ArticleJournal of clinical medicine2022
Triglyceride-Glucose Index for Early Prediction of Nonalcoholic Fatty Liver Disease: A Meta-Analysis of 121,975 Individuals.
Article in Journal of clinical medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 4 of them syntheses that pooled it.
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Who cites it
30 citing papers in PubMed, 4 syntheses or guidelines pooled it, 51 citations in OpenAlex.
- Diagnostic and prognostic value of triglyceride glucose index: a comprehensive evaluation of meta-analysis.Cardiovascular diabetology · 2024Pooled it
- Triglyceride-glucose index and health outcomes: an umbrella review of systematic reviews with meta-analyses of observational studies.Cardiovascular diabetology · 2024Pooled it
- Assessing the association between triglyceride-glucose index and atrial fibrillation: a systematic review and meta-analysis.European journal of medical research · 2024Pooled it
- The triglyceride and glucose index and risk of nonalcoholic fatty liver disease: A dose-response meta-analysis.Frontiers in endocrinology · 2022Pooled it
- Comparative Diagnostic Performance of Metabolic Scoring Indices for Ultrasonographic Hepatic Steatosis: Development and Validation of a Novel Composite Score in 1204 Consecutive Patients.Journal of clinical medicine · 2026Article
- Association between triglyceride-glucose index and liver enzymes in adults with metabolic syndrome: a retrospective cross-sectional study.Annals of medicine · 2025Article
- Prediction of Metabolic Dysfunction-Associated Steatotic Liver Disease via Advanced Machine Learning Among Chinese Han Population.Obesity surgery · 2025Article
- Association between the TyG index and MAFLD and its subtypes: a population-based cross-sectional study.BMC gastroenterology · 2025Article
- Diagnostic Accuracy of Anthropometric and Metabolic Indicators for Predicting MASLD: Evidence from a Large Cohort of Spanish Workers Using FLI and LAP.Medical sciences (Basel, Switzerland) · 2025Article
- Identification of pediatric MASLD using insulin resistance indices.JHEP reports : innovation in hepatology · 2025Article
- Atherosclerosis and Insulin Resistance: Is There a Link Between Them?Biomedicines · 2025Review
- Triglyceride-glucose index as a marker in cardiovascular diseases; a bibliometric study and visual analysis.Annals of medicine and surgery (2012) · 2025Review
- Exploring the TyG Index and the Homeostasis Model Assessment of Insulin Resistance as Insulin Resistance Markers: Implications for Fibromyalgia Management and Understanding-A Narrative Review.Diagnostics (Basel, Switzerland) · 2025Review
- Association between triglyceride-glucose related indices and at-risk NASH in U.S. adults with NAFLD: results from NHANES 2017-2020.Frontiers in endocrinology · 2025Article
- Triglyceride-glucose index associated with anthropometric parameters: Early markers in the progression of nonalcoholic fatty liver disease.Hepatology forum · 2025Article
- Nonlinear association between TyG-related Indices and motoric cognitive risk syndrome in depressive individuals: evidence from the CHARLS study.Frontiers in psychiatry · 2025Article
- A comparison between lipid-based vs. glycemic-based insulin sensitivity indices for the association with abnormal ECG findings and 20-year mortality among older adults.Cardiovascular diabetology · 2024Article
- Nonlinear relationship between the triglyceride-glucose index and alanine aminotransferase in children with short stature.Scientific reports · 2024Article
- Relationship between triglyceride-glucose index and endometriosis: a cross-sectional analysis.BMC women's health · 2024Article
- Association Between Insulin Resistance Indices and Liver Function Parameters Among Women With Polycystic Ovary Syndrome.Endocrinology, diabetes & metabolism · 2024Article
Corrections and comments
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Authors and funding
12 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Insulin resistance (IR) is a major contributor to the pathogenesis of nonalcoholic fatty liver disease (NAFLD). The triglyceride-glucose (TyG) index has recently gained popularity for the assessment of IR and NAFLD due to its ease of acquisition and calculation. Therefore, we conducted this systematic review and meta-analysis to summarize the existing studies in the literature and provide a quantitative assessment of the significance of the TyG index in predicting the incidence of NAFLD. A comprehensive literature search in PubMed, EMBASE, and Web of Science databases from inception until 25 March 2022 was conducted. Published observational studies that evaluated the association between TyG index and NAFLD among the adult population and reported the hazard ratio (HR) or odds ratio (OR) for this association after multivariate analysis were included. The random-effects model was used as the primary statistical analysis model in the estimation of pooled ORs and HRs with the corresponding confidence intervals (CIs). A total of 17 observational studies, including 121,975 participants, were included. For studies analyzing the TyG index as a categorical variable, both pooled OR (6.00, CI 4.12-8.74) and HR (1.70, CI 1.28-2.27) were significant for the association between TyG index and incident NAFLD. For studies analyzing the TyG index as a continuous variable, pooled OR (2.25, CI 1.66-3.04) showed similar results. Consistent results were obtained in subgroup analyses according to the study design, sample size, ethnicity, and diabetic status. In conclusion, our meta-analysis demonstrates that a higher TyG index is associated with higher odds of NAFLD. TyG index may serve as an independent predictive tool to screen patients at high risk of NAFLD in clinical practice, especially in primary care settings. Patients with a high TyG index should be referred for a liver ultrasound and start intense lifestyle modifications. However, further large-scale prospective cohort studies are necessary to validate our findings.
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