The influence of C-reactive protein-triglyceride-glucose index (CTI) on the prognosis of heart failure patients with different ejection fractions - Report - MDSpire

The influence of C-reactive protein-triglyceride-glucose index (CTI) on the prognosis of heart failure patients with different ejection fractions

  • By

  • Xinuo Ma

  • Feng Wang

  • Dajin Liu

  • Ying Li

  • Ping Xia

  • Yunyun Xu

  • Han Xia

  • Yujuan Peng

  • Lixing Chen

  • June 8, 2026

  • 0 min

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Clinical Report: Impact of the C-reactive Protein-Triglyceride-Glucose Index on Heart Failure

Overview

The C-reactive protein-triglyceride-glucose index (CTI) is an independent prognostic marker for all-cause mortality in chronic heart failure patients across varying ejection fractions. Elevated CTI levels are associated with significantly increased mortality risk, particularly in patients with heart failure with reduced and mildly reduced ejection fractions.

Background

Heart failure (HF) is a major public health concern, with increasing prevalence and mortality rates globally. Identifying reliable prognostic markers is crucial for risk stratification and management of patients with HF. The CTI, which integrates inflammation and insulin resistance, may provide valuable insights into patient prognosis across different heart failure phenotypes.

Data Highlights

ParameterFindings
Patients Included1,130
CTI LevelsHigher levels associated with increased all-cause mortality
HFrEF Mortality RiskElevated CTI linked to higher mortality in HFrEF
HFmrEF Mortality RiskElevated CTI linked to higher mortality in HFmrEF

Key Findings

  • CTI is an independent prognostic marker for all-cause mortality in CHF patients.
  • Patients with elevated CTI levels have a significantly higher risk of mortality.
  • Subgroup analysis shows elevated CTI is particularly concerning in HFrEF and HFmrEF patients.
  • CTI combines assessments of inflammation and insulin resistance, relevant in HF prognosis.
  • CTI may aid in risk stratification and management decisions in clinical practice.

Clinical Implications

Clinicians should consider incorporating CTI into routine assessments for patients with chronic heart failure to enhance prognostic accuracy. Monitoring CTI levels may help identify patients at higher risk for adverse outcomes, guiding more tailored therapeutic strategies.

Conclusion

The CTI serves as a valuable prognostic tool in chronic heart failure, indicating increased mortality risk across various ejection fractions. Its integration into clinical practice may improve patient management and outcomes.

Related Resources & Content

  1. Frontiers in Cardiovascular Medicine, 2026 -- Prognostic value of CTI for major adverse cardiovascular events in patients With ST-elevation myocardial infarction after primary percutaneous coronary intervention
  2. Frontiers in Medicine, 2026 -- Association between the C-reactive protein-triglyceride-glucose index and major adverse cardiovascular events in patients undergoing percutaneous coronary intervention
  3. Frontiers in Cardiovascular Medicine, 2026 -- Development and validation of the C-reactive protein–triglyceride-glucose index for predicting short- and long-term mortality in critically ill patients with coronary artery disease: a multicenter cohort study
  4. Frontiers in Cardiovascular Medicine, 2026 -- 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
  5. 2022 AHA/ACC/HFSA Guideline for the Management of Heart Failure: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines - PubMed
  6. Systemic Inflammatory Biomarkers (Interleukin-6, High-Sensitivity C-Reactive Protein, and Neutrophil-to-Lymphocyte Ratio) and Prognosis in Heart Failure: A Meta-Analysis of Prospective Cohort Studies - PubMed
  7. 2022 AHA/ACC/HFSA Heart Failure Guideline: Key Perspectives - American College of Cardiology
  8. 2022 AHA/ACC/HFSA Guideline for the Management of Heart Failure: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines - PubMed
  9. Systemic Inflammatory Biomarkers (Interleukin-6, High-Sensitivity C-Reactive Protein, and Neutrophil-to-Lymphocyte Ratio) and Prognosis in Heart Failure: A Meta-Analysis of Prospective Cohort Studies - PubMed
  10. 2022 AHA/ACC/HFSA Heart Failure Guideline: Key Perspectives - American College of Cardiology

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