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Background: The triglyceride glucose (TyG) index and triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-C) ratio are recognized as simple non-insulin-based insulin resistance indices. Our study aimed to explore the relationship between these two indicators and heart failure (HF) in overweight or obesity individuals without diabetes.
Methods: This cross-sectional study selected 13,473 participants from the National Health and Nutrition Examination Survey (NHANES) 2001-2018 dataset. Weighted multivariable logistic regression and subgroup analysis were employed to evaluate the relationships between TyG index, TG/HDL-C ratio, and HF prevalence, respectively. Additionally, smooth curve fitting was utilized to analyze the dose-response relationships.
Results: A total of 13,473 obesity or overweight people without diabetes were included in this study through screening, among whom 291 (2.16%) had comorbid HF. The results of multivariable logistic regression suggested that the highest TyG index (OR = 2.4, 95% CI = 1.4-4.2, p = 0.002) and the highest TG/HDL-C ratio (OR = 1.2, 95% CI = 1.1-1.3, p < 0.001) both increased the prevalence of HF, especially in the non-Hispanic population. Dose-response relationships suggested nonlinear relationships between these two indicators and HF.
Conclusion: Our study demonstrated that elevated TyG index and TG/HDL-C ratio were closely associated with the prevalence of HF, and both exhibited nonlinear relationships with HF prevalence in overweight/obesity adults without diabetes. Based on these findings, additional prospective studies are needed for further validation.
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http://dx.doi.org/10.1186/s12944-024-02114-z | DOI Listing |
Ann Pediatr Endocrinol Metab
August 2025
Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
Purpose: Although insulin resistance (IR) varies with age and puberty in children and adolescents, most previous attempts to determine cutoff values for IR indices overlook factor. This study assesses age-related differences in IR index values and evaluates how diagnostic performance varies by age when using a uniform cutoff for diagnosing metabolic syndrome (MetS) without considering age.
Methods: We analyzed age-related differences in IR indices (the homeostatic model assessment of insulin resistance [HOMA-IR], triglyceride-glucose [TyG] index, and triglyceride/high-density lipoprotein cholesterol [TG/HDL-C] ratio) among 1,641 participants in the 2019-2021 Korea National Health and Nutrition Examination Survey.
Free Radic Biol Med
August 2025
Department of Nutrition Physiology, National Institute of Medical Sciences and Nutrition Salvador Zubirán, 14080, Mexico City, Mexico. Electronic address:
Sedentary lifestyles are associated with poor cardiorespiratory fitness (CRF) and predispose individuals to cardiometabolic diseases and increased all-cause mortality, events related to oxidative stress and inflammation. While regular exercise induces adaptations that improve metabolic homeostasis, its antioxidant effects are not fully characterised. This cross-sectional study compared antioxidant gene/protein expression in peripheral blood mononuclear cells (PBMCs) and metabolic, inflammatory, and oxidative stress biomarkers in sedentary and active individuals, and analysed potential associations with CRF.
View Article and Find Full Text PDFDiabetol Metab Syndr
August 2025
Department of Biostatistics, School of Public Health, Peking University, 38 Xueyuan Rd, Haidian District, Beijing, 100191, China.
Background: Insulin resistance (IR) is an established independent risk factor for cardiovascular disease (CVD). Although numerous simple surrogate indicators for IR have been proposed, their comparative predictive utility for CVD remains unclear. This study aimed to evaluate the associations between nine IR surrogate indicators and incident CVD and to comparatively assess their predictive capacities using nationally representative data from China.
View Article and Find Full Text PDFDiabetol Metab Syndr
August 2025
Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a global health challenge, with cardiovascular mortality. The cardiometabolic index (CMI), a biomarker derived by multiplying the waist-to-height ratio (WHtR) with the triglyceride-to-high-density lipoprotein cholesterol ratio (TG/HDL-C), shows promise as a predictive tool for MASLD. This study aims to systematically evaluate the association between CMI and MASLD.
View Article and Find Full Text PDFDiabetes Res Clin Pract
August 2025
Department of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100 Catanzaro, Italy; Research Center for the Prevention and Treatment of Metabolic Diseases (CRMETDIS), University "Magna Graecia" of Catanzaro 88100 Catanzaro, Italy.
Aims: The triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-C) ratio is considered a predictor of cardiovascular (CV) disease. The aim of the study was to evaluate the TG/HDL-C ratio as CV risk factor and its possible correlation with subclinical myocardial damage.
Methods: We enrolled 545 patients, all of whom underwent oral glucose tolerance test (OGTT).