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Data · dataset · 2026

Using metabolomics to discover novel blood biomarkers of a healthy dietary pattern with a distinct focus on the Mediterranean diet

Listed in ZivaHub and Deakin Research Online and DMU Figshare and UCL Research Data Repository — shown once because both records carry DOI 10.17034/32632818.v1

Description

The present project aimed to investigate the metabolomic profile of a Mediterranean diet (MD) and to gain a better understanding of the blood biomarkers associated with it, to compare these with other biomarkers proposed in the literature, and to discover novel biomarkers of a healthy dietary pattern and of a MD in particular. Lastly, this project investigated the changes in the identified MD biomarkers during a 1-year intervention to promote MD adherence.

Blood samples and dietary data from the Mediterranean diet in Northern Ireland (MEDDINI) intervention study and a list of 31 targeted plasma and serum biomarkers were used. Four experimental studies were undertaken (two laboratory based and two non-laboratory based) to achieve the above stated aims. Our findings revealed a panel of 15 putative MD biomarkers.

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The LC-MS shortlisted metabolites in particular were statistically significantly associated with dietary factors (four for fish intake, one for fruit and vegetable intake, and two for processed meat) which made these 7 biomarkers worthy of further investigation together with citric acid, betaine, EPA, α-linolenic acid, vitamin C, myo-inositol, mannose and pyruvic acid. Six of these biomarkers have been associated with MD in previous studies, whereas 8 of them were associated with MD for the first time.

The present study also showed the use of cluster analysis to derive dietary patterns from dietary data, classify individuals according to their dietary pattern and find representative biomarkers of such diets. This investigation leaves important findings that, after validation, may be added to current metabolites food and dietary pattern biomarkers libraries.

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Catalogue records · 1

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Inferred from text
Mass spectrometry 65%
Provenance · 4 source records, 13 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/3263281810 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/3263281810 d agoJSON v1
DMU Figshareoai:figshare.com:article/3263281810 d agoJSON v1
UCL Research Data Repositoryoai:figshare.com:article/3263281810 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].local:field:earth-environmentalmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
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concepts[field].local:field:earth-environmentalmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:physicsmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:physicsmapping · rdr ucl ac ukconnector:rdr_ucl_ac_uk@1.0.0
concepts[field].local:field:physicsmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:physicsmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[modality].local:modality:mass-spectrometryenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (65%)
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