Risk Score Elaboration for Stroke in Cardiac Surgery

Detalhes bibliográficos
Autor(a) principal: Magedanz,Ellen Hettwer
Data de Publicação: 2021
Outros Autores: Guaragna,João Carlos Vieira da Costa, Albuquerque,Luciano Cabral, Wagner,Mario Bernardes, Chieza,Fernanda Lourega, Bueno,Natalia Lamas, Bodanese,Luiz Carlos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Journal of Cardiovascular Surgery (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0102-76382021000600788
Resumo: 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.
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spelling Risk Score Elaboration for Stroke in Cardiac SurgeryStrokeRisk FactorsCardiac Surgical ProceduresPostoperative PeriodArterial Occlusive DiseasesAbstract 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.Sociedade Brasileira de Cirurgia Cardiovascular2021-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0102-76382021000600788Brazilian Journal of Cardiovascular Surgery v.36 n.6 2021reponame:Brazilian Journal of Cardiovascular Surgery (Online)instname:Sociedade Brasileira de Cirurgia Cardiovascular (SBCCV)instacron:SBCCV10.21470/1678-9741-2020-0331info:eu-repo/semantics/openAccessMagedanz,Ellen HettwerGuaragna,João Carlos Vieira da CostaAlbuquerque,Luciano CabralWagner,Mario BernardesChieza,Fernanda LouregaBueno,Natalia LamasBodanese,Luiz Carloseng2021-12-02T00:00:00Zoai:scielo:S0102-76382021000600788Revistahttp://www.rbccv.org.br/https://old.scielo.br/oai/scielo-oai.php||rosangela.monteiro@incor.usp.br|| domingo@braile.com.br|| brandau@braile.com.br1678-97410102-7638opendoar:2021-12-02T00:00Brazilian Journal of Cardiovascular Surgery (Online) - Sociedade Brasileira de Cirurgia Cardiovascular (SBCCV)false
dc.title.none.fl_str_mv Risk Score Elaboration for Stroke in Cardiac Surgery
title Risk Score Elaboration for Stroke in Cardiac Surgery
spellingShingle Risk Score Elaboration for Stroke in Cardiac Surgery
Magedanz,Ellen Hettwer
Stroke
Risk Factors
Cardiac Surgical Procedures
Postoperative Period
Arterial Occlusive Diseases
title_short Risk Score Elaboration for Stroke in Cardiac Surgery
title_full Risk Score Elaboration for Stroke in Cardiac Surgery
title_fullStr Risk Score Elaboration for Stroke in Cardiac Surgery
title_full_unstemmed Risk Score Elaboration for Stroke in Cardiac Surgery
title_sort Risk Score Elaboration for Stroke in Cardiac Surgery
author Magedanz,Ellen Hettwer
author_facet Magedanz,Ellen Hettwer
Guaragna,João Carlos Vieira da Costa
Albuquerque,Luciano Cabral
Wagner,Mario Bernardes
Chieza,Fernanda Lourega
Bueno,Natalia Lamas
Bodanese,Luiz Carlos
author_role author
author2 Guaragna,João Carlos Vieira da Costa
Albuquerque,Luciano Cabral
Wagner,Mario Bernardes
Chieza,Fernanda Lourega
Bueno,Natalia Lamas
Bodanese,Luiz Carlos
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Magedanz,Ellen Hettwer
Guaragna,João Carlos Vieira da Costa
Albuquerque,Luciano Cabral
Wagner,Mario Bernardes
Chieza,Fernanda Lourega
Bueno,Natalia Lamas
Bodanese,Luiz Carlos
dc.subject.por.fl_str_mv Stroke
Risk Factors
Cardiac Surgical Procedures
Postoperative Period
Arterial Occlusive Diseases
topic Stroke
Risk Factors
Cardiac Surgical Procedures
Postoperative Period
Arterial Occlusive Diseases
description 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.
publishDate 2021
dc.date.none.fl_str_mv 2021-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0102-76382021000600788
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0102-76382021000600788
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.21470/1678-9741-2020-0331
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Sociedade Brasileira de Cirurgia Cardiovascular
publisher.none.fl_str_mv Sociedade Brasileira de Cirurgia Cardiovascular
dc.source.none.fl_str_mv Brazilian Journal of Cardiovascular Surgery v.36 n.6 2021
reponame:Brazilian Journal of Cardiovascular Surgery (Online)
instname:Sociedade Brasileira de Cirurgia Cardiovascular (SBCCV)
instacron:SBCCV
instname_str Sociedade Brasileira de Cirurgia Cardiovascular (SBCCV)
instacron_str SBCCV
institution SBCCV
reponame_str Brazilian Journal of Cardiovascular Surgery (Online)
collection Brazilian Journal of Cardiovascular Surgery (Online)
repository.name.fl_str_mv Brazilian Journal of Cardiovascular Surgery (Online) - Sociedade Brasileira de Cirurgia Cardiovascular (SBCCV)
repository.mail.fl_str_mv ||rosangela.monteiro@incor.usp.br|| domingo@braile.com.br|| brandau@braile.com.br
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