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Published on: September 22, 2020
Novel algorithms to predict 10-year mortality and MACCE after coronary artery bypass grafting
Fabio Barili1,2, Paola D'Errigo3, Francesco Porcedda4
1University Cardiac Surgery Unit, IRCCS Ospedale Galeazzi - Sant'Ambrogio, Milan.
Insights
The PRIORITY study identified key preoperative risk factors for 10-year mortality and major adverse cardiac and cerebrovascular events (MACCE) after coronary artery bypass grafting (CABG). Findings support improved patient risk stratification and clinical management through online risk calculators.
Area of Science:
- Cardiovascular Surgery
- Outcomes Research
- Epidemiology
Background:
- Coronary artery bypass grafting (CABG) is a common procedure for ischemic heart disease.
- Predicting long-term outcomes after isolated CABG is crucial for patient management.
- Existing risk scores often focus on short-term outcomes, necessitating long-term prediction models.
Purpose of the Study:
- To identify preoperative risk factors for 10-year all-cause mortality after isolated CABG.
- To identify preoperative risk factors for 10-year major adverse cardiac and cerebrovascular events (MACCE) after isolated CABG.
- To develop tools for predicting long-term outcomes to aid clinical decision-making.
Main Methods:
- Observational cohort study merging two prospective multicenter studies (2002-2004, 2007-2008).
- Included patients undergoing isolated CABG with complete 10-year follow-up.
- Utilized administrative databases for follow-up; primary endpoint: all-cause mortality; secondary endpoint: MACCE.
Main Results:
- Left ventricular ejection fraction <30%, diabetes, and cirrhosis were significant predictors of 10-year mortality.
- Left ventricular ejection fraction <30%, dialysis, and cirrhosis were significant predictors of 10-year MACCE.
- EuroSCORE variables demonstrated good performance for predicting long-term outcomes, with different weights than short-term scores.
Conclusions:
- Long-term follow-up is essential for patients undergoing CABG.
- The PRIORITY study identified critical preoperative risk factors for 10-year mortality and MACCE.
- Online risk calculators were developed based on these findings to support clinical management.
Aims:
The PRIORITY (PRedictIng long-term Outcomes afteR Isolated coronary artery bypass surgerY) project was designed to identify preoperative risk factors for 10-year all-cause mortality and major adverse cardiac and cerebrovascular events (MACCE) after isolated coronary artery bypass grafting (CABG).
Methods:
PRIORITY is an observational cohort study merging two prospective multicenter studies conducted in 2002-2004 and 2007-2008 on isolated CABG. Follow-up information was obtained through administrative databases and was truncated 10 years after the intervention. The primary endpoint was long-term all-cause mortality and the secondary endpoint was a composite of MACCE.
Results:
The study cohort included 10 989 patients with complete 10-year follow-up. Mortality up to 10 years was associated with almost all variables defined by EuroSCORE and the risk factors with higher impact were left ventricular ejection fraction (LVEF) <30% [hazard ratio (HR) 2.29, 95% confidence interval (CI) 1.95-2.69], diabetes (HR 3.17, 95% CI 2.31-4.34), and cirrhosis (HR 3.90, 95% CI 2.09-7.28). Also, 10-year MACCE was affected by preoperative comorbidities defined by EuroSCORE, with different weights compared with 30-day prediction scores. The risk factors with the worst effect on long-term MACCE were LVEF <30% (HR 1.61, 95% CI 1.39-1.86), dialysis (HR 2.52, 95% CI 1.87-3.40), and cirrhosis (HR 1.93, 95% CI 1.09-3.41). Both scores demonstrated good performance in terms of discrimination and calibration.
Conclusion:
The PRIORITY study confirms the importance of long-term follow-up for patients who undergo CABG and has led to the design of online risk calculators for predicting all-cause mortality and MACCE up to 10 years to support the clinical management of patients.
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