ArticleCardiovascular diabetology2023
The triglyceride glucose index trajectory is associated with hypertension: a retrospective longitudinal cohort study.
Article in Cardiovascular diabetology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.
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Who cites it
58 citing papers in PubMed, 70 citations in OpenAlex.
- Ambient PMEnvironment & health (Washington, D.C.) · 2026Article
- Cumulative exposure and dynamic trajectories of the C-reactive protein-triglyceride-glucose index (CTI) versus the cholesterol, high-density lipoprotein, and glucose index (CHG) for incident hypertension prediction: a national cohort study.Cardiovascular diabetology · 2026Article
- Predictive value of an integrated insulin resistance and lipometabolic score for cardiometabolic multimorbidity in older adults: a UK cohort study.Cardiovascular diabetology · 2026Article
- Association of triglyceride-glucose index with carotid atherosclerosis in the general population: a case-control study of 14,535 participants.BMC cardiovascular disorders · 2026Article
- Exploring the relationship between lymphatic system damage and insulin resistance in T2DM based on vascular periadventitial tensor analysis and triglyceride-glucose index.BMC endocrine disorders · 2026Article
- The triglyceride-glucose index as an independent associate of severe tubulointerstitial fibrosis and a predictor of renal survival in IgA nephropathy.Frontiers in endocrinology · 2026Article
- TyG index predicts adverse cardiovascular outcomes in patients with multimorbidity of hypertension and obstructive coronary artery disease: a cohort study.Frontiers in cardiovascular medicine · 2026Article
- Independent prognostic value of the triglyceride-glucose index and its incremental predictive contribution beyond traditional risk markers in acute heart failure: a retrospective cohort study.Frontiers in cardiovascular medicine · 2026Article
- Article
- Fasting plasma glucose trajectories are associated with ischemic stroke in the elderly: a longitudinal study using group-based trajectory modeling in Chinese communities.BMC public health · 2025Article
- Cumulative triglyceride-glucose index and hypertension risk: a longitudinal cohort study.BMC public health · 2025Observational
- Association between triglyceride glucose index trajectory and risk of hypertension in rural residents: a prospective cohort study.Scientific reports · 2025Article
- Impact of Blood Pressure Across the Life Course on Arterial Stiffness in Midlife: The Mediating Role of Metabolic Factors.MedComm · 2025Article
- Association between the stress hyperglycemia ratio and elevated blood pressure among U.S. adolescents aged 12-17.Cardiovascular diabetology · 2025Article
- Association between triglyceride-glucose index trajectories and in-hospital mortality in sepsis: a cohort study based on the MIMIC-IV database.Lipids in health and disease · 2025Article
- The additive effect of cardiopulmonary fitness and triglyceride-glucose index on the risk of metabolic syndrome.BMC cardiovascular disorders · 2025Article
- Association between the TyG index and MAFLD and its subtypes: a population-based cross-sectional study.BMC gastroenterology · 2025Article
- Article
- C-reactive protein-triglyceride glucose index and stroke risk in early cardiovascular-kidney-metabolic syndrome: a National cohort study.BMC cardiovascular disorders · 2025Article
- The association between triglyceride-glucose index and the recurrence of myocardial infarction in young patients with previous coronary heart disease.Scientific reports · 2025Article
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPrevious studies have found that the triglyceride glucose index (TyG index) trajectories are associated with cardiovascular diseases. However, the association between the patterns of TyG index trajectories and risk for hypertension has not been investigated. In a longitudinal general population, we aimed to identify distinct TyG index trajectories over 12 years and describe their association with incidence of hypertension.
methodOf the 15,056 adults retrospectively recruited from the Physical Examination Center of the Second Affiliated Hospital of Dalian Medical University in northeast of China from 2011 to 2022. TyG index was calculated as ln (fasting TG [mg/dL] × FPG [mg/dL]/2) and the TyG index trajectories were developed using group-based trajectory modelling. Cox regression analysis was accomplished to assess the association between TyG index and incidence of hypertension.
resultsThe median age of the population was 38 years, and 7352 (48.83%) of the participants were men. Three distinct TyG index trajectories were identified: "low increasing" (N = 7241), "moderate increasing" (N = 6448), and "high stable" (N = 1367). Using "low increasing" trajectory as a reference, "moderate increasing" and "high stable" trajectory were associated with increased risk of hypertension (HR = 2.45; 95% CI 2.25-2.67 and HR = 3.88; 95% CI 3.48-4.33). After adjusting for baseline sex, age, diabetes, smoking, systolic blood pressure, diastolic blood pressure, BMI, cholesterol, high density lipoprotein cholesterol, low density lipoprotein cholesterol, blood glucose, triglyceride, urea, uric acid, and glomerular filtration rate, the HR were slightly attenuate in "moderate increasing" and "high stable" trajectories to 1.38 (95% CI 1.23-1.54) and 1.69 (95% CI 1.40-2.02) respectively. Meanwhile, similar results were observed in multiple sensitivity analyses. The HR of the "moderate increasing" and "high stable" trajectory groups were 2.63 (95% CI 2.30-3.00) and 4.66 (95% CI 3.66-5.93) in female, and 1.66 (95% CI 1.48-1.86) and 2.33 (95% CI 2.04-2.66) in male.
conclusionsElevated TyG index at baseline and long-term TyG index trajectories were associated with the risk of hypertension. Early identification of increasing TyG index could provide insights for preventing hypertension later in life.
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