ArticleCardiovascular diabetology2024
Association between the triglyceride-glucose index and all-cause and CVD mortality in the young population with diabetes.
Article in Cardiovascular diabetology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 82 papers.
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82 citing papers in PubMed.
- Association between carbohydrate-to-fiber ratio and endometriosis in U.S. women: mediating role of neutrophil-percentage-to-albumin ratio.Annals of medicine · 2026Article
- Weight-adjusted waist index and risk of cardiovascular and all-cause mortality in chronic kidney disease: NHANES 2005-2018 analysis of 5,381 adults.Renal failure · 2026Article
- Divergent associations of TyG index and HOMA-IR with cardiovascular and cerebrovascular mortality in non-diabetic elderly: a competing risk analysis of NHANES 2003‒2020.Clinics (Sao Paulo, Brazil) · 2026Article
- Association of Triglyceride-Glucose Index, Triglyceride/HDL Cholesterol Ratio and Metabolic Score for Insulin Resistance With Asymptomatic Organ Damage in Previously Untreated Patients With Hypertension.Journal of clinical hypertension (Greenwich, Conn.) · 2026Article
- Observational
- Predictive significance of triglyceride-glucose index in forecasting adverse cardiovascular events among Type 2 diabetes mellitus patients with co-existing metabolic dysfunction-associated steatotic liver disease (MASLD): evidence from two cohort studies.Cardiovascular diabetology · 2026Article
- Age- and Sex-Specific Distribution of the Triglyceride-Glucose Index in a Large Chinese Population: Cross-Sectional Study.JMIR diabetes · 2026Article
- Dietary trace mineral intake and risk of all-cause and cardiovascular mortality in population with cardiovascular-kidney-metabolic syndrome stage 0-3: a cohort study.BMC public health · 2026Article
- Lipid profile dynamics and associated cardiovascular disease risk indices in Chinese people living with human immunodeficiency virus receiving antiretroviral therapy.BMC infectious diseases · 2026Article
- Correlation analysis of serum glycosylphosphatidylinositol mannosyltransferase 1 (GMP1) levels in type 2 diabetes mellitus patients.Journal of medical biochemistry · 2026Article
- Associations of cumulative exposure and dynamic trajectories of cholesterol-HDL-glucose (CHG) index with cardiovascular disease in middle-aged and older Chinese adults: a longitudinal analysis.Cardiovascular diabetology · 2026Article
- Triglyceride glucose index and modified triglyceride glucose indices are instrumental to optimize 3P medical management for postpartum cardiovascular disease.The EPMA journal · 2026Article
- Simplicity meets accuracy: TyG-Waist as a practical alternative to CVAI for type 2 diabetes prediction in high-risk Chinese adults.BMC endocrine disorders · 2026Article
- Triglyceride glucose index-a body shape index (TyG-ABSI) outperforms traditional obesity indices in predicting all-cause and cardiovascular mortality in metabolic-dysfunction associated steatotic liver disease: the mediating role of biological aging.Cardiovascular diabetology · 2026Article
- Association of triglyceride glucose index with mortality in critically ill patients with atherosclerotic cardiovascular disease: analysis of the MIMIC-IV database.European journal of medical research · 2026Article
- Association between the newly proposed triglyceride glucose-a body shape index (TyG-ABSI) and atherosclerotic cardiovascular disease in the general population: modest diagnostic improvement compared with traditional TyG-related parameters.Cardiovascular diabetology · 2026Article
- Combining triglyceride‑glucose index and novel anthropometric measures to predict mortality risk in patients with T2DM: a prospective cohort study.BMC endocrine disorders · 2026Article
- Nonlinear Relationship Between the Triglyceride-Glucose Index and All-Cause and Cardiovascular Mortality in Diabetes Mellitus Patients With Hypertension: A National Cohort Study.International journal of endocrinology · 2026Article
- Association of the Triglyceride Glucose Index and Epicardial Adipose Tissue with Type 2 Diabetes Mellitus Complicated by Coronary Atherosclerotic Heart Disease.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Development and validation of a nomogram prediction model for cardiovascular comorbidities in COPD patients based on hypertension.Frontiers in medicine · 2026Article
22 more citing papers are in PubMed but not listed here.
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4 authors.
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Abstract
backgroundAlthough studies have demonstrated the value of the triglyceride-glucose (TyG) index for cardiovascular disease (CVD) and cardiovascular mortality, however, few studies have shown that the TyG index is associated with all-cause or CVD mortality in young patients with diabetes. This study aimed to investigate the association between the TyG index and all-cause and CVD mortality in young patients with diabetes in the United States.
methodsOur study recruited 2440 young patients with diabetes from the National Health and Nutrition Examination Survey (NHANES) 2001-2018. Mortality outcomes were determined by linking to National Death Index (NDI) records up to December 31, 2019. Cox regression modeling was used to investigate the association between TyG index and mortality in young patients with diabetes. The nonlinear association between TyG index and mortality was analyzed using restricted cubic splines (RCS), and a two-segment Cox proportional risk model was constructed for both sides of the inflection point.
resultsDuring a median follow-up period of 8.2 years, 332 deaths from all causes and 82 deaths from cardiovascular disease were observed. Based on the RCS, the TyG index was found to have a U-shaped association with all-cause and CVD mortality in young patients with diabetes, with threshold values of 9.18 and 9.16, respectively. When the TyG index was below the threshold value (TyG index < 9.18 in all-cause mortality and < 9.16 in CVD mortality), its association with all-cause and CVD mortality was not significant. When the TyG index was above the threshold (TyG index ≥ 9.18 in all-cause mortality and ≥ 9.16 in CVD mortality), it showed a significant positive association with all-cause mortality and CVD mortality (HR 1.77, 95% CI 1.05-2.96 for all-cause mortality and HR 2.38, 95% CI 1.05-5.38 for CVD mortality).
conclusionOur results suggest a U-shaped association between TyG index and all-cause and CVD mortality among young patients with diabetes in the United States, with threshold values of 9.18 and 9.16 for CVD and all-cause mortality, respectively.
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