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Simple clinical risk score for no-reflow prediction in patients undergoing primary Percutaneous Coronary Intervention
Nazile Bilgin Dogan1, Ebru Ozpelit2, Selma Akdeniz3
1Nazile Bilgin Dogan, MD. Department of Cardiology, Menemen State Hospital, Izmir, Turkey.
Insights
A simple clinical risk score can predict no-reflow in ST-elevation myocardial infarction (STEMI) patients undergoing percutaneous coronary intervention (PCI). This score identifies high-risk STEMI patients before reperfusion therapy, aiding in better treatment strategies.
Area of Science:
- Cardiology
- Interventional Cardiology
- Clinical Risk Stratification
Background:
- No-reflow phenomenon is a critical adverse event during percutaneous coronary intervention (PCI) for ST-elevation myocardial infarction (STEMI).
- Predicting no-reflow before reperfusion is crucial for optimizing patient outcomes.
- Existing risk assessment methods may lack simplicity or pre-procedural applicability.
Purpose of the Study:
- To develop and validate a simple risk score system for identifying STEMI patients at high risk of developing no-reflow.
- To enable pre-reperfusion risk stratification in STEMI patients undergoing PCI.
Main Methods:
- A cohort of 173 STEMI patients undergoing primary or rescue PCI was analyzed.
- Patients were categorized into no-reflow and non-no-reflow groups.
- Univariate and multivariate logistic regression identified independent predictors of no-reflow, including pre-procedural ECG, laboratory parameters, demographics, and treatment times. A risk score was derived.
Main Results:
- Independent predictors for no-reflow were identified as high blood glucose, long symptom-onset-to-balloon time, and low lymphocyte count.
- No-reflow incidence was 13.3% (low risk), 40.0% (moderate risk), and 46.7% (high risk).
- The developed risk score demonstrated good predictive performance with a c-statistic of 0.734.
Conclusions:
- A simple clinical risk scoring method can effectively predict the development of no-reflow in STEMI patients.
- This tool offers an efficient way to identify high-risk individuals before reperfusion therapy.
- The risk score facilitates improved clinical decision-making and patient management in STEMI.
Objectives:
To identify the STEMI patients at high risk in terms of no-reflow during percutaneous coronary intervention (PCI) with a simple risk score system that can be used before reperfusion.
Methods:
Total 173 patients who had undergone primary or rescue percutaneous coronary intervention following the diagnosis of STEMI, were classified as "no-reflow" developers and "no-reflow" non-developers, during the procedure. The pre-procedural ECGs, laboratory parameters, demographic data, time for the treatment, and the treatment methods were evaluated with univariate analysis. The independent predictors were identified by multivariate logistic regression analysis among the no-reflow risk factors. Using the independent predictors, we developed a simple risk score system proportional to area under the ROC (AUROC) curves.
Results:
The independent predictors of "no-reflow" phenomenon were identified as follows: high values of blood glucose at reference; long symptom-onset-to-balloon-time; and low lymphocyte count. The incidence rates of "no-reflow" in patients with low (0-1), moderate (2-3) and high (4-6) risk factors were 13.3%, 40.0%, and 46.7%, respectively. The risk score system demonstrated a good risk prediction between patients with various risk levels of the development of "no-reflow" with a c-statistics of 0.734 (95% CI 0.654-0.814).
Conclusion:
The development of "no-reflow" which is an adverse event in STEMI treatment can be predicted efficiently by simple clinical risk scoring method.
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