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Published on: March 26, 2018
Operative mortality and complication risk model for all major cardiovascular operations in Japan
Hiroaki Miyata1, Ai Tomotaki2, Noboru Motomura2
1Department of Healthcare Quality Assessment, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; Japan Cardiovascular Surgery Database Organization, Tokyo, Japan.
Insights
New cardiovascular surgery risk models were developed using the Japan Cardiovascular Surgery Database (JCVSD). These models improve prediction of operative mortality and postoperative complications for coronary artery bypass grafting (CABG), valve, and thoracic aortic operations.
Area of Science:
- Cardiovascular Surgery
- Health Services Research
- Medical Informatics
Background:
- The Japan Cardiovascular Surgery Database (JCVSD) is a national initiative for quality improvement in cardiovascular surgery.
- Previous risk models require updates to reflect current surgical outcomes.
Purpose of the Study:
- To develop novel risk prediction models for operative mortality and postoperative complications.
- To create models for coronary artery bypass grafting (CABG), valve, and thoracic aortic operations.
Main Methods:
- Analysis of 24,704 CABG, 26,137 valve, and 18,228 thoracic aortic operations.
- Development of risk models using multiple logistic regression (80% development, 20% validation).
- Model discrimination assessed using the C index (area under the receiver operating characteristic curve).
Main Results:
- 30-day mortality rates: 1.5% (CABG), 2.5% (valve), 6.0% (thoracic aortic).
- Operative mortality rates: 2.4% (CABG), 3.8% (valve), 8.4% (thoracic aortic).
- C indices ranged from 0.6114 to 0.8655, indicating good discriminatory power for various endpoints.
Conclusions:
- The developed risk models demonstrate enhanced discriminatory power compared to previous models.
- These models accurately reflect the current status of cardiovascular surgery in Japan.
- The Japan Cardiovascular Surgery Database (JCVSD) web system can provide valuable feedback on major complications.
Background:
The Japan Cardiovascular Surgery Database (JCVSD) is a nationwide benchmarking project to improve the quality of cardiovascular surgery in Japan. This study aimed to develop new JACVD risk models not only for operative mortality but also for each postoperative complication for coronary artery bypass grafting (CABG) operations, valve operations, and thoracic aortic operations.
Methods:
We analyzed 24,704 isolated CABG operations, 26,137 valve operations, and 18,228 thoracic aortic operations. Risk models were developed for each operation for operative death, permanent stroke, renal failure, prolonged ventilation (>24 hours), deep sternal wound infection, and reoperation for bleeding. The population was divided into an 80% development sample and a 20% validation sample. The statistical model was constructed by multiple logistic regression analysis. Model discrimination was tested using the area under the receiver operating characteristic curve (C index).
Results:
The 30-day mortality rates for isolated CABG, valve, and thoracic aortic operations were 1.5%, 2.5%, and 6.0%, respectively, and operative mortality rates were 2.4%, 3.8%, and 8.4%, respectively. The C indices for the end points of isolated CABG, valve, and aortic thoracic operations were 0.6358 for (deep sternal infection) to 0.8655 (operative mortality), 0.6114 (reoperation for bleeding) to 0.8319 (operative death), and 0.6311 (gastrointestinal complication) to 0.7591 (operative death), respectively.
Conclusions:
These risk models increased the discriminatory power of former models. Thus, our models can be said to reflect the current state of Japan. With respect to major complications, useful feedback can now be provided through the Japan Cardiovascular Surgery Database Web-based system.
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