Validation and Comparison of Six Risk Scores for Infection in Patients With ST-Segment Elevation Myocardial
Yuanhui Liu1,2,3, Litao Wang2, Wei Chen4
1Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
Insights
Several risk scores effectively predict infection and major adverse clinical events (MACE) in ST-elevation myocardial infarction (STEMI) patients after percutaneous coronary intervention (PCI). The ACEF, AGEF, CACS, GRACE, and Mehran scores demonstrated good predictive accuracy and calibration.
Area of Science:
- Cardiology
- Infectious Disease Prediction
- Medical Informatics
Background:
- Predicting infection risk in ST-segment elevation myocardial infarction (STEMI) patients undergoing percutaneous coronary intervention (PCI) is crucial for patient outcomes.
- Existing risk scores for infection prediction in this population have limited validation and comparative data.
Purpose of the Study:
- To validate and compare the discriminatory performance of six established risk scores for predicting infection in STEMI patients undergoing PCI.
- To assess the calibration and discrimination of these scores for in-hospital major adverse clinical events (MACE).
Main Methods:
- A cohort of 2,260 STEMI patients undergoing PCI between January 2010 and May 2018 was analyzed.
- Six risk scores were evaluated: ACEF/AGEF, CACS, CHADS2, GRACE, and Mehran.
- Primary endpoint was in-hospital infection; secondary endpoint was in-hospital MACE.
Main Results:
- ACEF, AGEF, CACS, GRACE, and Mehran scores demonstrated good discrimination for predicting infection, unlike the CHADS2 score.
- Most scores, except CACS, showed good calibration for infection prediction.
- All scores, except CHADS2, showed good discrimination for MACE, and all exhibited excellent calibration for MACE.
Conclusions:
- The ACEF, AGEF, CACS, GRACE, and Mehran risk scores are valuable tools for predicting both infection and MACE in STEMI patients post-PCI.
- These validated scores can aid in risk stratification and clinical decision-making for this patient group.
Abstract:
Aims: Very few of the risk scores to predict infection in ST-segment elevation myocardial infarction (STEMI) patients undergoing percutaneous coronary intervention (PCI) have been validated, and reports on their differences. We aimed to validate and compare the discriminatory value of different risk scores for infection. Methods: A total of 2,260 eligible patients with STEMI undergoing PCI from January 2010 to May 2018 were enrolled. Six risk scores were investigated: age, serum creatinine, or glomerular filtration rate, and ejection fraction (ACEF or AGEF) score; Canada Acute Coronary Syndrome (CACS) risk score; CHADS2 score; Global Registry for Acute Coronary Events (GRACE) score; and Mehran score conceived for contrast induced nephropathy. The primary endpoint was infection during hospitalization. Results: Except CHADS2 score (AUC, 0.682; 95%CI, 0.652-0.712), the other risk scores showed good discrimination for predicting infection. All risk scores but CACS risk score (calibration slope, 0.77; 95%CI, 0.18-1.35) showed best calibration for infection. The risks scores also showed good discrimination for in-hospital major adverse clinical events (MACE) (AUC range, 0.700-0.786), except for CHADS2 score. All six risk scores showed best calibration for in-hospital MACE. Subgroup analysis demonstrated similar results. Conclusions: The ACEF, AGEF, CACS, GRACE, and Mehran scores showed a good discrimination and calibration for predicting infection and MACE.
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