Independent prognostic value of the triglyceride–glucose index and its incremental predictive contribution beyond traditional risk markers in acute heart failure: a retrospective cohort study - Scorecard - MDSpire

Independent prognostic value of the triglyceride–glucose index and its incremental predictive contribution beyond traditional risk markers in acute heart failure: a retrospective cohort study

  • By

  • Bolan Zhang

  • Bijian Wang

  • Lei Xia

  • Yaoyu Qi

  • Ying Xia

  • Binyan Lang

  • Yi Wang

  • Taidou Jiang

  • Yue Cao

  • Shuzhan Zheng

  • May 29, 2026

  • 0 min

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Clinical Scorecard: Prognostic Significance of the Triglyceride–Glucose Index in Acute Heart Failure: A Retrospective Cohort Analysis of Its Added Predictive Value Beyond Conventional Risk Factors

At a Glance

CategoryDetail
ConditionAcute Heart Failure
Key MechanismsTriglyceride–glucose (TyG) index as a marker of insulin resistance
Target PopulationPatients hospitalized with acute heart failure
Care SettingSingle-center hospital setting

Key Highlights

  • Higher TyG levels associated with increased risk of cardiovascular death or rehospitalization (HR = 1.74)
  • Patients in the highest TyG quartile had a significantly higher risk compared to the lowest quartile (HR = 2.17)
  • TyG index demonstrated comparable discriminative ability to NT-proBNP
  • Combined model of TyG and NT-proBNP improved risk prediction

Guideline-Based Recommendations

Diagnosis

  • Diagnosis of acute heart failure based on clinical symptoms, imaging evidence, and NT-proBNP thresholds

Management

  • Utilization of NT-proBNP for prognostic assessment in acute heart failure

Monitoring & Follow-up

  • Regular assessment of TyG index alongside traditional biomarkers for risk stratification

Risks

  • Increased risk of rehospitalization and mortality in patients with elevated TyG levels

Patient & Prescribing Data

712 patients hospitalized with acute heart failure

Inclusion of TyG index may enhance risk stratification and management strategies

Clinical Best Practices

  • Incorporate TyG index in risk assessment protocols for acute heart failure
  • Monitor metabolic markers in conjunction with traditional biomarkers

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