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