ArticleScientific reports2025
Association between various insulin resistance surrogates and gallstone disease based on national health and nutrition examination survey.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Association between total dietary sugar intake and gallstones in Americans.Scientific reports · 2026Article
- Association between the triglyceride-glucose index and its correlation indices and stress urinary incontinence in American adult women: a population-based cross-sectional study.Przeglad menopauzalny = Menopause review · 2026Article
- Association of the Triglyceride-Glucose Index With Gallstone Disease: A Systematic Review and Meta-Analysis of Observational Studies.JGH open : an open access journal of gastroenterology and hepatology · 2026Review
- Association between relative fat mass and increased prevalence of gallstone disease in American adults: A cross-sectional study.Medicine · 2026Article
- Association of the combined triglyceride glucose-body mass index and serum IQGAP3 in appraising coronary lesion severity in type 2 diabetes.Frontiers in endocrinology · 2026Article
- The U-shaped association between the metabolic score for insulin resistance and incident gallstone disease: a population-based cohort study.Frontiers in endocrinology · 2026Article
- Association of remnant cholesterol and cholesterol, high-density lipoprotein, and glucose index with unfavorable outcomes after intravenous thrombolysis in acute ischemic stroke: a dual-center cohort study.Frontiers in immunology · 2026Article
- Guts, Glucose, and Gallbladders: The Protective Role of GLP-1/GIP Receptor Agonists Against Biliary Complications in Patients with Type 2 Diabetes and Inflammatory Bowel Disease.Journal of clinical medicine · 2025Article
- The role of three glucose/lipid composite indices (CHG, TYG, and AIP) in predicting carotid plaque and fatty liver outcomes: a retrospective cohort study.Frontiers in endocrinology · 2025Article
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5 authors.
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Abstract
Previous studies have reported potential associations between insulin resistance (IR) and the occurrence of gallstone disease (GSD). Recently, some novel indexes have been developed and applied for the assessment of IR. However, the association of these IR surrogates with GSD is unclear. The present study was designed to investigate the correlation between these novel IR surrogates and the risk of developing GSD and to explore the index with the best predictive value. We conducted a cross-sectional analysis using data from the National Health and Nutrition Examination Survey 2017-March 2020. Participants who self-reported a history of GSD and other necessary information were available and were enrolled. Ten IR surrogates were created based on previous literature. Univariate and multivariate logistic regression models were applied to estimate the effect of higher IR surrogates on the risk of GSD and restricted cubic splines (RCS) were used to show the dose-response relationships. Receiver operating characteristics (ROC) curves were depicted and the areas under the curves (AUC) were calculated to show the diagnostic value of ten indexes, respectively. Finally, the best index was selected and subgroup analysis was performed to further evaluate the risk level in different populations. Among the 2811 participants, 305 (11%) were diagnosed with GSD. According to results from univariate and multivariate logistic regression models, elevated levels of IR surrogates were significantly associated with an increased risk of GSD, including triglyceride glucose-body mass index (TyG-BMI), triglyceride glucose-waist circumference (TyG-WC), triglyceride glucose-waist to height ratio (TyG-WHtR), homeostasis model assessment-insulin resistance (HOMA-IR), metabolic score for insulin resistance (METS-IR), Chinese visceral adiposity index (CVAI), and lipid accumulation product (LAP). The RCS also confirmed the trend of positive correlation between the above indexes and GSD (p for overall < 0.0001). The ROC curves showed that TyG-WHtR demonstrated the strongest predictive power among these indexes, with an area under the curve of 0.6796 (95% CI 0.6513-0.7090). Subgroup analysis of the correlation between TyG-WHtR and GSD showed that the correlation was more pronounced among females, the never-married group, the nondiabetic group, and the group that did not use hypoglycemic or lipid-lowering medication. This study identified several novel IR surrogates that had significant positive correlations with the development of GSD. Among these indexes, TyG-WHtR was the strongest predictor of GSD, and the correlation was more pronounced in female groups and non-diabetic groups, which may provide significant value for screening, disease prediction, and early intervention in high-risk groups in clinical practice.
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