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  2. Palavra-chave: Heart Valves/surgery
IJCS
Original Article

Internal Validation of a Risk Score for Prediction of Postoperative Atrial Fibrillation after Cardiac Surgery

Rafael de March Ronsoni et al. Tiago Luiz Luz Leiria Leonardo Martins Pires Marcelo Lapa Kruse … Edemar Pereira Rogerio Gomes da Silva Gustavo Glotz de Lima

Abstract

Background:

Postoperative atrial fibrillation (POAF) after cardiac surgery has great clinical and economic implications. Many attempts have been made to identify risk factors aiming at a better evaluation of prophylactic treatment strategies.

Objective:

To perform an internal validation of a risk score for POAF.

Methods:

A prospective cohort of 1,054 patients who underwent myocardial revascularization and/or valve surgery was included. The risk score model was developed in 448 patients, and its performance was tested in the remaining 606 patients. Variables with a significance level of 5% in the cohort were included and subjected to a multiple logistic regression model with backward selection. Performance statistics was performed using the c-statistic, the chi-square and the Hosmer-Lemeshow (HL) goodness-of-fit, Pearson’s correlation coefficient.

Results:

Four variables were considered predictors of outcome: age (≥ 70 years), mitral valve disease, the non-use or discontinuation of beta-blockers and a positive water balance (> 1,500 mL). The ROC curve was 0.76 (95% confidence interval [CI]: 0.72-0.79). The risk model showed a good ability according to the performance statistics – HL test x(2) = 0.93; p = 0.983 and r = 0.99 (Pearson’s coefficient). There was an increase in the frequency of POAF with the increase of the score: very low risk = 0.0%; low risk = 3.9%; intermediate risk = 10.9%; and high risk = 60.0%; p < 0.0001.

Conclusion:

The predictive variables of POAF allowed us to construct a simplified risk score. This scoring system showed good accuracy and can be used in routine clinical practice.

  • Atrial Fibrillation
  • Heart Valves/surgery
  • Myocardial revascularization
  • Perioperative Care
  • Prevention and Control
  • Risk Score
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Creative Commons Attribution (CC BY) Creative Commons license
24/10/2019 DOI: 10.5935/2359-4802.20190085 Visualizações 2

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Formato de Documento Eletrônico (Vancouver)

Ronsoni RM, Leiria TLL, Pires LM, Kruse ML, Pereira E, Silva RG, Lima GG, et al. Internal Validation of a Risk Score for Prediction of Postoperative Atrial Fibrillation after Cardiac Surgery. International Journal of Cardiovascular Sciences 2019;33(2):158-66.

Formato de Documento Eletrônico (ABNT)

Ronsoni, Rafael de March; Leiria, Tiago Luiz Luz; Pires, Leonardo Martins; Kruse, Marcelo Lapa; Pereira, Edemar; Silva, Rogerio Gomes da; Lima, Gustavo Glotz de. Internal Validation of a Risk Score for Prediction of Postoperative Atrial Fibrillation after Cardiac Surgery. International Journal of Cardiovascular Sciences, v. 33, n. 2, p. 158-166, out. 2019.

Formato de Documento Eletrônico (APA)

Ronsoni, R. M., Leiria, T. L. L., Pires, L. M., Kruse, M. L., Pereira, E., Silva, R. G. , & Lima, G. G. (2019). Internal Validation of a Risk Score for Prediction of Postoperative Atrial Fibrillation after Cardiac Surgery. International Journal of Cardiovascular Sciences, 33(2), 158-166.

Formato de Documento Eletrônico (ISO)

Ronsoni, Rafael de March and Leiria, Tiago Luiz Luz and Pires, Leonardo Martins and Kruse, Marcelo Lapa and Pereira, Edemar and Silva, Rogerio Gomes da and Lima, Gustavo Glotz de. Internal Validation of a Risk Score for Prediction of Postoperative Atrial Fibrillation after Cardiac Surgery. International Journal of Cardiovascular Sciences [online]. 2019, vol. 33, n. 2, [citado 2026-10-14], pp. 158-166. Disponível em: <https://journals.cardiol.br/article/internal-validation-of-a-risk-score-for-prediction-of-postoperative-atrial-fibrillation-after-cardiac-surgery-2/>. ISSN 2359-4802

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