Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization Therapy

AbstractBackground:30-40% of cardiac resynchronization therapy cases do not achieve favorable outcomes.Objective:This study aimed to develop predictive models for the combined endpoint of cardiac death and transplantation (Tx) at different stages of cardiac resynchronization therapy (CRT).Methods:Prospective observational study of 116 patients aged 64.8 ± 11.1 years, 68.1% of whom had functional class (FC) III and 31.9% had ambulatory class IV. Clinical, electrocardiographic and echocardiographic variables were assessed by using Cox regression and Kaplan-Meier curves.Results:The cardiac mortality/Tx rate was 16.3% during the follow-up period of 34.0 ± 17.9 months. Prior to implantation, right ventricular dysfunction (RVD), ejection fraction < 25% and use of high doses of diuretics (HDD) increased the risk of cardiac death and Tx by 3.9-, 4.8-, and 5.9-fold, respectively. In the first year after CRT, RVD, HDD and hospitalization due to congestive heart failure increased the risk of death at hazard ratios of 3.5, 5.3, and 12.5, respectively. In the second year after CRT, RVD and FC III/IV were significant risk factors of mortality in the multivariate Cox model. The accuracy rates of the models were 84.6% at preimplantation, 93% in the first year after CRT, and 90.5% in the second year after CRT. The models were validated by bootstrapping.Conclusion:We developed predictive models of cardiac death and Tx at different stages of CRT based on the analysis of simple and easily obtainable clinical and echocardiographic variables. The models showed good accuracy and adjustment, were validated internally, and are useful in the selection, monitoring and counseling of patients indicated for CRT.

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Main Authors: Rocha,Eduardo Arrais, Pereira,Francisca Tatiana Moreira, Abreu,José Sebastião, Lima,José Wellington O., Monteiro,Marcelo de Paula Martins, Rocha Neto,Almino Cavalcante, Goés,Camilla Viana Arrais, Farias,Ana Gardênia P., Rodrigues Sobrinho,Carlos Roberto Martins, Quidute,Ana Rosa Pinto, Scanavacca,Maurício Ibrahim
Format: Digital revista
Language:English
Published: Sociedade Brasileira de Cardiologia - SBC 2015
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0066-782X2015002300399
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spelling oai:scielo:S0066-782X20150023003992015-11-06Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization TherapyRocha,Eduardo ArraisPereira,Francisca Tatiana MoreiraAbreu,José SebastiãoLima,José Wellington O.Monteiro,Marcelo de Paula MartinsRocha Neto,Almino CavalcanteGoés,Camilla Viana ArraisFarias,Ana Gardênia P.Rodrigues Sobrinho,Carlos Roberto MartinsQuidute,Ana Rosa PintoScanavacca,Maurício Ibrahim Heart Transplantation / mortality Heart Failure / physiopathology Cardiac Resynchronization Therapy Follow-Up Studies Pacemaker, Artificial AbstractBackground:30-40% of cardiac resynchronization therapy cases do not achieve favorable outcomes.Objective:This study aimed to develop predictive models for the combined endpoint of cardiac death and transplantation (Tx) at different stages of cardiac resynchronization therapy (CRT).Methods:Prospective observational study of 116 patients aged 64.8 ± 11.1 years, 68.1% of whom had functional class (FC) III and 31.9% had ambulatory class IV. Clinical, electrocardiographic and echocardiographic variables were assessed by using Cox regression and Kaplan-Meier curves.Results:The cardiac mortality/Tx rate was 16.3% during the follow-up period of 34.0 ± 17.9 months. Prior to implantation, right ventricular dysfunction (RVD), ejection fraction < 25% and use of high doses of diuretics (HDD) increased the risk of cardiac death and Tx by 3.9-, 4.8-, and 5.9-fold, respectively. In the first year after CRT, RVD, HDD and hospitalization due to congestive heart failure increased the risk of death at hazard ratios of 3.5, 5.3, and 12.5, respectively. In the second year after CRT, RVD and FC III/IV were significant risk factors of mortality in the multivariate Cox model. The accuracy rates of the models were 84.6% at preimplantation, 93% in the first year after CRT, and 90.5% in the second year after CRT. The models were validated by bootstrapping.Conclusion:We developed predictive models of cardiac death and Tx at different stages of CRT based on the analysis of simple and easily obtainable clinical and echocardiographic variables. The models showed good accuracy and adjustment, were validated internally, and are useful in the selection, monitoring and counseling of patients indicated for CRT.info:eu-repo/semantics/openAccessSociedade Brasileira de Cardiologia - SBCArquivos Brasileiros de Cardiologia v.105 n.4 20152015-10-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0066-782X2015002300399en10.5935/abc.20150093
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countrycode BR
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libraryname SciELO
language English
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author Rocha,Eduardo Arrais
Pereira,Francisca Tatiana Moreira
Abreu,José Sebastião
Lima,José Wellington O.
Monteiro,Marcelo de Paula Martins
Rocha Neto,Almino Cavalcante
Goés,Camilla Viana Arrais
Farias,Ana Gardênia P.
Rodrigues Sobrinho,Carlos Roberto Martins
Quidute,Ana Rosa Pinto
Scanavacca,Maurício Ibrahim
spellingShingle Rocha,Eduardo Arrais
Pereira,Francisca Tatiana Moreira
Abreu,José Sebastião
Lima,José Wellington O.
Monteiro,Marcelo de Paula Martins
Rocha Neto,Almino Cavalcante
Goés,Camilla Viana Arrais
Farias,Ana Gardênia P.
Rodrigues Sobrinho,Carlos Roberto Martins
Quidute,Ana Rosa Pinto
Scanavacca,Maurício Ibrahim
Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization Therapy
author_facet Rocha,Eduardo Arrais
Pereira,Francisca Tatiana Moreira
Abreu,José Sebastião
Lima,José Wellington O.
Monteiro,Marcelo de Paula Martins
Rocha Neto,Almino Cavalcante
Goés,Camilla Viana Arrais
Farias,Ana Gardênia P.
Rodrigues Sobrinho,Carlos Roberto Martins
Quidute,Ana Rosa Pinto
Scanavacca,Maurício Ibrahim
author_sort Rocha,Eduardo Arrais
title Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization Therapy
title_short Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization Therapy
title_full Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization Therapy
title_fullStr Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization Therapy
title_full_unstemmed Development and Validation of Predictive Models of Cardiac Mortality and Transplantation in Resynchronization Therapy
title_sort development and validation of predictive models of cardiac mortality and transplantation in resynchronization therapy
description AbstractBackground:30-40% of cardiac resynchronization therapy cases do not achieve favorable outcomes.Objective:This study aimed to develop predictive models for the combined endpoint of cardiac death and transplantation (Tx) at different stages of cardiac resynchronization therapy (CRT).Methods:Prospective observational study of 116 patients aged 64.8 ± 11.1 years, 68.1% of whom had functional class (FC) III and 31.9% had ambulatory class IV. Clinical, electrocardiographic and echocardiographic variables were assessed by using Cox regression and Kaplan-Meier curves.Results:The cardiac mortality/Tx rate was 16.3% during the follow-up period of 34.0 ± 17.9 months. Prior to implantation, right ventricular dysfunction (RVD), ejection fraction < 25% and use of high doses of diuretics (HDD) increased the risk of cardiac death and Tx by 3.9-, 4.8-, and 5.9-fold, respectively. In the first year after CRT, RVD, HDD and hospitalization due to congestive heart failure increased the risk of death at hazard ratios of 3.5, 5.3, and 12.5, respectively. In the second year after CRT, RVD and FC III/IV were significant risk factors of mortality in the multivariate Cox model. The accuracy rates of the models were 84.6% at preimplantation, 93% in the first year after CRT, and 90.5% in the second year after CRT. The models were validated by bootstrapping.Conclusion:We developed predictive models of cardiac death and Tx at different stages of CRT based on the analysis of simple and easily obtainable clinical and echocardiographic variables. The models showed good accuracy and adjustment, were validated internally, and are useful in the selection, monitoring and counseling of patients indicated for CRT.
publisher Sociedade Brasileira de Cardiologia - SBC
publishDate 2015
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0066-782X2015002300399
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