ArticleScientific reports2024
Relationship of triglyceride-glucose index to gallstone prevalence and age at first gallstone surgery in American adults.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- The association between dietary protein and gallstones in adults under 60 years old: A cross-sectional study.Medicine · 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
- Enhanced prediction of cholecystectomy using obesity-modified TyG indices: a machine learning and SHAP-based study.European journal of medical research · 2025Article
- Association between weekly sleep duration and gallstones in a US-based adult sample: A cross-sectional study.Medicine · 2025Article
- Evaluating the liver fibrosis and waist-to-height ratio(LFWHR) as a gallstone disease predictor: a nomogram model and SHAP analysis.Scientific reports · 2025Article
- Cardiometabolic index as a predictor of gallstone risk: evidence from NHANES 2017-2020.BMC gastroenterology · 2025Article
- Association between the atherogenic index of plasma and the systemic immuno-inflammatory index using NHANES data from 2005 to 2018.Scientific reports · 2025Article
- Body Mass Index mediates the relationship between estimated glucose disposal rate and gallstones.Scientific reports · 2025Article
- High serum uric acid levels are associated with increased prevalence of gallstones in adult women: a cross-sectional study based on NHANES.Frontiers in medicine · 2025Article
- Association of neutrophil percentage to albumin ratio with gallstones: a cross-sectional study from the United States NHANES.BMC public health · 2024Article
- Elevated metabolic score for visceral fat was associated with increased prevalence of gallstones in American adults: a cross-sectional study.Frontiers in medicine · 2024Article
- Non-linear relationship between the first meal time of the day and gallstone incidence in American adults: a population-based cross-sectional study.Frontiers in nutrition · 2024Article
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Authors and funding
13 authors.
Funding
Abstract
The triglyceride-glucose (TyG) index is a novel marker of insulin resistance that has been strongly associated with many diseases related to metabolic disorders, such as diabetes, coronary heart disease, myocardial infarction, obesity, nonalcoholic fatty liver disease, and stroke. However, whether the TyG index is associated with the prevalence of gallstones has not been determined. Therefore, the purpose of this study was to evaluate the relationship between the TyG index and the prevalence of gallstones in American adults, as well as the age at which adults in America undergo their first gallstone surgery. We selected individuals from the National Health and Nutrition Examination Survey (NHANES) database from 2017 to March 2020. Based on the goal of our study, comprehensive inclusion and exclusion criteria were created. A logistic regression analysis, dose-response curve, and subgroup analysis were computed to assess the relationship between the TyG index and gallstone prevalence and age at first surgery for gallstone. A total of 3905 participants aged > 20 years were included in our study, of whom 421 had a self-reported history of gallstones. A total of 1884 (48.2%) males and 2021 (51.8%) females were included. After confounders adjustment, it was found single-unit increases in the TyG index were linked with a 25.0% increase in gallstone prevalence (odds ratio [OR] = 1.25, 95% confidence interval [95%CI]: 1.04, 1.51). After conversion of the TyG index values from continuous to categorical variables with tertiles, a marked 48% increase in gallstone incidence was found in tertile 3 relative to tertile 1 (OR = 1.48, 95% CI: 1.09, 1.99). The dose-response curve results indicated positive associations between gallstone prevalence and the TyG index, while the latter was negatively associated with age at first gallstone surgery. Based on subgroup analysis, the positive association between TyG index and high-incidence of gallstones was more significant in females (OR = 1.39, 95% CI: 1.09, 1.77), age < 40 years (OR = 2.02, 95% CI: 1.23, 3.29), and other race (OR = 1.46, 95% CI: 1.06, 2.02). A higher TyG index is associated with a higher incidence of gallstones and may lead to an earlier age of first gallstone surgery. However, a causal relationship between TyG and gallstones cannot be established.
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