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Published on: March 27, 2018
Clinical factors associated with severe coronary stenosis in patients undergoing cardiac surgery
Rui Wang1,2, Wei Gao2,3, Xinyu Che2
1School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.
Insights
A new scoring system predicts severe coronary stenosis in cardiovascular surgery patients, potentially reducing unnecessary coronary angiography (CAG) procedures. This tool aids in optimizing treatment strategies for patients undergoing valve surgery.
Area of Science:
- Cardiology
- Medical Imaging
- Health Informatics
Background:
- Coronary angiography (CAG) is frequently required for cardiovascular patients undergoing valve surgery.
- CAG is associated with significant costs and radiation exposure.
- There is a need to reduce unnecessary CAG procedures.
Purpose of the Study:
- To develop and validate a predictive model for severe coronary stenosis in patients undergoing valve surgery.
- To identify clinical predictors of severe coronary stenosis.
- To create a scoring system to aid in decision-making regarding CAG.
Main Methods:
- Retrospective cohort study of 5,086 patients undergoing cardiac surgery and CAG.
- Development of a logistic regression model using a training set (2016-2020).
- Construction of a scoring system (Coronary Angiography Positivity Prediction Score) and validation in a separate set (2021).
Main Results:
- Severe coronary stenosis (≥50% luminal diameter reduction) was present in 13.2% of patients.
- Independent predictors included age ≥60, male sex, hypertension, diabetes, hyperlipidemia, and LVEF ≤58%.
- The scoring system showed good discrimination (AUC 0.715 in training, 0.740 in validation) and identified high-risk patients.
Conclusions:
- A validated scoring system effectively predicts severe coronary stenosis in patients undergoing valve surgery.
- This tool can help optimize treatment strategies.
- The developed scoring system may reduce the need for unnecessary CAG procedures.
Background:
Many cardiovascular patients undergoing valve surgeries require coronary angiography (CAG). Positive results may lead to bypass surgery, while negative results require no treatment. Although informative, CAG is costly and exposes patients to significant radiation. This study aimed to develop a model to reduce unnecessary procedures.
Methods:
A retrospective cohort study was conducted on 5,086 patients who underwent valve repair/replacement or other cardiac surgeries at Zhongshan Hospital between 2016 and 2021 and received CAG. Patients treated between 2016 and 2020 formed the training set, while those treated in 2021 constituted the validation set. Severe coronary stenosis was defined as a ≥ 50% reduction in luminal diameter. Logistic regression analysis identified independent predictors in the training set, and a scoring system (Coronary Angiography Positivity Prediction Score) was constructed based on the β-coefficients of each variable. The model was evaluated for discrimination and calibration.
Results:
Among 4,049 patients, 536 (13.2%) had severe coronary stenosis. Independent predictors included age ≥ 60 years, male sex, hypertension, diabetes, hyperlipidemia, and left ventricular ejection fraction ≤ 58%. The scoring system ranged from 0 to 11 points and demonstrated good discrimination, with an area under the receiver operating characteristic curve of 0.715 (95% confidence interval: 0.694-0.740) in the training set. In the high-risk group (≥ 6 points), the probability of severe coronary stenosis was 23.1%, compared to 8% in the low-risk group (< 6 points). The scoring system also performed well in the validation set with the curve of 0.740 (95% CI, 0.695-0.784).
Conclusion:
We developed and validated a scoring system based on six clinical variables to predict severe coronary stenosis in patients undergoing valve surgeries. This tool may help optimize individual treatment strategies and reduce unnecessary CAG procedures.
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