ArticleNutrition journal2023
Association of metabolically unhealthy non-obese and metabolically healthy obese individuals with arterial stiffness and 10-year cardiovascular disease risk: a cross-sectional study in Chinese adults.
Article in Nutrition journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 9 citations in OpenAlex.
- Triglyceride Glucose-Body Mass Index Is Related With Arterial Stiffness in Adults: A Cross-Sectional Study.Journal of clinical hypertension (Greenwich, Conn.) · 2026Article
- The global burden of lead exposure-related ischemic stroke: based on Bayesian age-period-cohort analysis.Frontiers in public health · 2025Article
- Network study of the nutritional patterns, the metabolic and the psychological status among overweight-obese young adults.Frontiers in nutrition · 2025Article
- Association of serum calcium and metabolically healthy obese in US adults: a cross-sectional study.Annals of medicine · 2024Article
- Discrepancies between general and central obesity in arterial stiffness: observational studies and Mendelian randomization study.BMC medicine · 2024Observational
- Unraveling the Interaction between Inflammation and the Cardiometabolic Index in Older Men: A Pilot Study.Nutrients · 2024Observational
- Associations between life's essential 8 and metabolic health among us adults: insights of NHANES from 2005 to 2018.Acta diabetologica · 2024Article
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe relationship between metabolically healthy obese individuals (MHO) and cardiovascular disease (CVD) risk is disputed. This study investigated the association of metabolically unhealthy non-obese(MUNO) individuals and MHO with arterial stiffness and 10-year CVD risk.
methodsA total of 13,435 participants were enrolled and further divided into the metabolically healthy non-obese (MHNO) phenotype (n = 4927), MUNO phenotype (n = 1971), MHO phenotype (n = 2537) and metabolically unhealthy obese (MUO) phenotype (n = 4000) according to body mass index (BMI) and metabolic status. We used brachial ankle pulse wave velocity (baPWV) to measure arterial stiffness and the Framingham risk score (FRS) to evaluate the 10-year CVD risk.
resultsThe MUO and MUNO phenotypes had higher mean baPWV values than the MHO and MHNO phenotypes, regardless of age (1446.19 ± 233.65 vs. 1423.29 ± 240.72 vs. 1283.57 ± 213.77 vs. 1234.08 ± 215.99 cm/s, P < 0.001). Logistic regression analysis indicated that the MUNO and MUO phenotypes were independently correlated with elevated baPWV and 10-year CVD risk, while the MHO phenotype was independently associated with only the 10-year CVD risk. In metabolically healthy subjects, BMI showed a dose-dependent increase in the risk of elevated baPWV, with an adjusted OR of 1.007 (95% CI 1.004-1.010, P < 0.001). However, in metabolically unhealthy participants, the estimate for the relationship between elevated baPWV and BMI was nonsignificant.
conclusionsThe MUNO phenotype exhibits increased arterial stiffness and 10-year CVD risk. However, BMI is positively and dose-dependently correlated with arterial stiffness only in metabolically healthy subjects. We speculate that metabolic status may be a strong confounder in the obesity-elevated baPWV association.
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