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Mortality risk prediction in high-risk patients undergoing coronary artery bypass grafting: Are traditional risk scores accurate?
- Source :
- PLoS ONE, PLoS ONE, Vol 16, Iss 8, p e0255662 (2021), PLoS ONE, Vol 16, Iss 10, p e0258706 (2021)
- Publication Year :
- 2021
- Publisher :
- Public Library of Science, 2021.
-
Abstract
- Background The performance of traditional scores is significantly limited to predict mortality in high-risk cardiac surgery. The aim of this study was to compare the performance of STS, ESII and HiriSCORE models in predicting mortality in high-risk patients undergoing CABG. Methods Cross-sectional analysis in the international prospective database of high-risk patients: HiriSCORE project. We evaluated 248 patients with STS or ESII (5–10%) undergoing CABG in 8 hospitals in Brazil and China. The main outcome was mortality, defined as all deaths occurred during the hospitalization in which the operation was performed, even after 30 days. Five variables were selected as predictors of mortality in this cohort of patients. The model’s performance was evaluated through the calibration-in-the-large and the receiver operating curve (ROC) tests. Results The mean age was 69.90±9.45, with 52.02% being female, 25% of the patients were on New York Heart Association (NYHA) class IV and 49.6% had Canadian Cardiovascular Society (CCS) class 4 angina, and 85.5% had urgency or emergency status. The mortality observed in the sample was 13.31%. The HiriSCORE model showed better calibration (15.0%) compared to ESII (6.6%) and the STS model (2.0%). In the ROC curve, the HiriSCORE model showed better accuracy (ROC = 0.74) than the traditional models STS (ROC = 0.67) and ESII (ROC = 0.50). Conclusion Traditional models were inadequate to predict mortality of high-risk patients undergoing CABG. However, the HiriSCORE model was simple and accurate to predict mortality in high-risk patients.
- Subjects :
- Male
Databases, Factual
Bypass grafting
Cardiovascular Procedures
Epidemiology
Myocardial Infarction
Coronary Artery Disease
030204 cardiovascular system & hematology
Cardiovascular Medicine
Vascular Medicine
Angina
0302 clinical medicine
Medical Conditions
Risk Factors
Medicine and Health Sciences
Coronary Heart Disease
Hospital Mortality
Prospective Studies
Myocardial infarction
Coronary Artery Bypass
Multidisciplinary
Coronary Artery Bypass Grafting
Heart
Canadian Cardiovascular Society
Middle Aged
Cardiac surgery
Treatment Outcome
medicine.anatomical_structure
Cardiovascular Diseases
Area Under Curve
Cohort
Medicine
Female
Anatomy
Brazil
Artery
Research Article
China
medicine.medical_specialty
Cardiac Surgery
Science
Cardiology
Surgical and Invasive Medical Procedures
Risk Assessment
03 medical and health sciences
Internal medicine
medicine
Humans
Aged
Models, Statistical
Receiver operating characteristic
business.industry
Correction
Biology and Life Sciences
Cardiovascular Disease Risk
medicine.disease
Cross-Sectional Studies
ROC Curve
030228 respiratory system
Medical Risk Factors
Cardiovascular Anatomy
business
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 16
- Issue :
- 8
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....f9d119962913e196c04324357d20d2fd