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Predicting no-reflow phenomenon prior to primary percutaneous coronary intervention using a novel probability risk
Z Stajic1, D Milicevic, S Kafedzic
1Department of Cardiology, Clinical Hospital Center Zemun, Belgrade, Serbia. zoran0312@yahoo.com.
Insights
A new risk score predicts no-reflow (NRF) phenomenon in ST-segment elevation myocardial infarction (STEMI) patients before primary percutaneous coronary intervention (PPCI). This tool uses five clinical and angiographic factors for accurate NRF prediction.
Area of Science:
- Cardiology
- Interventional Cardiology
- Clinical Risk Stratification
Background:
- The no-reflow (NRF) phenomenon is a complication of primary percutaneous coronary intervention (PPCI) in ST-segment elevation myocardial infarction (STEMI) patients.
- Predicting NRF before PPCI is crucial for optimizing patient management and outcomes.
Purpose of the Study:
- To develop and validate a clinically applicable risk score for predicting the NRF phenomenon.
- To identify independent predictors of NRF in STEMI patients undergoing PPCI.
Main Methods:
- A retrospective analysis of 1254 STEMI patients undergoing PPCI was conducted.
- Patients were divided into derivation (n=840) and validation (n=414) cohorts.
- Univariate and multivariate regression analyses identified independent predictors, forming a risk score validated using ROC curves.
Main Results:
- Five independent predictors of NRF were identified: age ≥ 65, heart rate ≥ 89 bpm, Killip class ≥ II, total ischemic time ≥ 268 min, and thrombus burden ≥ 4.
- The developed risk score ranged from 0 to 17 points, with an optimal cutoff of 11 points.
- The risk score demonstrated good discriminant power in both derivation (AUC: 0.772) and validation groups.
Conclusions:
- A novel risk score integrating five clinical and angiographic parameters was developed.
- This score serves as a potentially valuable tool for predicting NRF in STEMI patients before PPCI.
- The risk score offers acceptable accuracy for clinical use in NRF prediction.
Objective:
We aimed to create a clinically usable probability risk score for prediction of no-reflow (NRF) phenomenon prior to primary percutaneous coronary intervention (PPCI).
Patients And Methods:
This single-center and retrospective study included 1254 patients with acute ST-segment elevation myocardial infarction (STEMI) who underwent PPCI. Patients were randomly assigned into two groups in the ratio 2:1, the derivation dataset (n=840) and validation dataset (n=414). Independent predictors of NRF were identified and combined to create a prediction model using univariate and multivariate regression analysis in the derivation dataset. The risk score was tested and validated by calculating area under the receiver operating characteristic (ROC) curves in the derivation and validation datasets, respectively.
Results:
Five significant, independent predictors of NRF were identified: age ≥ 65 years (odds ratio [OR]: 2.473, 95% confidence interval [CI]: 0.389-1.484, p < 0.01), heart rate ≥ 89 bpm (odds ratio [OR]: 1.622, 95% confidence interval [CI]: 0.024-0.945, p < 0.05), Killip class ≥ II (odds ratio [OR]: 1.914, 95% confidence interval [CI]: 0.024-1.306, p < 0.01), total ischemic time ≥ 268 min (odds ratio [OR]: 2.652, 95% confidence interval [CI]: 0.493-1.565, p < 0.01), and thrombus burden G≥4 (odds ratio [OR]: 8.351, 95% confidence interval [CI]: 0.344-15.901, p < 0.01). The risk score was created combining these predictors with assigned points. The overall score ranged from 0 to 17 points. The optimal cutoff value of the risk score was 11 points (area under curve [AUC]: 0.772, 95% confidence interval [CI]: 0.729-0.815, sensitivity 71.21%, specificity 70.34%, positive predictive value 30.92%, negative predictive value 92.91%, p < 0.001). The ROC curve for the validation group showed good discriminant power.
Conclusions:
We developed a novel risk score based on five clinical and angiographic parameters, which might be a useful clinical tool for prediction of NRF in STEMI patients prior to PPCI with an acceptable accuracy.
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