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Development and validation of a model for predicting 18-month mortality in type 2 myocardial infarction.
- Source :
-
The American journal of emergency medicine [Am J Emerg Med] 2021 Oct; Vol. 48, pp. 224-230. Date of Electronic Publication: 2021 Apr 27. - Publication Year :
- 2021
-
Abstract
- Background: Despite the poor prognosis in patients with type 2 myocardial infarction (MI), no prospective data on risk stratification exists. The aim of this study was to develop and validate a model for prediction of 18-month mortality of among patients with type 2 MI (T2MI) and compare its performance with GRACE and TARRACO scores.<br />Methods: The prospective observational study included 712 consecutive patients diagnosed with MI undergoing coronary angiography <24 h between January 2017 and December 2018. Diagnosis of T2MI was adjusted according to Third universal definition. A prognostic model was developed by using Bayesian approach and logistic regression analysis with identifying predictors for mortality. The model was validated by bootstrap validation. Comparison performance between scores using Delong test.<br />Results: T2MI was identified in 174 (24.4%) patients. The median age of patients was 69 years, 52% were female. The mortality rate was 20.1% at 18 months. Prior MI, presence of ST elevation, hemoglobin level at admission, Charlson comorbidity index and were independently associated with 18-month mortality. The model to predict 18-month mortality showed excellent discrimination (optimism corrected c-statistic = 0.822) and calibration (corrected slope = 0.893). GRACE and TARRACO scores had moderate discrimination [c-statistic = 0.748 (95% CI 0.652-0.843) and 0.741, 95% CI 0.669-0.805), respectively] and inferior compared with model (p = 0.043 and 0.037, respectively).<br />Conclusions: The risk of mortality among T2MI patients could be accurately predicted by using common clinical characteristics and laboratory tests. Further studies are required with external validation of nomogram prior to clinical implementation.<br />Competing Interests: Declaration of Competing Interest None.<br /> (Copyright © 2021 Elsevier Inc. All rights reserved.)
- Subjects :
- Aged
Bayes Theorem
Comorbidity
Coronary Angiography
Female
Hemoglobins metabolism
Humans
Logistic Models
Male
Middle Aged
Mortality
Myocardial Infarction classification
Myocardial Infarction metabolism
Non-ST Elevated Myocardial Infarction classification
Non-ST Elevated Myocardial Infarction diagnosis
Non-ST Elevated Myocardial Infarction metabolism
Reproducibility of Results
ST Elevation Myocardial Infarction classification
ST Elevation Myocardial Infarction diagnosis
ST Elevation Myocardial Infarction metabolism
Myocardial Infarction diagnosis
Subjects
Details
- Language :
- English
- ISSN :
- 1532-8171
- Volume :
- 48
- Database :
- MEDLINE
- Journal :
- The American journal of emergency medicine
- Publication Type :
- Academic Journal
- Accession number :
- 33984591
- Full Text :
- https://doi.org/10.1016/j.ajem.2021.04.060