ArticleFrontiers in endocrinology2022
A high triglyceride glucose index is associated with early renal impairment in the hypertensive patients.
Article in Frontiers in endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed, 15 citations in OpenAlex.
- The predictive value of early systemic inflammatory response index (SIRI), serum βRenal failure · 2026Article
- Associations of nine insulin resistance-related indices with the incidence and progression of cardiovascular-liver-metabolic multimorbidity: a large prospective cohort study.Cardiovascular diabetology · 2026Article
- Associations of eight insulin resistance-related indices and genetic risk with incident cardiometabolic multimorbidity among participants with hypertension: a large prospective cohort study.Cardiovascular diabetology · 2026Observational
- Triglyceride-glucose-based indices in relation to vitamin D concentrations among adults with metabolic syndrome.PloS one · 2026Article
- Propensity score analysis of triglyceride-glucose index in newly diagnosed patients with essential hypertension as a predictor of microalbuminuria.Frontiers in endocrinology · 2026Observational
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- Association of Triglyceride-Glucose Body Mass Index with Target Organ Damage in Essential Hypertension: A Retrospective Cohort Study.Journal of clinical hypertension (Greenwich, Conn.) · 2025Article
- U-shaped association between triglyceride-glucose index and acute kidney injury in critically ill children with cardiac diseases.Frontiers in endocrinology · 2025Article
- Application of shear wave elastography in the assessment of renal cortical elasticity in patients with hypertension.Frontiers in medicine · 2025Article
- Predictive value of triglyceride glucose index in acute kidney injury in patients with severe traumatic brain injury.Scientific reports · 2024Article
- Association between triglyceride-glucose index and acute kidney injury in patients with acute myocardial infarction based on medical information mart for intensive care database: A cross-sectional study.Journal of medical biochemistry · 2024Article
- Associations of the TyG index with albuminuria and chronic kidney disease in patients with type 2 diabetes.PloS one · 2024Article
- Triglyceride-glucose index is associated with heart failure with preserved ejection fraction in different metabolic states in patients with coronary heart disease.Frontiers in endocrinology · 2024Article
- Triglyceride glucose index and renal function decline in Han Chinese hypertensive patients.Journal of clinical hypertension (Greenwich, Conn.) · 2023Article
- Association between the triglyceride glucose (TyG) index and the risk of acute kidney injury in critically ill patients with heart failure: analysis of the MIMIC-IV database.Cardiovascular diabetology · 2023Article
- Elevated triglyceride-glucose index predicts mortality following endovascular abdominal aortic aneurysm repair.Frontiers in nutrition · 2023Article
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5 authors at 2 institutions in 1 country.
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Abstract
Objective: Serum β2-microglobulin (β2-MG) and serum cystatin C (CysC) are sensitive and reliable indicators of early renal impairment. Triglyceride glucose index (TyG) is an emerging vital indicator of insulin resistance and is associated with increased risk of hypertension. We aimed to analyze the relationship between TyG and early renal impairment in hypertensive patients. Methods: A retrospective analysis was performed on 881 hypertensive patients treated in Qinghai Provincial People, s Hospital from March 2018 to March 2021, their clinical data and corresponding laboratory index values were recorded, and the TyG index was calculated. According to the TyG index, the patients were divided into a low TyG (L-TyG) group (TyG ≤ 8.50, n=306), medium TyG (M-TyG) group (8.51≤TyG ≤ 8.94, n=281), and high TyG (H-TyG) group (TyG>8.95, n=294) in sequence by using tertiles. Then, according to serum β2-MG and CysC levels, they were divided into a normal renal function group (β2-MG ≤ 2.4 mg/L, n=700 and CysC ≤ 1.25mg/L, n=721) and a renal function injury group (β2-MG>2.4 mg/L, n=181, and CysC>1.25 mg/L, n=160). Multivariate linear regression analysis was used to analyze the influencing factors of serum β2-microglobulin and cystatin C. Multivariate Logistic regression was used to analyze the relationship between the TyG index and early renal impairment in hypertensive patients. The receiver operating characteristic curve (ROC) was used to determine the value of the TyG index in predicting early renal impairment in patients with hypertension. Result: As the TyG index level increased, serum β2-MG and CysC levels also gradually increased. Multivariate linear regression analysis showed that TyG index was the influencing factor of serum β2-MG (B=0.060, P=0.007) and serum CysC (B=0.096, P<0.001). For every 1 standard deviation increase in the TyG index, the serum β2-MG and CysC increased by 0.06mg/L and 0.096mg/L, respectively. When compared to the normal group, the TyG level (8.91 ± 0.65 vs 8.64 ± 0.60, P<0.001) was higher in the renal impairment group with β2-MG>2.4 mg/L. The results of multivariate logistic regression analysis revealed that for every 1 standard deviation increase in the TyG index, the risk of early renal impairment in hypertensive patients increased 1.53 times (OR=1.53, 95%CI 1.006-2.303).The ROC curves showed that the TyG index was not superior to TG in predicting early renal impairment in hypertensive patients. the AUC values were 0.623 and 0.617, respectively. Then, when CysC>1.25 mg/L was used as the renal damage group, the level of TyG was still higher than that in the normal group (8.94 ± 0.67 and 8.64 ± 0.60, P<0.001). Multivariate Logistic regression analysis showed that for every 1 standard deviation increase in the TyG index, the risk of early renal impairment in hypertensive patients increased 2.82 times (OR=2.82, 95%CI 1.863-4.262). The ROC curves showed that the TyG index was not superior to TG in predicting early renal impairment in hypertensive patients. the AUC values were 0.629 and 0.626, respectively. Conclusion: TyG index is an influential factor in serum β2-MG and CysC levels. The elevated TyG index levels are closely associated with the occurrence and development of early renal impairment in hypertensive patients, but it should be used cautiously in the prediction of early renal impairment.
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