Cardiovascular

The triglyceride-glucose index and neutrophil-to-lymphocyte ratio jointly predict the no-reflow phenomenon in T2DM patients with STEMI after primary PCI.

TL;DR

The combination of TyG index and NLR effectively stratifies the risk of no-reflow in T2DM-STEMI patients undergoing PPCI, with a combined model demonstrating superior predictive performance (AUC 0.785) over either marker alone.

Key Findings

The incidence of no-reflow phenomenon in T2DM patients with STEMI after primary PCI was 8.97%.

  • 47 out of 524 patients experienced no-reflow
  • No-reflow was defined as post-procedural TIMI flow grade ≤2
  • The study population was a retrospective cohort of 524 patients with T2DM and STEMI undergoing PPCI

The TyG index was identified as an independent predictor of no-reflow after multivariable logistic regression.

  • Adjusted odds ratio (aOR) for TyG index was 2.98
  • The optimal cut-off for TyG index was 9.347
  • Multivariable logistic regression analysis was used to identify independent predictors

The NLR was identified as an independent predictor of no-reflow after multivariable logistic regression.

  • Adjusted odds ratio (aOR) for NLR was 1.23
  • The optimal cut-off for NLR was 2.831
  • NLR was assessed alongside TyG index in multivariable logistic regression

Patients with both high TyG index and high NLR had a substantially higher no-reflow incidence compared to the low-risk group.

  • Patients were stratified into four groups based on optimal cut-offs for NLR (2.831) and TyG (9.347)
  • The high-high group had a no-reflow incidence of 23.21%
  • The low-risk group (low levels of both markers) had a no-reflow incidence of only 1.49%

The combined TyG + NLR model demonstrated superior predictive performance over models containing either marker alone or baseline clinical factors.

  • The combined model achieved an AUC of 0.785
  • ROC curve analyses were employed to assess predictive performance
  • The combined model outperformed models using either TyG index alone, NLR alone, or baseline clinical factors alone

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Citation

Yang J, Xu D, Liu X, Zhao Z, Zhang J. (2026). The triglyceride-glucose index and neutrophil-to-lymphocyte ratio jointly predict the no-reflow phenomenon in T2DM patients with STEMI after primary PCI.. PloS one. https://doi.org/10.1371/journal.pone.0345466