ArticleEndocrine2022
Triglyceride-glucose index associated with the risk of cardiovascular disease: the Kailuan study.
Article in Endocrine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 5 of them syntheses that pooled it.
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Who cites it
44 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Pooled it
- The impact of triglyceride-glucose index on ischemic stroke: a systematic review and meta-analysis.Cardiovascular diabetology · 2023Pooled it
- Association between triglyceride glucose index and risk of cerebrovascular disease: systematic review and meta-analysis.Cardiovascular diabetology · 2022Pooled it
- Relationship between the triglyceride-glucose index and risk of cardiovascular diseases and mortality in the general population: a systematic review and meta-analysis.Cardiovascular diabetology · 2022Pooled it
- Triglyceride-glucose index and the incidence of stroke: A meta-analysis of cohort studies.Frontiers in neurology · 2022Pooled it
- Vitamin D supplementation for cardiometabolic risk markers in pregnant women based on the gestational diabetes mellitus or obesity status : a randomized clinical trial.European journal of nutrition · 2024Trial
- Triglyceride-glucose index as a cardiovascular risk marker: updated evidence, limitations, and future perspectives.Lipids in health and disease · 2026Review
- Association between the triglyceride glucose-waist-to-height ratio and stroke risk among middle-aged and elderly Chinese adults.BMC endocrine disorders · 2025Article
- Elevated triglyceride-glucose index and its combination with anthropometric indices as indicators of the risk of new-onset transient ischemic attack: a prospective cohort study.Cardiovascular diabetology · 2025Article
- Association between C-reactive protein-triglyceride glucose index and Future cardiovascular disease risk in a population with cardiovascular-Kidney-metabolic syndrome stage 0-3.Scientific reports · 2025Article
- Association of novel triglyceride-glucose-related indices with incident stroke in early-stage cardiovascular-kidney-metabolic syndrome.Cardiovascular diabetology · 2025Article
- Combined association of triglyceride-glucose index and systemic inflammation index on all-cause and cardiovascular mortality.Scientific reports · 2025Article
- Association of body mass index combined with triglyceride-glucose index in cardiovascular disease risk: a prospective cohort study.Scientific reports · 2025Article
- Association between the triglyceride-glucose index and silent myocardial infarction in the general population.Scientific reports · 2025Article
- Triglyceride-glucose index as a marker in cardiovascular diseases; a bibliometric study and visual analysis.Annals of medicine and surgery (2012) · 2025Review
- Cardiovascular risk prediction in hemodialysis patients using the triglyceride-glucose index: a multicenter prospective cohort study.Clinical kidney journal · 2025Article
- Establishing and internally validating a predictive model for coronary heart disease incorporating triglyceride-glucose index, monocyte-to-high-density lipoprotein cholesterol ratio and conventional risk factors in patients experiencing chest pain and referred for invasive coronary angiography.Lipids in health and disease · 2025Article
- Triglyceride-glucose index is associated with microcirculatory resistance in patients with type 2 diabetes and STEMI undergoing primary PCI.Scientific reports · 2025Observational
- The association between TyG index and cardiovascular mortality is modified by antidiabetic or lipid-lowering agent: a prospective cohort study.Cardiovascular diabetology · 2025Article
- Impact of triglyceride-glucose index on risk of cardiovascular disease among non-diabetic hypertension patients: a 10-year prospective cohort study.BMC public health · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposePrevious studies suggest that triglyceride-glucose index (TyG) index, as a marker of insulin resistance, may have associations with the risk of cardiovascular diseases (CVD) in elderly population. Given the paucity of data, it remains controversial, especially in general Chinese population. We aimed to further assess whether TyG index is an independent risk factor for CVD.
methodsWe conducted a prospective cohort study that enrolled a total of 96,541 participants from the Kailuan Study. TyG index was calculated as ln (fasting triglyceride [mg/dL] × fasting glucose [mg/dL]/2). Participants were divided into four groups (Q1, Q2, Q3, and Q4) by quartiles of the TyG index. Any CVD events occurred during 2006-2017 were recorded, including myocardial infarction (MI) and stroke. We assessed the association of TyG index with the risk of CVD and the subtypes of CVD by using Cox models estimated hazard ratios (HRs) and 95% confidence interval (CIs).
resultsDuring a median follow-up of 10.33 years, totally 6421 CVD events, 1493 MIs, and 5083 stroke events occurred. Multivariate Cox regression analysis showed that compared with Q1, HR (95% CI) for CVD events was 1.12 (95%, 1.03-1.21) in Q2, 1.28 (95%, 1.18-1.38) in Q3, and 1.34 (95%, 1.23-1.45) in Q4. In a time-dependent Cox Model we also found that compared with Q1, HR (95% CI) for CVD events was 1.09 (95%, 1.02-1.18) in Q2, 1.18 (95%, 1.09-1.27) in Q3, and 1.20 (95%, 1.11-1.30) in Q4. Similar results were showed in MI and stroke.
conclusionsTyG index as a marker of insulin resistance was an independent risk factor for CVD. This may help in the early identification of people at high risk of CVD and be applicable to the primordial and primary prevention.
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