Back to Search Start Over

Risk Score Elaboration for Stroke in Cardiac Surgery

Authors :
Ellen Hettwer Magedanz
João Carlos Vieira da Costa Guaragna
Luciano Cabral Albuquerque
Mario Bernardes Wagner
Fernanda Lourega Chieza
Natalia Lamas Bueno
Luiz Carlos Bodanese
Source :
Brazilian Journal of Cardiovascular Surgery, Vol 36, Iss 6, Pp 788-795 (2021)
Publication Year :
2021
Publisher :
Sociedade Brasileira de Cirurgia Cardiovascular, 2021.

Abstract

Abstract Introduction: Stroke is a complication that causes considerable morbidity and mortality during the heart surgery postoperative period (incidence: 1.3 to 5%; mortality: 13 to 41%). Models for assessing the risk of stroke after heart surgery have been proposed, but most of them do not evaluate postoperative morbidity. The aim of this study was to develop a risk score for postoperative stroke in patients who undergo heart surgery with cardiopulmonary bypass. Methods: A cohort study was conducted with data from 4,862 patients who underwent surgery from 1996 to 2016. Logistic regression was used to assess relationships between risk factors and stroke. Data from 3,258 patients were used to construct the model. The model’s performance was then validated using data from the remainder of the patients (n=1,604). The model’s accuracy was tested using the area under the receiver operating characteristic (ROC) curve. Results: The prevalence of stroke during the postoperative period was 3% (n=149); 59% of the patients who exhibited this outcome were male, 51% were aged ≥ 66 years, and 31.5% of the patients died. The variables that remained as independent predictors of the outcome after multivariate analysis were advanced age, urgent/emergency surgery, peripheral arterial occlusive disease, history of cerebrovascular disease, and cardiopulmonary bypass time ≥ 110 minutes. The area under the ROC curve was 0.71 (95% confidence interval 0.66 - 0.75). Conclusion: We were able to develop a risk score for stroke after heart surgery. This score classifies patients as low, medium, high, or very high risk of a surgery-related stroke.

Details

Language :
English
ISSN :
16789741
Volume :
36
Issue :
6
Database :
Directory of Open Access Journals
Journal :
Brazilian Journal of Cardiovascular Surgery
Publication Type :
Academic Journal
Accession number :
edsdoj.62fdf7daefb94ff78f9d6bf8efd42c1f
Document Type :
article
Full Text :
https://doi.org/10.21470/1678-9741-2020-0331