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.
Links
Where it is published
- DOI doi.org/10.17034/32632818.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Physics · Physics · Physics · Physics
- Inferred from text
- Mass spectrometry 65%
Provenance · 4 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/32632818 | 10 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/32632818 | 10 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/32632818 | 10 d ago | JSON v1 |
| UCL Research Data Repository | oai:figshare.com:article/32632818 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:physics | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:physics | mapping · rdr ucl ac uk | connector:rdr_ucl_ac_uk@1.0.0 | |
| concepts[field].local:field:physics | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:physics | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[modality].local:modality:mass-spectrometry | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license_text | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |