Metabolic profile of biodiverse diets in a healthy European cohort

  • Bernadette Chimera*
  • , Emine Koc Cakmak
  • , Jessica Blanco-Lopez
  • , Jeroen Berden
  • , Carine Biessy
  • , Pekka Keski-Rahkonen
  • , Geneviève Nicolas
  • , Justine Berlivet
  • , Carl Lachat
  • , Bernard Srour
  • , Kris A Murray
  • , Paolo Vineis
  • , Mathilde Touvier
  • , Oliver Jk Robinson
  • , Giles Hanley-Cook
  • , Lorenzo Mangone
  • , Raul Zamora-Ros
  • , Rosario Tumino
  • , Jytte Halkjær
  • , Agnetha Rostgaard-Hansen
  • Sara Grioni, Maria-Jose Sánchez, Chloé Marques, Marcela Prada, Marcela Guevara, Carlotta Sacerdote, Maria Santucci de Magistris, Inarie Jacobs, Sahar Yammine, Nathalie Kliemann, Monique Wm Verschuren, Pauline Frenoy, Verena Katzke, Renée T Fortner, Guri Skeie, Sabina Rinaldi, Pietro Ferrari, Marc J Gunter, Mélanie Deschasaux-Tanguy, Inge Huybrechts
*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Background: There is increasing evidence that diets characterized by food biodiversity could contribute to health outcomes. Greater dietary species diversity has been linked to reduced gastrointestinal cancer risk and all-cause mortality. However, mechanistic pathways supporting the association between food biodiversity and health are just beginning to be explored. Aim: To characterize the metabolic profile associated with food biodiversity of diets in a pan-European population. Methods: Dietary species richness (DSR), or the absolute number of unique species in an individual's diet, was calculated for 7,983 cancer-free control participants within the European Prospective Investigation into Cancer and Nutrition cohort study. Usual dietary intakes in the preceding year were assessed at recruitment with country-specific dietary questionnaires. Metabolomic profiles from blood which included 128 circulating endogenous metabolites,32 polyphenol compounds, and 39 fatty acid isomers were used as biomarkers of potential mechanisms underlying nutrition and health associations. Lasso regression identified key metabolites in discovery and replication sets, and multivariable stepwise linear regression were used to quantify associations between DSR and metabolomic profiles. Results: A total of 52 metabolites were selected using Lasso regression in the replication set, of which 70% were statistically significant in stepwise linear regression. Higher DSR was associated with lower levels of 4 amino acids (e.g., tyrosine, -0.0231, 95% CI: -0.0362, -0.0100, p = 0.0009) and 2 acylcarnitines (e.g., C14:2, -0.0834, 95% CI: -0.1084, -0.0583, p < 0.0001). Conversely, higher levels were observed for 7 amino acids (e.g., tryptophan, -0.0954, 95% CI: -0.1049, -0.0860, p < 0.0001) and 9 polyphenols (e.g., epicatechin, p = 0.0017). Conclusion: In this European middle-aged adult population, the circulating metabolic profiles of biodiverse diets are consistent with the metabolome linked with health-promoting diets, indicating metabolite groups that provide metabolic homeostasis, anti-inflammatory, anti-oxidative stress, and anti-obesogenic properties. These findings support the health benefits of consuming more diverse dietary species and may partially explain the inverse associations found in relation with mortality or gastrointestinal cancer.

Original languageEnglish
Pages (from-to)208-220
Number of pages13
JournalAmerican Journal of Clinical Nutrition
Volume122
Issue number1
Early online date6 Jun 2025
DOIs
Publication statusPublished - Jul 2025

Keywords

  • biodiversity
  • food biodiversity
  • Metabolomics
  • species richness

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