TyG index and inflammatory burden index were independently associated with AMR-defined coronary microvascular dysfunction and 12-month MACE after STEMI, and adding both markers to conventional clinical and procedural factors improved model discrimination for CMD.
Key Findings
Results
Coronary microvascular dysfunction (CMD), defined as AMR >26.6 mmHg·s/dm, was present in approximately one-third of STEMI patients after successful PPCI.
CMD was present in 102 of 318 patients (32.1%)
All patients achieved TIMI grade 3 flow post-procedure
AMR was derived from the final post-PPCI angiogram of the culprit vessel
The study was a single-center retrospective cohort
Results
The TyG index was independently associated with AMR-defined CMD in STEMI patients after PPCI.
OR per 1-unit increase: 3.83 (95% CI, 2.04–7.21; P<0.001)
Association was assessed using multivariable logistic regression models
TyG index reflects metabolic dysfunction combining triglyceride and glucose levels
Results
The inflammatory burden index (IBI) was independently associated with AMR-defined CMD in STEMI patients after PPCI.
OR per 10-unit increase: 1.13 (95% CI, 1.07–1.20; P<0.001)
Association remained significant in multivariable models alongside TyG index
IBI captures inflammatory burden distinct from metabolic dysfunction
Results
A model combining TyG and IBI alone achieved an AUC of 0.773 for predicting CMD.
AUC of the TyG-IBI model for CMD: 0.773
This represents the discriminative performance of the two biomarkers without conventional clinical/procedural variables
Internal validation used 1,000-resample bootstrap
Results
Adding TyG and IBI to a conventional clinical and procedural model significantly improved discrimination for CMD.
AUC improved from 0.904 to 0.939 (ΔAUC = 0.036; P = 0.001)
Bootstrap-validated AUC after adding TyG and IBI: 0.920
Sequential models with 1,000-resample bootstrap internal validation were used
The incremental improvement was statistically significant
Results
Over 12 months of follow-up, 21.7% of STEMI patients experienced major adverse cardiovascular events (MACE).
69 of 318 patients (21.7%) had MACE over 12 months
MACE outcomes were assessed in the same retrospective cohort of 318 STEMI patients
Follow-up duration was 12 months post-PPCI
Results
TyG index was an independent predictor of 12-month MACE after STEMI.
HR: 1.97 (95% CI, 1.30–2.98; P = 0.001)
Association assessed using multivariable Cox regression models
Remained significant after adjustment for conventional clinical and procedural factors
Results
IBI was an independent predictor of 12-month MACE after STEMI, though with a modest effect size per 10-unit increment.
HR per 10-unit increase: 1.02 (95% CI, 1.00–1.05; P = 0.022)
Association remained significant in multivariable Cox regression models
Effect size was smaller per 10-unit increment compared to the TyG index HR
Results
Patients with both TyG and IBI elevated had the highest risk for 12-month MACE.
The highest MACE risk was observed in patients with both markers elevated
This suggests an additive or synergistic effect of metabolic dysfunction and inflammatory burden on adverse outcomes
Combined elevation was assessed as a categorical grouping within the study
What This Means
This research suggests that two blood-based markers — the triglyceride-glucose (TyG) index, which reflects metabolic dysfunction, and the inflammatory burden index (IBI), which captures systemic inflammation — are each independently linked to a condition called coronary microvascular dysfunction (CMD) in patients who suffered a serious type of heart attack (STEMI) and underwent emergency stenting (PPCI). CMD means that the tiny blood vessels of the heart are not working properly even after the blocked artery has been reopened, and it occurred in about one in three patients in this study. Higher levels of both the TyG index and the IBI were associated with greater odds of having CMD after the procedure.
The study also found that patients with higher TyG and IBI levels were more likely to experience serious cardiovascular complications — such as heart attack, death, or other events — within 12 months of the procedure. Patients who had both markers elevated at the same time faced the highest risk. When TyG and IBI were added to standard clinical information used to predict CMD, the ability of the prediction model to correctly classify patients improved meaningfully, with the area under the curve rising from 0.904 to 0.939.
This research suggests that routinely measuring these two markers in heart attack patients could help identify those at higher risk for persistent microvascular problems and future cardiovascular events. However, the authors caution that this was a single-center retrospective study, and prospective multicenter validation is needed before these findings can be applied in routine clinical practice.
Yang Y, Liu L, Liang X, Zhang X, Xu H. (2026). Association of the TyG index and inflammatory burden index with AMR-defined coronary microvascular dysfunction and 12-month MACE after STEMI.. Frontiers in endocrinology. https://doi.org/10.3389/fendo.2026.1900132