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Balancing Immediate Surgical Risks with Deferred Benefits in Preventive Surgery.
Mathijs J Biemond1, Hein Putter2, Esther Bastiaannet3
1Department of Vascular Surgery, Leiden University Medical Centre, Leiden, the Netherlands.
New analysis methods like competing risk analysis and restricted mean survival time (RMST) better evaluate the risks and benefits of preventive surgeries, such as carotid endarterectomy (CEA). These approaches offer clearer insights than traditional methods for medical decision-making.
Area of Science:
- Medical Statistics
- Surgical Outcomes Research
Background:
- Preventive surgeries like carotid endarterectomy (CEA) carry immediate risks, but traditional analyses (Kaplan-Meier, Cox models) inadequately address competing risks and event timing.
- Assessing the risk-benefit trade-off in preventive surgery is crucial for patient outcomes.
Purpose of the Study:
- To evaluate alternative methodologies, specifically competing risk analysis and restricted mean survival time (RMST).
- To re-analyze data from a landmark CEA trial (ACST-1) using these advanced statistical approaches.
Main Methods:
- Reconstructed individual patient data from the ACST-1 trial (n=3,120) comparing immediate vs. deferred CEA for asymptomatic carotid stenosis.
- Utilized the Aalen-Johansen estimator for competing risks and RMST to quantify stroke-free days and life years gained/lost.
- Mortality data were modeled from a comparable study, ensuring reconstructed data accuracy within 1% of original parameters.
Main Results:
- Competing risk analysis reduced 10-year stroke risk estimates by 20% and lowered the estimated benefit of immediate CEA from 6.1% to 5.6%.
- No significant difference in stroke-free days between arms at 10 years (40 days, 95% CI -52 to 129).
- Immediate CEA showed a small net disadvantage, ranging from 1 to 16 life days lost over 10 years, considering procedural deaths versus prevented stroke deaths.
Conclusions:
- Competing risk analysis and RMST provide a more comprehensive evaluation of risk-benefit trade-offs in preventive surgery compared to traditional methods.
- These advanced analytical frameworks can alter study conclusions and facilitate better intertrial comparisons and clinical decision-making.
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