Cardiovascular

Triglyceride-glucose index and mortality in critically ill patients with cardiovascular-kidney-metabolic syndrome stage 4.

TL;DR

Higher TyG index levels are independently associated with increased short- and long-term all-cause mortality in critically ill patients with CKM stage 4, with each 1-standard deviation increase associated with a 23% higher risk of 1-year mortality.

Key Findings

The 1-year all-cause mortality in critically ill CKM stage 4 patients was 34.18% overall, with mortality increasing across TyG index tertiles.

  • Total cohort of 3,125 patients was included, of whom 65.22% were male.
  • 1-year all-cause mortality was 28.79% in Q1, 35.06% in Q2, and 38.68% in Q3.
  • Difference across tertiles was statistically significant (P < 0.05).
  • Data were sourced from the MIMIC-IV database in a retrospective study design.

Each 1-standard deviation increase in the TyG index was independently associated with a 23% higher risk of 1-year all-cause mortality in multivariable Cox regression.

  • HR = 1.23, 95% CI 1.09–1.39 for each 1-SD increase in TyG index.
  • Analysis used multivariable Cox proportional hazards models.
  • The association was independent of other clinical covariates included in the model.

Patients in the highest TyG index tertile (Q3) had a 30% higher 1-year mortality risk compared to those in the lowest tertile (Q1).

  • HR = 1.30, 95% CI 1.08–1.55 for Q3 vs. Q1.
  • Patients were categorized into tertiles of the TyG index for this comparison.
  • This association was derived from multivariable Cox regression analysis.

Restricted cubic spline analysis revealed a linear positive relationship between the TyG index and mortality.

  • P for non-linearity > 0.05, indicating the relationship was linear rather than non-linear.
  • RCS analysis was used alongside Cox proportional hazards models to evaluate the dose-response relationship.
  • The linear association suggests a consistent incremental increase in mortality risk with higher TyG values.

The TyG index is proposed as a simple indicator of acute metabolic disturbances that could support early risk stratification in critically ill CKM stage 4 patients.

  • The TyG index is a well-established surrogate marker of insulin resistance (IR).
  • Previous studies linked higher TyG levels to increased cardiovascular event risk in early-stage (0–3) CKM, but its prognostic value in CKM stage 4 was previously unclear.
  • The authors note that its role in clinical decision-making and potential utility in guiding interventions require confirmation in prospective studies.

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Citation

Yin X, Han S, Zheng Z, Tang L, Liu J, Zhang Y. (2026). Triglyceride-glucose index and mortality in critically ill patients with cardiovascular-kidney-metabolic syndrome stage 4.. Cardiovascular diabetology. https://doi.org/10.1186/s12933-025-03061-4