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Published on: May 28, 2019
Development and Validation of Risk Nomogram Model Predicting Coronary Microvascular Obstruction in Patients with
Yuyang Xiao1, Xianghua Fu1, Yanbo Wang1
1Department of Cardiology, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, China (mainland).
Insights
A new nomogram model accurately predicts coronary microvascular obstruction (CMVO) risk in ST-segment elevation myocardial infarction (STEMI) patients undergoing primary percutaneous coronary intervention. This tool uses six key factors to identify high-risk individuals.
Area of Science:
- Cardiology
- Interventional Cardiology
- Biostatistics
Background:
- Coronary microvascular functional and structural obstruction (CMVO) is a significant complication post-ST-elevation myocardial infarction (STEMI).
- Predicting CMVO risk is crucial for optimizing patient management during primary percutaneous catheterization.
Purpose of the Study:
- To develop and validate a predictive nomogram model for CMVO risk in STEMI patients.
- To identify independent predictors of CMVO to aid clinical decision-making.
Main Methods:
- A cohort of STEMI patients undergoing primary percutaneous catheterization was divided into training (n=446) and validation (n=99) sets.
- Multivariate logistic regression identified significant factors for the nomogram.
- Coronary microvascular obstruction (CMVO) was assessed using TIMI myocardial perfusion grade.
Main Results:
- A nomogram incorporating age, symptom onset to balloon time, Killip classification, admission activated clotting time, neutrophil/lymphocyte ratio, and glucose was developed.
- The model demonstrated high predictive accuracy with a concordance index of 0.925 (internal) and an area under the curve of 0.939 (external).
- Significant differences in left ventricular ejection fraction (LVEF) were observed between CMVO and non-CMVO subgroups.
Conclusions:
- The developed nomogram effectively predicts CMVO risk in STEMI patients undergoing primary percutaneous catheterization.
- The model's accuracy supports its potential clinical utility in risk stratification and management.
Abstract:
BACKGROUND Coronary microvascular functional and structural obstruction (CMVO) remains a major complication in patients with ST-segment elevation myocardial infarction (STEMI). This study was designed to develop and validate a nomogram model to predict CMVO risk during primary percutaneous catheterization procedure. MATERIAL AND METHODS Starting January 2014 to December 2016, a cohort of eligible candidates were enrolled and divided into a training or a validation database. Each database was divided into MO or NMO subgroups based on TIMI myocardial perfusion grade results after recanalization. Independent factors were identified by multivariate logistic regression, from which the nomogram was plotted. The echocardiography measurement of the left ventricular ejection fraction (LVEF) was arranged within 7 days after the procedure. RESULTS A nomogram was built for CMVO risk prediction for the first time. There were 446 participants in the training database with 319 cases in the NMO subgroup and 127 participants in the MO subgroup. The validation database included 99 participants with 25 cases in the NMO subgroup and 74 in the MO subgroup. The risk model was developed by 6 independently significant factors: age, symptom onset to balloon time, Killip classification, admission activated clotting time, neutrophil/lymphocyte ratio, and glucose value. Internal receiver operating characteristic displayed favorable performance with concordance index of 0.925, while external validation area under curve was 0.939. There were significant differences in LVEF values during hospitalization between the subgroups of each database (both P<0.001). CONCLUSIONS The nomogram model consisting of 6 factors could predict CMVO risk accurately for STEMI patients undergoing primary percutaneous catheterization.
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