ArticleRenal failure2025
Investigation of the connection between triglyceride-glucose (TyG) index and the risk of acute kidney injury in septic patients - a retrospective analysis utilizing the MIMIC-IV database.
Article in Renal failure, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
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Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Risk factors for sepsis: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- Association between triglyceride glucose index and risk of acute kidney injury in critically ill patients: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Triglyceride-Glucose Index and Acute Kidney Injury: A Systematic Review and Meta-Analysis.Journal of clinical medicine · 2026Review
- Research advances on acute kidney injury and brain dysfunction.Frontiers in nephrology · 2026Review
- Association between triglyceride-glucose index upon admission and the subsequent occurrence of acute kidney injury in adult patients with diabetic ketoacidosis: a single-center retrospective cohort study.Annals of medicine · 2025Article
- Elevated triglyceride-glucose index and acute kidney injury risk in critical atrial fibrillation: an analysis from MIMIC-IV.BMC cardiovascular disorders · 2025Article
- Article
- U-shaped association between triglyceride-glucose index and acute kidney injury in critically ill children with cardiac diseases.Frontiers in endocrinology · 2025Article
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The TyG index serves as a valuable tool for evaluating insulin resistance. An elevated TyG has shown a strong association with the occurrence of acute kidney injury (AKI). Nevertheless, existing literature does not address the relationship between the TyG index and acute kidney injury in patients with sepsis. Sepsis patients were identified from the MIMIC-IV database and categorized into four groups according to quadrilles of their TyG index values. The primary outcome of this study was the incidence of AKI. The relationship between the TyG index and the risk of AKI in septic patients was evaluated using Cox proportional hazards and restricted cubic spline models. Subgroup analyses were conducted to investigate the prognostic value of the TyG index in different subgroups. A total of 2,616 patients with sepsis (57% of whom were male) were included in this study. The incidence of AKI was found to be 78%. Cox proportional hazards analysis revealed a significant correlation between the TyG index and the occurrence of AKI in septic patients. Furthermore, a restricted cubic spline model revealed an approximately linear relationship between a higher TyG index and an elevated risk of AKI in septic patients. The trend of the hazard ratio (HR) remained consistent across various subgroups. These findings emphasize the reliability of the TyG index as an independent predictor for the occurrence of AKI and unfavorable renal outcomes in sepsis patients. Nevertheless, establishing a causal relationship between the two requires demonstration through larger prospective studies.
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