Unveiling a J-shaped association between the triglyceride-glucose index and in-hospital major adverse cardiovascular events in patients with acute myocardial infarction: a retrospective cohort study of 1,065 patients - Report - MDSpire

Unveiling a J-shaped association between the triglyceride-glucose index and in-hospital major adverse cardiovascular events in patients with acute myocardial infarction: a retrospective cohort study of 1,065 patients

  • By

  • Yikang Xu

  • Jia Liu

  • Yang Yang

  • Limin Liu

  • Jingru Ma

  • Xiren Meng

  • Shuochao Zhao

  • Yaxin Wang

  • Lisheng Xu

  • Stephen E. Greenwald

  • July 7, 2026

  • 0 min

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Clinical Report: J-shaped Relationship Between TyG Index and MACE in AMI

Overview

This study investigates the J-shaped relationship between the triglyceride-glucose (TyG) index and in-hospital major adverse cardiovascular events (MACE) in acute myocardial infarction (AMI) patients. It identifies an inflection point at a TyG index of 9.05, beyond which the risk of MACE significantly increases.

Background

Understanding the relationship between the TyG index and cardiovascular events is crucial for risk stratification in AMI patients.

Data Highlights

GroupNumber of PatientsIncidence of MACE
T1 (Low)35216.76%
T2 (Medium)36126.04%
T3 (High)35221.13%

Key Findings

  • The overall incidence of in-hospital MACE was 21.13% among the 1,065 AMI patients studied.
  • The T2 group had a significantly higher incidence of MACE (26.04%) compared to the T1 group (16.76%, p = 0.011).
  • The T2 group was associated with a 178% increased risk of in-hospital MACE compared to the T1 group (OR = 2.78, p = 0.004).
  • A J-shaped relationship was identified, with an inflection point at a TyG index of 9.05.
  • For TyG index values <9.05, MACE risk did not change significantly (OR = 1.04, p = 0.875).
  • For TyG index values ≥9.05, MACE risk increased by 124% for each 1-unit increase (OR = 2.24, p = 0.006).

Clinical Implications

The findings indicate that the TyG index has a nonlinear relationship with MACE risk.

Conclusion

This study highlights the J-shaped relationship between the TyG index and MACE risk in AMI patients.

Related Resources & Content

  1. Frontiers in Medicine, 2026 -- Association between the C-reactive protein-triglyceride-glucose index and major adverse cardiovascular events in patients undergoing percutaneous coronary intervention
  2. Frontiers in Endocrinology, 2026 -- Beyond the triglyceride-glucose index, the cholesterol-high-density lipoprotein-glucose index as a superior predictor for diabetes risk in patients with major adverse cardiovascular events: dual evidence from the CHARLS database and real-world data
  3. Frontiers in Neurology, 2026 -- Impact of the Triglyceride-Glucose Index on Prognosis Following Endovascular Therapy for Acute Ischemic Stroke: Effect Modification by Collateral Circulation
  4. European Journal of Preventive Cardiology -- Impact of Triglyceride Levels on Major Adverse Cardiovascular Events Post-Myocardial Infarction in the SWEDEHEART Registry: Implications for Future Research
  5. 2025 ACC/AHA/ACEP/NAEMSP/SCAI Guideline for the Management of Patients With Acute Coronary Syndromes: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines | JACC
  6. Full article: Triglyceride-glucose index as a novel predictor of major adverse cardiovascular events in patients with coronary revascularization: a meta-analysis of cohort studies
  7. 2025 ACC/AHA/ACEP/NAEMSP/SCAI Guideline for the Management of Patients With Acute Coronary Syndromes: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines | JACC
  8. Full article: Triglyceride-glucose index as a novel predictor of major adverse cardiovascular events in patients with coronary revascularization: a meta-analysis of cohort studies
  9. Correlation of triglyceride glucose index with all cause mortality in acute myocardial infarction patients following percutaneous coronary intervention | Scientific Reports

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