Evidence map›Paper›PMID 42841987›Full record

ArticleEuropean journal of nutrition2026

Identification of serum metabolites associated with the EAT-Lancet planetary health diet, and their mediating role in weight status and weight changes in adults.

Tiina Suikki, Mirkka Maukonen, Aki S Havulinna, Rilla Tammi, Anne-Mari Halme, Pirkko Pussinen, Tuulia Kreetta Pietilä, Anne-Maria Pajari, Satu Männistö

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Article in European journal of nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Tiina SuikkiFinnish Institute for Health and Welfare, Helsinki, Finland. tiina.suikki@thl.fi.ORCID http://orcid.org/0000-0003-0507-6736
Mirkka MaukonenUniversity of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-2179-6904
Aki S HavulinnaUniversity of Turku, Turku, Finland.ORCID http://orcid.org/0000-0002-4787-8959
Rilla TammiFinnish Institute for Health and Welfare, Helsinki, Finland.ORCID http://orcid.org/0000-0002-5507-2314
Anne-Mari HalmeUniversity of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-5624-7729
Pirkko PussinenUniversity of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0003-3563-1876
Tuulia Kreetta PietiläUniversity of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-0907-989X
Anne-Maria PajariUniversity of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-6248-4560
Satu MännistöFinnish Institute for Health and Welfare, Helsinki, Finland.ORCID http://orcid.org/0000-0002-8668-3046

Funding

Juho Vainion Säätiö 202300260Novo Nordisk Fonden Novo Nordisk FondenSigrid Juséliuksen Säätiö Sigrid Juséliuksen SäätiöStrategic Research Council 327698Strategic Research Council 327699Strategic Research Council 340750Strategic Research Council 352483Yrjö Jahnssonin Säätiö 20227580
6 · The paper itself

Abstract

purposeBetter adherence to a healthy and sustainable diet has been associated with a lower body weight, but the underlying metabolic mechanisms remain unclear. We examined whether serum metabolites mediate this association.

methodsWe used data from three Finnish population-based health examination studies (n = 9225, 54% of women, mean age of 54 years). Diet quality was assessed with a dietary score based on the Planetary Health Diet (PHD) adapted to Finnish food culture. Weight, height, waist circumference (WC), and body mass index were measured at baseline and follow-up, and their percentual changes over seven years were calculated. Serum metabolites (n = 158) were quantified using a high-throughput nuclear magnetic resonance (NMR) spectroscopy metabolomics platform (Nightingale Health Plc). The role of individual metabolites in the diet-anthropometry associations by sex were assessed by mediation analyses using multivariable linear regression. Analyses were replicated in an independent dataset of three additional Finnish studies (n = 10242).

resultsMediation analyses indicated that seven metabolites partly mediated diet-WC association in both men and women: short-chain fatty acid acetate (7.6/3.1%, respectively), degree of fatty acid unsaturation (26.0/23.1%), and several fatty acid-to-total fatty acid ratios (polyunsaturated (35.6/46.5%), docosahexaenoic (5.5/9.6%), omega-3 (4.0/9.8%), linoleic (31.4/49.9%), and saturated fatty acids (12.1/13.0%).

conclusionThe association between higher PHD adherence and a smaller WC was partly explained by several serum metabolites likely reflecting higher fiber intake and better fat quality of the PHD. These findings suggest that healthy and sustainable diets may contribute to weight management through favourable metabolic profiles.

Indexed as

Body WeightDietDiet, HealthyAdultBody Mass IndexFemaleFinlandHumansMaleMetabolomicsMiddle AgedWaist CircumferenceDiet quality indexMediationMetaboliteObesityPlanetary health dietSustainability

Identifiers

PMID42841987
PMCPMC13645858

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.