ArticlePloS one2022
Lifestyle elements and risk of metabolic syndrome in adults.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 16 citations in OpenAlex.
- Predicting metabolic syndrome in Iranian adults using artificial neural networks: a comparative analysis with logistic regression based on demographic, lifestyle, and clinical indicators.BMC research notes · 2026Article
- Assessment of Eating Behavior and Genetic Risk Factors for Metabolic Syndrome.Journal of clinical medicine · 2026Article
- Association Between Health-Related Behaviors and Health Status and Hydration Status in Polish Adults.Nutrients · 2025Article
- Influence of lifestyle risk factors and genetic predisposition on metabolic syndrome risk in Korean adults.Scientific reports · 2025Article
- Association between Healthy Lifestyle Factors and Metabolic Syndrome Risk: A Prospective Analysis of the Korean Genome and Epidemiology Study.Diabetes & metabolism journal · 2025Article
- Age-Related Differences in Anthropometric and Lifestyle Factors Linked to Metabolic Syndrome in Women with Overweight and Obesity: A Cross-Sectional Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
- Lifestyle Differences in the Metabolic Comorbidity Score of Adult Population From South Asian Countries: A Cross-Sectional Study.AJPM focus · 2024Article
- The Metabolic Syndrome, a Human Disease.International journal of molecular sciences · 2024Review
- Heterogeneity and associated factors of patients with polycystic ovary syndrome health behaviors: a latent class analysis.BMC endocrine disorders · 2023Article
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe aim of the study was to investigate which elements of lifestyle are associated with metabolic health in adults, defined as the absence of components of metabolic syndrome (MetS) based on the International Diabetes Federation criteria.
methodsData from 10,277 individuals aged 40-65 years constituted the material of this study. Univariate and multivariate analyses with backward stepwise selection were carried out to identify the factors associated with the absence of metabolic disorders.
resultsNo family history of cardiovascular disease increased the odds of being metabolically healthy 1.5-2-fold. Furthermore, the following factors were associated with higher odds of being metabolically healthy in men: abstinence from alcohol (healthy individuals vs. those with ≥3 [OR = 5.49 (2.23-13.52); p<0.001], ≥2 [OR = 4.52 (1.87-10.91); p = 0.001], and ≥1 components of MetS [OR = 3.04 (1.41-6.56); p = 0.005]), moderate alcohol use (healthy individuals vs. those with ≥3 [OR = 3.36 (1.54-7.32); p = 0.002], ≥2 [OR = 3.28 (1.52-7.10); p = 0.002], and ≥1 components of MetS [OR = 3.93 (1.64-9.42); p = 0.002]), moderate-to-vigorous physical activity (MVPA) >2 hours/day and sitting time of 3-6 hours/day. Drinking >2 cups of coffee per day (healthy vs. those with ≥3 [OR = 2.00 (1.47-2.71)], ≥2 [OR = 1.84 (1.38-2.45)], and ≥1 components of MetS [OR = 1.72 (1.30-2.28); all p<0.001]), limiting animal fats to <2 servings/day, MVPA >2 hours/day, and 7-8 hours of sleep per day were associated with higher odds of being metabolically healthy in women.
conclusionsA healthy lifestyle increased the odds of being metabolically healthy. Some lifestyle modifications may appear effective in prevention of not only MetS, but also single metabolic risk factors.
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