TyG index predicts adverse cardiovascular outcomes in patients with multimorbidity of hypertension and obstructive coronary artery disease: a cohort study - Summary - MDSpire

TyG index predicts adverse cardiovascular outcomes in patients with multimorbidity of hypertension and obstructive coronary artery disease: a cohort study

  • By

  • Qingying Jiao

  • Mengmeng Wang

  • Zishan Liu

  • Zhiyi Yu

  • Guixia Sun

  • Jiachao Xu

  • Tianqi Teng

  • Yanyan Du

  • Zihan Dong

  • Yongqi Shan

  • Jingjing Zhang

  • Zihan Sun

  • Haichu Yu

  • July 16, 2026

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Objective:

To investigate the relationship between the triglyceride-glucose (TyG) index and 2-year major adverse cardiovascular events (MACE) in individuals with hypertension and obstructive coronary artery disease (OCAD).

Approach:
  • Study Design: A retrospective cohort study was conducted with 1,024 individuals diagnosed with essential hypertension and OCAD.
  • Data Analysis: Logistic regression, restricted cubic splines (RCS), subgroup analysis, and interaction testing were used to evaluate the correlation between the TyG index and MACE risk.
  • Causal Inference: Mendelian randomization (MR) analysis was employed to assess the causal relationship between the TyG index and adverse cardiovascular outcomes.
Key Findings:
  • 19.73% of patients experienced MACE after a 2-year follow-up.
  • Each one-unit increment in the TyG index was associated with a 45.2% increased risk of MACE (odds ratio: 1.452, 95% confidence intervals 1.101–1.913; P = 0.008).
  • The TyG index showed consistent predictive performance across different subgroups.
  • A significant positive linear association between the TyG index and MACE was confirmed by RCS analysis.
  • MR analysis indicated a significant causal relationship between elevated TyG index levels and adverse cardiovascular outcomes.
Interpretation:

Elevated TyG index levels are linked to worse clinical outcomes in individuals with hypertension and OCAD.

Limitations:
  • The study was limited to a single hospital setting, which may affect generalizability.
  • The cohort consisted of individuals with specific inclusion criteria, potentially limiting the applicability to broader populations.
Conclusion:

The findings indicate that the TyG index is associated with cardiovascular outcomes in patients with hypertension and OCAD.

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