Omnivorous and plant-based dietary patterns: a comparative analysis using data-driven and index-based approaches.

Authors

Eduardo Casas-Albertos, Noelia María Rodríguez-Martín, Ángela Alcalá-Santiago, Beatriz Sarriá, Mireia Obón-Santacana, Belén García-Villanova, María Dolores Ruiz-López, Mar Requena-Mullor, Ana Jimenez-Zabala, Miguel Rodriguez-Barranco, María-José Sánchez, Adela Castelló-Pastor, Esther Molina-Montes

Published in

European journal of nutrition. Volume 65. Issue 5. Jul 11, 2026. Epub Jul 11, 2026.

Abstract

Plant-based diet (PBD) followers are growing worldwide. The aim was to explore the dietary profile of PBDs, taking the omnivorous (OMN) diet as a reference.
A cross-sectional study was carried out. A total of 760 participants were included, of whom 161 self-identified as vegan, ovo-lacto-vegetarian, or pesco-vegetarian. Intakes of 175 foods, assessed through a food frequency questionnaire (FFQ), were adjusted for energy intake. The intake of 32 food groups was compared across diet types using Kruskal-Wallis and post-hoc tests. Adherence to established a priori dietary patterns (Pro-vegetarian, Mediterranean, and EAT-Lancet) diet was assessed. A posteriori dietary patterns were characterized using principal component analysis (PCA), k-means and hierarchical clustering, amongst others.
Per 1000 kcal, daily mean intakes of legumes (> 48.2 g), vegetables/mushrooms (> 209.9 g), nuts (> 10.2 g), and whole grains (> 24.7 g) were higher in the PBD groups than OMN (p < 0.001). The three a priori dietary indices were inter-correlated (rho = 0.4-0.6) and OMN scored lower than the PBD groups (p < 0.001). PCA revealed a PBD-like pattern (variance: 15.0%), an unhealthy (7.2%), and a mixed animal-PBD pattern (5.5%). The clustering methods identified similar groupings of the PBD participants, and a group of PBD-like OMN (N = 61). The latter, compared with the other OMN patterns, showed significantly lower intakes of milk (48.0 vs. > 95.2 ml), red meat (13.9 vs. > 17.8 g), processed meat (9.0 vs. > 14.0 g), and precooked foods (9.0 vs. > 12.2 g), alongside higher intakes of whole grains (25.5 vs. < 20.8 g), nuts (13.8 vs. < 8.3 g), and vegetables (207.7 vs. < 161.3 g).
Thus, food choices between OMN, vegetarians and vegans differ, beyond the exclusion of animal foods. PBDs present common characteristics despite their diversity, and some OMN share these dietary features.

PMID:
42435080
Bibliographic data and abstract were imported from PubMed on 12 Jul 2026.

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