ArticleCardiovascular diabetology2023
Association between insulin resistance and uncontrolled hypertension and arterial stiffness among US adults: a population-based 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 81 papers, 1 of them a synthesis that pooled it.
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Who cites it
81 citing papers in PubMed, 1 synthesis or guideline pooled it, 114 citations in OpenAlex.
- Effectiveness of exercise training on arterial stiffness and blood pressure among postmenopausal women: a systematic review and meta-analysis.Systematic reviews · 2024Pooled it
- Association of Estimated Pulse Wave Velocity with Chronic Kidney Disease Risk: A Machine Learning Analysis Based on NHANES and CHARLS.Healthcare (Basel, Switzerland) · 2026Article
- Association between triglyceride-glucose index and elevated blood pressure among U.S. adolescents aged 12-17.Pediatric research · 2026Article
- Association of physical activity with arterial stiffness: the mediating role of the visceral fat metabolism score.Archives of endocrinology and metabolism · 2026Article
- Joint association of high-sensitivity C-reactive protein and cumulative atherogenic index of plasma with cardiovascular disease risk in CKM syndrome stages 0-3: a prospective cohort study.BMC cardiovascular disorders · 2026Article
- The association between triglyceride-glucose index and major adverse cardiovascular and cerebrovascular events in patients with heart failure.Journal of health, population, and nutrition · 2026Article
- Association of vascular aging and insulin resistance with cardiovascular outcomes in China: PURE cohort study.International journal of surgery (London, England) · 2026Article
- Machine learning evaluation of TyG-based metrics for arteriosclerosis progression.Scientific reports · 2026Article
- Endothelial activation and stress index links to cardiovascular disease in postmenopausal women mediated by arterial stiffness: A cross-sectional study of National Health and Nutrition Examination Survey 1999-2018.The Journal of international medical research · 2026Article
- Joint associations of anthropometric indices and C-reactive protein-triglyceride-glucose index with incident hypertension: a stratified analysis by blood pressure level from the CHARLS, 2011-2020.Cardiovascular diabetology · 2026Article
- Association between metabolic dysregulation and frailty in four prospective cohorts.Journal of health, population, and nutrition · 2026Article
- Article
- Association Between NHHR and Future Cardiovascular Disease Among Patients With CKM Stages 0-3: A Nationwide Prospective Cohort Study.Journal of clinical hypertension (Greenwich, Conn.) · 2026Article
- Inferior metabolic control in isolated diabetic patients under the context of multimorbidity management: a comparative study.BMC endocrine disorders · 2026Article
- Investigation of the causal effects of hypertension, candesartan, lisinopril, and ramipril on gout.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Relationship between nine triglyceride-glucose-related indices and cardiometabolic multimorbidity incidence in patients with cardiovascular-kidney-metabolic syndrome stage 0-3: a nationwide prospective cohort study.Cardiovascular diabetology · 2026Observational
- Relationship of HOMA-IR with chronic kidney disease in diabetic and non-diabetic Chinese populations: findings from the REACTION study.Frontiers in endocrinology · 2026Article
- Prognostic value of four insulin resistance indices in predicting new-onset hypertension: a retrospective cohort study.Frontiers in endocrinology · 2026Article
- Association of the single-point insulin sensitivity estimator with arterial stiffness: a cross-sectional analysis.Frontiers in endocrinology · 2026Article
- A body shape index combined with the triglyceride-glucose index for cardiovascular risk prediction in overweight and obese Chinese adults.Frontiers in cardiovascular medicine · 2026Article
21 more citing papers are in PubMed but not listed here.
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPrior research has established the correlation between insulin resistance (IR) and hypertension. While the association between triglyceride-glucose (TyG) index, a reliable surrogate marker of IR, and uncontrolled hypertension as well as arterial stiffness among individuals with hypertension remains undisclosed.
methodsIn this study, a total of 8513 adults diagnosed with hypertension from the National Health and Nutrition Examination Survey 1999-2018 were included. The primary outcome of the study are arterial stiffness (represented with estimated pulse wave velocity, ePWV) and uncontrolled hypertension. Logistic regression model, subgroup analysis, restricted cubic spine, and smooth curve fitting curve were conducted to evaluate the association between the IR indicators and uncontrolled hypertension and arterial stiffness in individuals with hypertension.
resultsAmong included participants, the overall prevalence of uncontrolled hypertension was 54.3%. After adjusting for all potential covariates, compared with the first quartile of TyG index, the risk of uncontrolled hypertension increased about 28% and 49% for participants in the third quartile (OR, 1.28; 95% CI 1.06-1.52) and the fourth quartile (OR, 1.49; 95% CI 1.21-1.89) of TyG index, respectively. The higher OR of TyG index was observed in participants taking antihypertensive medication [fourth quartile versus first quartile (OR, 2.03; 95% CI 1.37-3.11)]. Meanwhile, we explored the potential association between TyG index and arterial stiffness and found that TyG index was significantly associated with increased arterial stiffness (β for ePWV, 0.04; 95% CI 0.00-0.08; P = 0.039). However, traditional IR indicator HOMA-IR showed no significant positive correlation to uncontrolled hypertension as well as arterial stiffness in US adults with hypertension.
conclusionElevated levels of the TyG index were positive associated with prevalence of uncontrolled hypertension and arterial stiffness among US adults with hypertension.
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