ArticleFrontiers in endocrinology2023
Association of TyG index with prehypertension or hypertension: a retrospective study in Japanese normoglycemia subjects.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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20 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- The triglyceride-glucose index is associated with a higher risk of hypertension: evidence from a cross-sectional study of Chinese adults and meta-analysis of epidemiology studies.Frontiers in endocrinology · 2025Pooled it
- Association of the TyG-related indices with hypertension-diabetes comorbidity in middle-aged and older adults: a suburban community-based study.BMC cardiovascular disorders · 2026Article
- Prognostic value of four insulin resistance indices in predicting new-onset hypertension: a retrospective cohort study.Frontiers in endocrinology · 2026Article
- Sex specific associations of urinary metals with TyG index in the Chinese elderly .Scientific reports · 2025Article
- Article
- Prognostic value of triglyceride-glucose index on predicting major adverse cardiovascular events in hypertensive patients: a systematic review and meta-analysis.American journal of preventive cardiology · 2025Article
- Prognostic value of the triglyceride-glucose index in advanced gastric cancer: A call for further exploration.World journal of gastroenterology · 2025Article
- Association between triglyceride glucose index and all-cause mortality in patients with critical atrial fibrillation in the MIMIC-IV database.Scientific reports · 2025Article
- Negative association between 15 obesity- and lipid-related indices and testosterone in adult males: a population based cross-sectional study.Lipids in health and disease · 2025Article
- Association of the triglyceride glucose index with obesity indicators and hypertension in American adults based on NHANES 2013 to 2018.Scientific reports · 2025Article
- Article
- Childhood triglyceride-glucose index and pre-hypertension in adulthood: a prospective cohort study.Frontiers in endocrinology · 2025Article
- Associations of triglyceride-glucose index and metabolic score for insulin resistance with various hypertension phenotypes in children and adolescents: results from the 2017 China nutrition and health surveillance.Frontiers in endocrinology · 2025Article
- Article
- Exploring the S-shaped relationship between triglyceride-glucose index and serum uric acid levels in individuals with osteoporotic fracture.Frontiers in endocrinology · 2025Article
- Prediabetes Increases the Risk of Frailty in Prefrail Older Adults With Hypertension: Beneficial Effects of Metformin.Hypertension (Dallas, Tex. : 1979) · 2024Article
- Systolic blood pressure status modifies the associations between the triglyceride-glucose index and incident cardiovascular disease: a national cohort study in China.Cardiovascular diabetology · 2024Article
- Associations of the triglyceride-glucose index and atherogenic index of plasma with the severity of new-onset coronary artery disease in different glucose metabolic states.Cardiovascular diabetology · 2024Article
- Exploring Gender Differences in the Association Between TyG Index and COPD: A Cross-Sectional Study from NHANES 1999-2018.International journal of chronic obstructive pulmonary disease · 2024Article
- Triglyceride-Glucose Index (TyG Index) in Association with Blood Pressure in Adults: A Retrospective Study.International journal of general medicine · 2024Article
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5 authors at 1 institution in 1 country.
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Abstract
Aim: The objective of our study was to investigate the potential association between the triglyceride and glucose (TyG) index and the occurrence of prehypertension or hypertension in a cohort of normoglycemic Japanese subjects. Methods: The NAGALA physical examination program was conducted in 1994 at Murakami Memorial Hospital in Gifu City, Japan. For our retrospective study, we selected 15,450 participants who had taken part in this program. Our aim was to explore the potential link between the TyG index, a surrogate marker for insulin resistance, and the presence of prehypertension (pre-HTN) or hypertension (HTN). Our analysis included adjustments for clinical demographic attributes and serum biomarkers. Logistic regression was employed to assess the relationship between the TyG index and the likelihood of pre-HTN or HTN. Results: A total of 15,450 study subjects were included in our analysis. Notably, the prevalence of both pre-HTN and HTN displayed an ascending trend with increasing quartiles of the TyG index. In our comprehensive multivariable logistic regression analysis, when evaluating TyG as a continuous variable, the adjusted odds ratio (OR) for pre-HTN was OR 1.31 [95% CI 1.11-1.56], while for HTN, it was OR 1.76 [95% CI 1.24-2.5] within the fully adjusted model (model 3). When TyG was stratified into quartiles within model 3, the adjusted ORs for pre-HTN were OR 1.16 [95% CI 1.02-1.31], OR 1.22 [95% CI 1.06-1.41], and OR 1.31 [95% CI 1.08-1.59], respectively, using quartile 1 as the reference. The adjusted ORs for HTN in quartiles 2, 3, and 4 were OR 1.22 [95% CI 0.89-1.66], OR 1.4 [95% CI 1.02-1.91], and OR 1.48 [95% CI 1.02-2.15], respectively, within the same model and analysis, with quartile 1 as the reference. Subgroup analysis indicated that the TyG index exhibited a significant positive correlation with the risk of hypertension or prehypertension, except in the subgroup aged ≥65 years. Conclusion: Our study highlights a robust correlation between the TyG index and the likelihood of pre-HTN or HTN in normoglycemic Japanese subjects. This underscores the potential clinical relevance of the TyG index in refining early hypertension management strategies. Nonetheless, the validation of these findings necessitates larger studies with extended follow-up periods.
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