and microbial cometabolites (phenylacetylglutamine and p-cresol). Otherwise, hippurate, trimethylamine-N-oxide, histidine and derivates (methylhistidines, carnosine, and anserine), and xanthosine were predominant after LFD. The application of NMR-based metabolomics enabled the classification of individuals regarding their dietary pattern and highlights the potential of this approach for evaluating changes in the urinary metabolome at different time points of follow-up in response to specific dietary interventions.

Medical Subject Headings (MeSH)
Analysis of VarianceBiomarkersCluster AnalysisDiet, MediterraneanDietary SupplementsFollow-Up StudiesHumansMagnetic Resonance SpectroscopyMetabolomeMetabolomicsMultivariate AnalysisNutsOlive OilUrine
Study Links
Quality Scores
SafetyNot Assessed
Efficacy50/10
Quality75/10
Citation Metrics
Total Citations87
Citations/Year8.7
Relative Citation Ratio3.73
NIH Percentile89%
Research Impact Scores
APT Score0.95
Weight Score1.86
Normalized Score0.55
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