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June 26, 2026Journal of Cardiovascular Medicine

At 1 year, MACE incidence increased progressively across TyG index quartiles, with the highest risk observed in the fourth quartile compared with the first, primarily driven by spontaneous MI.

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Why the study?

The prognostic relevance of the triglyceride-glucose index in large, demographically diverse populations undergoing PCI remains unestablished.

Does a higher triglyceride-glucose (TyG) index predict adverse cardiovascular outcomes in patients undergoing percutaneous coronary intervention?

Population

21 124 consecutive patients undergoing PCI at a high-volume tertiary care center in the US

Comparison

Higher quartiles of the TyG index vs lowest quartile

Design

Cohort study

Follow-up

1 year

Authors

Francesca Maria Di Muro
Francesca Maria Di MuroInterventional / Structural Cardiology
MSMark ShneydermanMount Sinai HospitalSSSamantha Sartori

Discussion

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Member takes

Overview

May inform post-PCI risk stratification in diverse cohorts; hypothesis-generating and requires prospective validation.

Structured PICO

Does a higher triglyceride-glucose (TyG) index predict adverse cardiovascular outcomes in patients undergoing percutaneous coronary intervention?

P
Population
21,124 consecutive patients undergoing percutaneous coronary intervention (PCI) from 2012 to 2022 at a high-volume tertiary care center in the United States.
I
Intervention
Higher quartiles of the triglyceride-glucose (TyG) index
C
Comparator
Lowest quartile of the triglyceride-glucose (TyG) index
O
Outcome
Major adverse cardiovascular events (MACE), consisting of all-cause mortality, myocardial infarction (MI), or stroke at 1 yearcomposite

The triglyceride-glucose index is a significant predictor of 1-year major adverse cardiovascular events, particularly spontaneous MI, in a diverse US population undergoing PCI.

Cite This Study

Muro et al. (2026) studied this question.

synapsesocial.com/papers/6a73dc69d8e4dde3f00dd722https://doi.org/10.2459/jcm.0000000000001916
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Triglyceride glucose index in patients with acute coronary syndrome undergoing percutaneous coronary intervention predicts cardiovascular events: a cohort study2025 · 5 citations
  2. 2The Impact of the Triglyceride-Glucose Index on Poor Prognosis in NonDiabetic Patients Undergoing Percutaneous Coronary Intervention2021 · 69 citations
  3. 3The impact of triglyceride-glucose index on the prognosis of post-PCI patients–a meta-analysis2024 · 8 citations
  4. 4The Prognostic Value of the Triglyceride-Glucose Index in Forecasting Ten-Year Major Adverse Cardiovascular Events in Non-Diabetic Patients with Acute Myocardial Infarction Undergoing Percutaneous Coronary Intervention2024 · 4 citations
  5. 5Triglyceride-glucose index as a predictor of cardiac adverse events in acute coronary syndrome patients undergoing percutaneous coronary intervention: role of diabetes2024 · 15 citations