ArticleBMC endocrine disorders2021
Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study.
Article in BMC endocrine disorders, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed.
- Optimizing metabolic health through deep-phenotyping-based personalized nutrition.Nature reviews. Endocrinology · 2026Review
- Metabolic obesity phenotypic stability, dynamic transformation and risk of hypertension: a 10-year prospective cohort study in southwest China.International journal of obesity (2005) · 2026Article
- Adipose Tissue Circadian Dysregulation Beyond BMI: Implications for Cardiometabolic Risk and Cardiovascular Disease.Life (Basel, Switzerland) · 2026Review
- High Prevalence of Anthropometric-Only Obesity and Cardiometabolic Risk: Evidence from a Population-Based Study.Nutrients · 2026Article
- The association between body mass index and lower extremity deep venous abnormalities identified by computed tomography venography.Frontiers in public health · 2026Article
- Role of ChREBP-PPARα-FGF21 Axis in Metabolic Dysfunction of MASLD.International journal of molecular sciences · 2025Article
- Additive effects of depression and abdominal obesity on cognitive function in middle-aged and older population: evidence from multinational cohorts.BMC medicine · 2025Article
- Cardiometabolic risk phenotypes and chronic kidney disease incidence in older adults: a nationwide longitudinal cohort study.BMC public health · 2025Article
- The prevalence of metabolically healthy obesity and healthy status and related risk factors among Iranian adults: a cohort-based cross-sectional study.Journal of diabetes and metabolic disorders · 2025Article
- Evaluation of Type 2 Diabetes Risk in Individuals With or Without Metabolically Healthy Obesity.Biology · 2025Article
- Prevalence and impact of metabolically healthy obesity on cardiovascular outcomes in postmenopausal women and disparities: An age-matched study.World journal of cardiology · 2025Article
- Circulating hs-CRP, IL-18, Chemerin, Leptin, and Adiponectin Levels Reflect Cardiometabolic Dysfunction in Adults with Excess Weight.International journal of molecular sciences · 2025Article
- Relationship of different metabolic obesity phenotypes with reflux esophagitis: a propensity score matching analysis.BMC endocrine disorders · 2024Article
- Association of dietary behavior patterns of middle-aged and older adults with their obesity metabolic phenotype: a cross-sectional study.BMC public health · 2024Article
- Atherosclerosis and the Bidirectional Relationship between Cancer and Cardiovascular Disease: From Bench to Bedside-Part 1.International journal of molecular sciences · 2024Review
- Italian Association of Hospital Cardiologists position paper-obesity in adults: a clinical primer.European heart journal supplements : journal of the European Society of Cardiology · 2024Article
- Gut microbiome signature of metabolically healthy obese individuals according to anthropometric, metabolic and inflammatory parameters.Scientific reports · 2024Article
- Adherence to Mediterranean-Dietary Approaches to Stop Hypertension Intervention for Neurodegenerative Delay Diet in Relation to Serum Brain-Derived Neurotrophic Factor Concentrations and Metabolic Health Status in Adults.Current developments in nutrition · 2024Article
- Association Between Different Metabolic Obesity Phenotypes and Erosive Esophagitis: A Retrospective Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2024Article
- Risk Factors Associated with Diabetic Retinopathy with and without Macular Edema in Recently Diagnosed Patients with Type 2 Diabetes.Diabetes, metabolic syndrome and obesity : targets and therapy · 2024Article
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Funding
Abstract
backgroundWhether the metabolically healthy obese (MHO) phenotype is a single, stable or a transitional, fluctuating state is currently unknown. The Mexican-Mestizo population has a genetic predisposition for the development of type 2 diabetes (T2D) and other cardiometabolic complications. Little is known about the natural history of metabolic health in this population. The aim of this study was to analyze the transitions over time among individuals with different degrees of metabolic health and body mass index, and evaluate the incidence of cardiometabolic outcomes according to phenotype.
methodsThe study population consisted of a metabolic syndrome cohort with at least 3 years of follow up. Participants were apparently-healthy urban Mexican adults ≥20 years with a body mass index (BMI) ≥20 kg/m2. Metabolically healthy phenotype was defined using the criteria of the National Cholesterol Education Program (NCEP) Adult Treatment Panel III (ATP III) metabolic syndrome criteria and the subjects were stratified into 4 groups according to their BMI and metabolic health. For cardiometabolic outcomes we estimated the incidence of cardiometabolic outcomes and standardized them per 1, 000 person-years of follow-up. Finally, to evaluate the risk for transition and development of cardiometabolic outcomes, we fitted Cox Proportional Hazard regression models.
resultsAmongst the 5541 subjects, 54.2% were classified as metabolically healthy and 45.8% as unhealthy. The MHO prevalence was 39.3%. Up to a third of the population changed from their initial category to another and the higher transition rate was observed in MHO (42.9%). We also found several novel factors associated to transition to metabolically unhealthy phenotype; socioeconomic status, number of pregnancies, a high carbohydrate intake, history of obesity and consumption of sweetened beverages. Similarly, visceral adipose tissue (VAT) was a main predictor of transition; loss of VAT ≥5% was associated with reversion from metabolically unhealthy to metabolically healthy phenotype (hazard ratio (HR) 1.545, 95%CI 1.266-1.886). Finally, we observed higher incidence rates and risk of incident T2D and hypertension in the metabolically unhealthy obesity (MUHO) and metabolically unhealthy lean (MUHL) phenotypes compared to MHO.
conclusionsMetabolic health is a dynamic and continuous process, at high risk of transition to metabolically unhealthy phenotypes over time. It is imperative to establish effective processes in primary care to prevent such transitions.
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