Development and validation of a nomogram for major adverse cardiovascular events after chronic total occlusion percutaneous coronary intervention for ischemic heart failure

Catheter Cardiovasc Interv. 2024 Sep;104(3):451-461. doi: 10.1002/ccd.31139. Epub 2024 Jul 20.

Abstract

Background: Chronic total occlusion percutaneous coronary intervention (CTO-PCI) is an available means of revascularization in patients with ischemic heart failure (IHF). However, the prognosis of IHF patients undergoing CTO-PCI remains unclear due to the lack of reliable clinical predictive tools.

Aim: This study aimed to establish a nomogram for major adverse cardiovascular events (MACE) after CTO-PCI in IHF patients.

Methods: Sixty-seven potential predictive variables for MACE in 560 IHF patients undergoing CTO-PCI were screened using least absolute shrinkage and selection operator regression. A nomogram was constructed based on multivariable Cox regression to visualize the risk of MACE, and then evaluation was carried out using the concordance index (C-index), time-independent receiver operating characteristic (timeROC) curves, calibration curves, and decision curve analysis (DCA).

Results: During a median follow-up of 32.0 months, there were 208 MACE occurrences. Seven variables were selected for nomogram construction: age, left ventricular ejection fraction, left ventricular end-diastolic diameter, N-terminal precursor B-type diuretic peptide, bending, and use of intravascular ultrasound and beta-blockers. The C-index was 0.715 (0.680-0.750) and the internal validation result was 0.715 (0.676-0.748). The timeROC area under the curve at 6 months, 1 year, and 2 years was 0.750 (0.653-0.846), 0.747 (0.690-0.804), and 0.753 (0.708-0.798), respectively. The calibration curves and DCA showed the nomogram had acceptable calibration and clinical applicability.

Conclusions: We developed a simple and efficient nomogram for MACE after CTO-PCI in IHF patients, which helps in early risk stratification and postoperative management optimization.

Keywords: chronic total occlusion; ischemic heart failure; major adverse cardiovascular events; nomogram; percutaneous coronary intervention.

Publication types

  • Validation Study

MeSH terms

  • Aged
  • Chronic Disease
  • Clinical Decision-Making
  • Coronary Occlusion* / complications
  • Coronary Occlusion* / diagnostic imaging
  • Coronary Occlusion* / mortality
  • Coronary Occlusion* / physiopathology
  • Coronary Occlusion* / therapy
  • Decision Support Techniques*
  • Female
  • Heart Failure* / diagnosis
  • Heart Failure* / mortality
  • Heart Failure* / physiopathology
  • Heart Failure* / therapy
  • Humans
  • Male
  • Middle Aged
  • Nomograms*
  • Percutaneous Coronary Intervention* / adverse effects
  • Percutaneous Coronary Intervention* / mortality
  • Predictive Value of Tests*
  • Reproducibility of Results
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • Time Factors
  • Treatment Outcome