Bayesian Reanalysis of Revascularization Strategies for Left Main Disease: Coronary Artery Bypass Grafting vs
Zhenyu Li1, Johan Larson HBSc2, Dominique Vervoort3
1Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada; Schulich Heart Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.
Insights
Coronary artery bypass grafting (CABG) likely reduces mortality and myocardial infarction compared to percutaneous coronary intervention (PCI) for left main disease. PCI may offer a lower risk of stroke, but mortality interpretation depends on prior assumptions.
Area of Science:
- Cardiovascular Medicine
- Interventional Cardiology
- Biostatistics
Background:
- The optimal revascularization strategy for left main coronary artery disease (LMD) between coronary artery bypass grafting (CABG) and percutaneous coronary intervention (PCI) remains debated.
- Previous meta-analyses have yielded discordant conclusions regarding mortality benefits, necessitating further investigation.
Purpose of the Study:
- To perform a Bayesian re-analysis of existing meta-analysis data on LMD revascularization.
- To assess the probability of effectiveness for CABG versus PCI under various prior assumptions.
Main Methods:
- Bayesian re-analysis of a meta-analysis including four randomized trials.
- Primary outcome: all-cause mortality. Secondary outcomes: myocardial infarction, stroke, repeat revascularization, and composite outcomes.
- Estimation of 5-year hazard ratios and absolute risk reductions using a range of prior assumptions.
Main Results:
- Bayesian analysis indicated a >80% probability of lower mortality with CABG across different priors.
- CABG demonstrated probable benefits for myocardial infarction, repeat revascularization, and composite outcomes.
- PCI showed a potential benefit for stroke, though results were prior-dependent for mortality.
Conclusions:
- CABG is likely associated with reduced mortality, myocardial infarction, and repeat revascularization compared to PCI for LMD.
- PCI may offer a lower risk of stroke.
- The interpretation of mortality benefits is influenced by prior assumptions, while other outcomes are more prior-agnostic.
Background:
The preferred revascularization strategy for left main disease between coronary artery bypass grafting (CABG) and percutaneous coronary intervention (PCI) remains controversial, given discordant conclusions from randomized and observational evidence for mortality. Accordingly, we performed a bayesian reanalysis of the meta-analysis by Sabatine and coworkers to assess the probability of effectiveness using different assumptions.
Methods:
Data were extracted from the meta-analysis of 4 trials by Sabatine and coworkers. The primary outcome was all-cause mortality; secondary outcomes included myocardial infarction, stroke, repeated revascularization, and composite outcomes. Bayesian methods estimated 5-year hazard ratios and absolute risk reductions using priors ranging from no prior preference to data-informed assumptions.
Results:
For all-cause mortality, bayesian analysis indicated a higher probability of lower mortality with CABG, exceeding 80% across priors. Under the minimally informative prior, the hazard ratio was 1.1 (95% credible interval, 0.91-1.33), and the absolute risk reduction was 0.88% (95% credible interval: -0.92% to 2.76%). Under the downweighted historical prior, the hazard ratio was 1.40 (1.25-1.56) and the absolute risk reduction 4.61% (3.06%-6.11%). CABG also showed highly probable benefits for myocardial infarction, repeated revascularization, and composite outcomes. Conversely, stroke favored PCI (hazard ratio, 0.83 [0.58-1.19]; absolute risk reduction -0.40% [-1.40% to 0.62%]).
Conclusions:
This reanalysis suggests a higher probability that CABG is associated with reduced mortality, myocardial infarction, repeated revascularization, and composite outcomes, whereas PCI offers a lower risk of stroke. Interpretation of mortality was prior dependent, whereas other outcomes were largely prior agnostic.
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