Cargando…

Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil

INTRODUCTION: Transfusion of red blood cells is recurrent in cardiac surgery despite the well-established deleterious effects. Identifying patients with higher chances of requiring blood transfusion is essential to apply strategic preventive measures to reduce such chances, considering the restricte...

Descripción completa

Detalles Bibliográficos
Autores principales: da Cunha, Cristiano Berardo Carneiro, Monteiro, Verônica Soares, Ferraz, Diogo Luiz de Magalhães, Tchaick, Rodrigo Mezzalira, de Carvalho Júnior, Jeú Delmondes, Silva, Igor Tiago Correia, Figueira, Fernando Augusto Marinho dos Santos, Andrade, Lívia Barbosa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sociedade Brasileira de Cirurgia Cardiovascular 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10069251/
https://www.ncbi.nlm.nih.gov/pubmed/36459479
http://dx.doi.org/10.21470/1678-9741-2022-0156
_version_ 1785018809970589696
author da Cunha, Cristiano Berardo Carneiro
Monteiro, Verônica Soares
Ferraz, Diogo Luiz de Magalhães
Tchaick, Rodrigo Mezzalira
de Carvalho Júnior, Jeú Delmondes
Silva, Igor Tiago Correia
Figueira, Fernando Augusto Marinho dos Santos
Andrade, Lívia Barbosa
author_facet da Cunha, Cristiano Berardo Carneiro
Monteiro, Verônica Soares
Ferraz, Diogo Luiz de Magalhães
Tchaick, Rodrigo Mezzalira
de Carvalho Júnior, Jeú Delmondes
Silva, Igor Tiago Correia
Figueira, Fernando Augusto Marinho dos Santos
Andrade, Lívia Barbosa
author_sort da Cunha, Cristiano Berardo Carneiro
collection PubMed
description INTRODUCTION: Transfusion of red blood cells is recurrent in cardiac surgery despite the well-established deleterious effects. Identifying patients with higher chances of requiring blood transfusion is essential to apply strategic preventive measures to reduce such chances, considering the restricted availability of this product. The most used risk scores to predict blood transfusion are the Transfusion Risk and Clinical Knowledge (TRACK) and Transfusion Risk Understanding Scoring Tool (TRUST). However, these scores were not validated for the Brazilian population. The objective of this study was to assess the accuracy of TRACK and TRUST scores in estimating the need for postoperative transfusion of red blood cell concentrates (TRBCC) after cardiac surgery. METHODS: A clinical retrospective study was conducted using the database of a Brazilian reference service composed of patients operated between November 2019 and September 2021. Scores were compared using Mann-Whitney U test. Hosmer-Lemeshow goodness of fit test assessed calibration of the scores. Accuracy was assessed using the area under the receiver operating characteristic curve (AUC). All analyses considered a level of significance of 5%. The study was approved by the research ethics committee (CAAE 55577421.4.0000.5201). RESULTS: This study assessed 498 patients. Only the TRACK score presented good calibration (P=0.238; TRUST P=0.034). AUC of TRACK was 0.678 (95% confidence interval 0.63 to 0.73; P<0.001), showing a significant accuracy. CONCLUSION: Between the scores analyzed, only the TRACK score showed a good calibration, but low accuracy, to predict postoperative TRBCC after cardiac surgery.
format Online
Article
Text
id pubmed-10069251
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Sociedade Brasileira de Cirurgia Cardiovascular
record_format MEDLINE/PubMed
spelling pubmed-100692512023-04-04 Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil da Cunha, Cristiano Berardo Carneiro Monteiro, Verônica Soares Ferraz, Diogo Luiz de Magalhães Tchaick, Rodrigo Mezzalira de Carvalho Júnior, Jeú Delmondes Silva, Igor Tiago Correia Figueira, Fernando Augusto Marinho dos Santos Andrade, Lívia Barbosa Braz J Cardiovasc Surg Original Article INTRODUCTION: Transfusion of red blood cells is recurrent in cardiac surgery despite the well-established deleterious effects. Identifying patients with higher chances of requiring blood transfusion is essential to apply strategic preventive measures to reduce such chances, considering the restricted availability of this product. The most used risk scores to predict blood transfusion are the Transfusion Risk and Clinical Knowledge (TRACK) and Transfusion Risk Understanding Scoring Tool (TRUST). However, these scores were not validated for the Brazilian population. The objective of this study was to assess the accuracy of TRACK and TRUST scores in estimating the need for postoperative transfusion of red blood cell concentrates (TRBCC) after cardiac surgery. METHODS: A clinical retrospective study was conducted using the database of a Brazilian reference service composed of patients operated between November 2019 and September 2021. Scores were compared using Mann-Whitney U test. Hosmer-Lemeshow goodness of fit test assessed calibration of the scores. Accuracy was assessed using the area under the receiver operating characteristic curve (AUC). All analyses considered a level of significance of 5%. The study was approved by the research ethics committee (CAAE 55577421.4.0000.5201). RESULTS: This study assessed 498 patients. Only the TRACK score presented good calibration (P=0.238; TRUST P=0.034). AUC of TRACK was 0.678 (95% confidence interval 0.63 to 0.73; P<0.001), showing a significant accuracy. CONCLUSION: Between the scores analyzed, only the TRACK score showed a good calibration, but low accuracy, to predict postoperative TRBCC after cardiac surgery. Sociedade Brasileira de Cirurgia Cardiovascular 2023 /pmc/articles/PMC10069251/ /pubmed/36459479 http://dx.doi.org/10.21470/1678-9741-2022-0156 Text en https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
da Cunha, Cristiano Berardo Carneiro
Monteiro, Verônica Soares
Ferraz, Diogo Luiz de Magalhães
Tchaick, Rodrigo Mezzalira
de Carvalho Júnior, Jeú Delmondes
Silva, Igor Tiago Correia
Figueira, Fernando Augusto Marinho dos Santos
Andrade, Lívia Barbosa
Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil
title Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil
title_full Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil
title_fullStr Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil
title_full_unstemmed Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil
title_short Validation of Blood Transfusion Risk Scores (TRACK and TRUST) in a Cardiac Surgery Service in Brazil
title_sort validation of blood transfusion risk scores (track and trust) in a cardiac surgery service in brazil
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10069251/
https://www.ncbi.nlm.nih.gov/pubmed/36459479
http://dx.doi.org/10.21470/1678-9741-2022-0156
work_keys_str_mv AT dacunhacristianoberardocarneiro validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil
AT monteiroveronicasoares validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil
AT ferrazdiogoluizdemagalhaes validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil
AT tchaickrodrigomezzalira validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil
AT decarvalhojuniorjeudelmondes validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil
AT silvaigortiagocorreia validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil
AT figueirafernandoaugustomarinhodossantos validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil
AT andradeliviabarbosa validationofbloodtransfusionriskscorestrackandtrustinacardiacsurgeryserviceinbrazil