Evidence map›Paper›PMID 41700252›Full record

ArticleCureus2026

Interplay of Lifestyle Social Determinants and Isolation in the Risk of Metabolic Syndrome Among Spanish Workers.

Pere Riutord, Pedro J Tarraga, Angel A Lopez-Gonzalez, Irene Coll-Campayo, Carla Busquets, Jose I Ramirez-Manent

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In one paragraph

Article in Cureus, 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

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Pere RiutordInvestigation, Escuela Universitaria ADEMA, Palma Mallorca, ESP.
Pedro J TarragaHealth Care, Servicio de Salud de Castilla-La Mancha (SESCAM), Albacete, ESP.
Angel A Lopez-GonzalezHospital Medicine, Servei de Salut de les Illes Balears, Palma Mallorca, ESP.
Irene Coll-CampayoInvestigation, Escuela Universitaria ADEMA, Palma Mallorca, ESP.
Carla BusquetsInvestigation, Escuela Universitaria ADEMA, Palma Mallorca, ESP.
Jose I Ramirez-ManentFamily Medicine, Servei de Salut de les Illes Balears, Palma Mallorca, ESP.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMetabolic syndrome (MetS) is a cluster of cardiometabolic abnormalities linked to cardiovascular disease and type 2 diabetes mellitus. While lifestyle and sociodemographic determinants are well established, the role of social isolation in MetS is less explored.

methodsA nationwide cross-sectional study included 117,298 Spanish workers from multiple occupational sectors (2021-2024). MetS was defined using National Cholesterol Education Program (NCEP) Adult Treatment Panel (ATP) III, International Diabetes Federation (IDF), and Joint Interim Statement (JIS) criteria. Sociodemographic, lifestyle, and psychosocial variables were assessed with standardized questionnaires, including the ENRICHD Social Support Instrument. Logistic regression estimated associations with MetS prevalence.

resultsMetS prevalence was 28.7% (NCEP ATP III), 32.1% (IDF), and 33.5% (JIS). Men had consistently higher prevalence than women (p<0.001). Prevalence rose with age, exceeding 40% in workers ≥55 years. Low socioeconomic status was linked to a higher prevalence (p<0.001). Lifestyle factors were strongly associated: physical inactivity doubled the odds of MetS (OR≈2.0); poor Mediterranean diet adherence and smoking increased risk, while regular activity and high dietary adherence were protective (all p<0.001). Low social support independently increased the odds of MetS across all definitions, even after adjustment.

conclusionsIn this large cohort, MetS was highly prevalent and strongly influenced by lifestyle, sociodemographic, and psychosocial factors. Social isolation emerged as an independent determinant, underscoring the need for workplace strategies integrating lifestyle promotion with social support.

Indexed as

lifestylemediterranean dietmetabolic syndromephysical activitysocial isolationsociodemographic variables

Identifiers

PMID41700252
PMCPMC12906939

What Socratic holds

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Registered trials

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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 Socratic graph.