ArticleScientific reports2021
Clustering of cardio-metabolic risk factors and pre-diabetes among U.S. adolescents.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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6 citing papers in PubMed, 11 citations in OpenAlex.
- Multi-modal mixed-type structural equation modeling with structured sparsity for subgroup discovery from heterogeneous health data.IISE transactions · 2025Article
- A Bayesian zero-inflated spatially varying coefficients model for overdispersed binomial data.Journal of the Royal Statistical Society. Series A, (Statistics in Society) · 2025Article
- Prevalence and clinical correlates of impaired fasting blood glucose in children and adolescents with depressive disorder and relationship with triglyceride and high-density lipoprotein ratio.Scientific reports · 2024Article
- One-Hour Post-Load Plasma Glucose and Altered Glucometabolic Profile in Youths with Overweight or Obesity.International journal of environmental research and public health · 2023Article
- Phenotypes of prediabetes and metabolic risk in Caucasian youths with overweight or obesity.Journal of endocrinological investigation · 2022Article
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3 authors at 1 institution in 1 country.
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Abstract
Few studies have assessed the association between clustering of cardio-metabolic risk factors (CMRFs) and pre-diabetes in children or adolescents. We aimed to examine the association between clustering of CMRFs and pre-diabetes among U.S. adolescents. Data were available for 5,633 U.S. adolescents aged 12-19 years from the National Health and Nutrition Examination Surveys 1999-2014. Pre-diabetes was defined as impaired fasting glucose (IFG) (fasting plasma glucose 100-125 mg/dL), impaired glucose tolerance (IGT) (2-h plasma glucose 140-199 mg/dL) or elevated hemoglobin A1c (HbA1c) (HbA1c 5.7-6.4%). The individual CMRFs considered in the present study were as follows: waist-to-height ratio, blood pressure, triglycerides, and high-density lipoprotein cholesterol. CMRFs were defined based on the modified National Cholesterol Education Program (NCEP) criteria or the modified International Diabetes Federation (IDF) criteria. Logistic regression analysis was used to examine the association between clustering of CMRFs and pre-diabetes with adjustment for potential covariates. Among 5633 adolescents, 11.4% had IFG, 4.7% had IGT, 4.5% had elevated HbA1c and 16.1% had pre-diabetes. Compared with adolescents with no CMRFs, the odds ratios (ORs) with 95% confidence intervals (CIs) for pre-diabetes across the clustering of CMRFs (i.e., 1, 2, 3, and 4) were 1.32 (1.03-1.68), 2.07 (1.55-2.76), 2.52 (1.69-3.76), and 5.41 (3.14-9.32), respectively, based on the modified NCEP criteria. The corresponding ORs with 95% CIs were 1.16 (0.89-1.51), 1.78 (1.35-2.36), 3.07 (1.89-4.98) and 12.20 (3.93-37.89), respectively, based on the modified IDF criteria. The present study suggests that the clustering of CMRFs is associated with increased pre-diabetes among U.S. adolescents. It might be necessary for effective strategies and measures targeting adolescents with clustering of CMRFs, including those with less than 3 risk factors.
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