ArticleFrontiers in endocrinology2024
Normal triglyceride concentration and the risk of diabetes mellitus type 2 in the general population of China.
Article in Frontiers in endocrinology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed, 16 citations in OpenAlex.
- Metabolic and cardiovascular profiles in diabetes type 2: a comparative analysis of zinc homeostasis and blood pressure-a single center case-control study.Scientific reports · 2026Article
- Correlation analysis of serum glycosylphosphatidylinositol mannosyltransferase 1 (GMP1) levels in type 2 diabetes mellitus patients.Journal of medical biochemistry · 2026Article
- Editorial: The role of normal blood lipid levels in metabolic and endocrine diseases.Frontiers in endocrinology · 2026Article
- A dose-response relationship between low-density lipoprotein cholesterol levels within the normal range and the incidence of diabetes mellitus: a retrospective cohort study.Frontiers in endocrinology · 2026Article
- Dose-response relationships of normal blood lipid levels in metabolic and endocrine diseases: mechanistic similarities, differences, and functional insights.Frontiers in endocrinology · 2026Review
- Article
- Application of generalized linear mixed effects random forest for identifying risk factors of prediabetes in Tehran Lipid and Glucose Study.Scientific reports · 2025Article
- Triglyceride-glycated hemoglobin index as a superior predictor of type 2 diabetes risk in a large-scale retrospective cohort study.Scientific reports · 2025Article
- Classification and identification of risk factors for type 2 diabetes.World journal of diabetes · 2025Review
- Assessment of ImmobilizedFoods (Basel, Switzerland) · 2024Article
- Temporal changes in lipid concentrations and the prevalence of dyslipidemia among individuals with diabetes, prediabetes, and normal blood glucose from 2011 to 2015.Lipids in health and disease · 2024Article
- Lipids, Genetics, and the Risk of Type 2 Diabetes: More Studies Needed to Uncover the Mysteries.JACC. Asia · 2024Article
- Fasting Triglycerides in the Upper Normal Range Are Independently Associated with an Increased Risk of Diabetes Mortality in a Large Representative US Population.Journal of cardiovascular development and disease · 2024Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Hypertriglyceridemia and its derivatives are independent predictors of diabetes mellitus type 2 (T2DM). However, the relationship between triglyceride concentrations within the normal range and the incidence of T2DM remains to be clarified. This study investigated the potential relationship between variations in plasma triglyceride levels within the normal range and T2DM onset using data from a longitudinal study of health and retirement in China. Methods: Between, 2010 and, 2016, we conducted a retrospective cohort study involving 36,441 individuals with normal triglyceride levels. Using a Cox proportional hazards regression model, we examined the connection between normal triglyceride levels and T2DM incidence. We employed this method with smooth curve fitting to investigate potential nonlinear associations. Subgroup analyses were performed based on age, sex, body mass index, smoking and drinking status, hypertension, and family history of diabetes. Results: A significant linear relationship was observed between normal triglyceride levels and the incidence of T2DM. The hazard ratio for T2DM in individuals with normal triglycerides was 1.81 (95% confidence interval: 1.39, 2.36); P<0.001). Kaplan-Meier analysis further demonstrated a prospective association between the higher tertiles of normal triglyceride levels and the development of T2DM (P<0.001). Subgroup analysis revealed a stronger positive correlation between normal triglyceride levels in females and the risk of T2DM. Discussion: An increase in triglyceride levels within the normal range is related to a continuous increase in the incidence of T2DM in the general population. These findings show that almost everyone can benefit from reducing triglyceride levels, further emphasizing the importance of lifestyle changes in the general population.
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