ArticleJAMA network open2023
Trends in the Prevalence of Metabolically Healthy Obesity Among US Adults, 1999-2018.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 1 of them a synthesis that pooled it.
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Who cites it
56 citing papers in PubMed, 1 synthesis or guideline pooled it, 94 citations in OpenAlex.
- Adverse events profile associated with intermittent fasting in adults with overweight or obesity: a systematic review and meta-analysis of randomized controlled trials.Nutrition journal · 2024Pooled it
- Congener-Specific Associations of Per- and Polyfluoroalkyl Substances With Obesity-Metabolic Phenotypes: A Multimodel Analysis.Obesity (Silver Spring, Md.) · 2026Article
- Metabolic health phenotypes and cardiovascular disease among U.S. adults with central obesity: Evidence from NHANES 2011- March 2020.Obesity pillars · 2026Article
- Probiotic Bifidobacterium bifidum BGN4 supplementation modulates gut microbiome composition and reduces circulating zonulin, TNFα, and insulin in adults with excess adiposity: a randomized, double-blind, placebo-controlled trial.Nutrition & metabolism · 2026Article
- The association of time-restricted eating and indices of organ-specific aging in relation to metabolic health and obesity.NPJ science of food · 2026Article
- Racial and ethnic differences in controlling risk factors for cardiovascular disease among adults with obesity, 1999-2023.International journal of obesity (2005) · 2026Article
- Association between the C-reactive protein-triglyceride-glucose index and asthma risk: evidence from the NHANES cohort and validation in the CHNS cohort.Clinics (Sao Paulo, Brazil) · 2026Article
- C2CD5 in noradrenergic neurons regulates thermogenesis and lipid homeostasis via norepinephrine secretion.iScience · 2026Article
- The Impact of Obesity on Operative Outcomes and Long-Term Oncological Outcomes Following Rectal Cancer Surgery: A Retrospective Single-Center Study.Journal of clinical medicine · 2026Article
- Association between body fat percentage and metabolic and hematologic biomarkers in Korean adults.The Korean journal of physiology & pharmacology : official journal of the Korean Physiological Society and the Korean Society of Pharmacology · 2026Article
- Article
- Prediction of metabolically healthy obesity based on dietary nutrients: a comparative analysis of six machine learning models with SHAP and LIME interpretation.Eating and weight disorders : EWD · 2026Article
- Association between albumin-bilirubin (ALBI) score and metabolically healthy obesity among US adults: findings from NHANES 2005-2018.BMC endocrine disorders · 2026Article
- Binational comparison of the association between socioeconomic status and metabolic syndrome: A nationally representative study in South Korea and the United States.Preventive medicine reports · 2025Article
- Thyroid Hormone Sensitivity as a Possible Determinant of Metabolic Phenotypes in Young Adults, Not in Older Individuals.The Journal of clinical endocrinology and metabolism · 2025Article
- Surgical management of marginal ulcer sequelae after Roux-en-Y gastric bypass: a single-center retrospective cohort study.Surgical endoscopy · 2025Article
- Association of the skeletal muscle mass to visceral fat area ratio with metabolically healthy obesity and metabolically unhealthy non-obesity: a cross-sectional study based on NHANES 2011-2018.Lipids in health and disease · 2025Article
- Black Cumin Seed (Food science & nutrition · 2025Article
- Disentangling consequences of self-perceived weight from excess adiposity in metabolically healthy overweight/obesity.BMC public health · 2025Observational
- Associations between prediagnostic plasma metabolites and biliary tract cancer risk in the prospective UK Biobank cohort.American journal of epidemiology · 2025Article
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Authors and funding
15 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Improved understanding of trends in the proportion of individuals with metabolically healthy obesity (MHO) may facilitate stratification and management of obesity and inform policy efforts. Objectives: To characterize trends in the prevalence of MHO among US adults with obesity, overall and by sociodemographic subgroups. Design, Setting, and Participants: This survey study included 20 430 adult participants from 10 National Health and Nutrition Examination Survey (NHANES) cycles between 1999-2000 and 2017-2018. The NHANES is a series of cross-sectional and nationally representative surveys of the US population conducted continuously in 2-year cycles. Data were analyzed from November 2021 to August 2022. Exposures: National Health and Nutrition Examination Survey cycles from 1999-2000 to 2017-2018. Main Outcomes and Measures: Metabolically healthy obesity was defined as a body mass index of 30.0 (calculated as weight in kilograms divided by height in meters squared) without any metabolic disorders in blood pressure, fasting plasma glucose (FPG), high-density lipoprotein cholesterol (HDL-C), or triglycerides based on established cutoffs. Trends in the age-standardized prevalence of MHO were estimated using logistic regression analysis. Results: This study included 20 430 participants. Their weighted mean (SE) age was 47.1 (0.2) years; 50.8% were women, and 68.8% self-reported their race and ethnicity as non-Hispanic White. The age-standardized prevalence (95% CI) of MHO increased from 3.2% (2.6%-3.8%) in the 1999-2002 cycles to 6.6% (5.3%-7.9%) in the 2015-2018 cycles (P < .001 for trend). There were 7386 adults with obesity. Their weighted mean (SE) age was 48.0 (0.3) years, and 53.5% were women. The age-standardized proportion (95% CI) of MHO among these 7386 adults increased from 10.6% (8.8%-12.5%) in the 1999-2002 cycles to 15.0% (12.4%-17.6%) in the 2015-2018 cycles (P = .02 for trend). Substantial increases in the proportion of MHO were observed for adults aged 60 years or older, men, non-Hispanic White individuals, and those with higher income, private insurance, or class I obesity. In addition, there were significant decreases in the age-standardized prevalence (95% CI) of elevated triglycerides (from 44.9% [40.9%-48.9%] to 29.0% [25.7%-32.4%]; P < .001 for trend) and reduced HDL-C (from 51.1% [47.6%-54.6%] to 39.6% [36.3%-43.0%]; P = .006 for trend). There was also a significant increase in elevated FPG (from 49.7% [95% CI, 46.3%-53.0%] to 58.0% [54.8%-61.3%]; P < .001 for trend) but no significant change in elevated blood pressure (from 57.3% [53.9%-60.7%] to 54.0% [50.9%-57.1%]; P = .28 for trend). Conclusions and Relevance: The findings of this cross-sectional study suggest that the age-standardized proportion of MHO increased among US adults from 1999 to 2018, but differences in trends existed across sociodemographic subgroups. Effective strategies are needed to improve metabolic health status and prevent obesity-related complications in adults with obesity.
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