Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation

Detalhes bibliográficos
Autor(a) principal: Araújo, T
Data de Publicação: 2010
Outros Autores: Cordeiro, A, Proença, P, Perdigoto, R, Martins, A, Barroso, E
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.17/615
Resumo: INTRODUCTION AND AIMS: Adult orthotopic liver transplantation (OLT) is associated with considerable blood product requirements. The aim of this study was to assess the ability of preoperative information to predict intraoperative red blood cell (RBC) transfusion requirements among adult liver recipients. METHODS: Preoperative variables with previously demonstrated relationships to intraoperative RBC transfusion were identified from the literature: sex, age, pathology, prothrombin time (PT), factor V, hemoglobin (Hb), and platelet count (plt). These variables were then retrospectively collected from 758 consecutive adult patients undergoing OLT from 1997 to 2007. Relationships between these variables and intraoperative blood transfusion requirements were examined by both univariate analysis and multiple linear regression analysis. RESULTS: Univariate analysis confirmed significant associations between RBC transfusion and PT, factor V, Hb, Plt, pathology, and age (P values all < .001). However, stepwise backward multivariate analysis excluded variables Plt and factor V from the multiple regression linear model. The variables included in the final predictive model were PT, Hb, age, and pathology. Patients suffering from liver carcinoma required more blood products than those suffering from other pathologies. Yet, the overall predictive power of the final model was limited (R(2) = .308; adjusted R(2) = .30). CONCLUSION: Preoperative variables have limited predictive power for intraoperative RBC transfusion requirements even when significant statistical associations exist, identifying only a small portion of the observed total transfusion variability. Preoperative PT, Hb, age, and liver pathology seem to be the most significant predictive factors but other factors like severity of liver disease, surgical technique, medical experience in liver transplantation, and other noncontrollable human variables may play important roles to determine the final transfusion requirements.
id RCAP_8d55e3940ba5dcd35858bf15d18cc897
oai_identifier_str oai:repositorio.chlc.min-saude.pt:10400.17/615
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver TransplantationTransfusão de EritrócitosEstatísticaHemoglobinasTransplantação de FígadoEfeitos AdversosContagem de PlaquetasValor Preditivo dos TestesTempo de ProtrombinaEstudos RetrospectivosFactores de RiscoINTRODUCTION AND AIMS: Adult orthotopic liver transplantation (OLT) is associated with considerable blood product requirements. The aim of this study was to assess the ability of preoperative information to predict intraoperative red blood cell (RBC) transfusion requirements among adult liver recipients. METHODS: Preoperative variables with previously demonstrated relationships to intraoperative RBC transfusion were identified from the literature: sex, age, pathology, prothrombin time (PT), factor V, hemoglobin (Hb), and platelet count (plt). These variables were then retrospectively collected from 758 consecutive adult patients undergoing OLT from 1997 to 2007. Relationships between these variables and intraoperative blood transfusion requirements were examined by both univariate analysis and multiple linear regression analysis. RESULTS: Univariate analysis confirmed significant associations between RBC transfusion and PT, factor V, Hb, Plt, pathology, and age (P values all < .001). However, stepwise backward multivariate analysis excluded variables Plt and factor V from the multiple regression linear model. The variables included in the final predictive model were PT, Hb, age, and pathology. Patients suffering from liver carcinoma required more blood products than those suffering from other pathologies. Yet, the overall predictive power of the final model was limited (R(2) = .308; adjusted R(2) = .30). CONCLUSION: Preoperative variables have limited predictive power for intraoperative RBC transfusion requirements even when significant statistical associations exist, identifying only a small portion of the observed total transfusion variability. Preoperative PT, Hb, age, and liver pathology seem to be the most significant predictive factors but other factors like severity of liver disease, surgical technique, medical experience in liver transplantation, and other noncontrollable human variables may play important roles to determine the final transfusion requirements.ElsevierRepositório do Centro Hospitalar Universitário de Lisboa Central, EPEAraújo, TCordeiro, AProença, PPerdigoto, RMartins, ABarroso, E2012-08-07T15:34:42Z20102010-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.17/615engTransplant Proc. 2010 Jun;42(5):1758-9.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-10T09:27:23Zoai:repositorio.chlc.min-saude.pt:10400.17/615Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:18:21.739945Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
title Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
spellingShingle Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
Araújo, T
Transfusão de Eritrócitos
Estatística
Hemoglobinas
Transplantação de Fígado
Efeitos Adversos
Contagem de Plaquetas
Valor Preditivo dos Testes
Tempo de Protrombina
Estudos Retrospectivos
Factores de Risco
title_short Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
title_full Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
title_fullStr Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
title_full_unstemmed Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
title_sort Predictive Variables Affecting Transfusion Requirements in Orthotopic Liver Transplantation
author Araújo, T
author_facet Araújo, T
Cordeiro, A
Proença, P
Perdigoto, R
Martins, A
Barroso, E
author_role author
author2 Cordeiro, A
Proença, P
Perdigoto, R
Martins, A
Barroso, E
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório do Centro Hospitalar Universitário de Lisboa Central, EPE
dc.contributor.author.fl_str_mv Araújo, T
Cordeiro, A
Proença, P
Perdigoto, R
Martins, A
Barroso, E
dc.subject.por.fl_str_mv Transfusão de Eritrócitos
Estatística
Hemoglobinas
Transplantação de Fígado
Efeitos Adversos
Contagem de Plaquetas
Valor Preditivo dos Testes
Tempo de Protrombina
Estudos Retrospectivos
Factores de Risco
topic Transfusão de Eritrócitos
Estatística
Hemoglobinas
Transplantação de Fígado
Efeitos Adversos
Contagem de Plaquetas
Valor Preditivo dos Testes
Tempo de Protrombina
Estudos Retrospectivos
Factores de Risco
description INTRODUCTION AND AIMS: Adult orthotopic liver transplantation (OLT) is associated with considerable blood product requirements. The aim of this study was to assess the ability of preoperative information to predict intraoperative red blood cell (RBC) transfusion requirements among adult liver recipients. METHODS: Preoperative variables with previously demonstrated relationships to intraoperative RBC transfusion were identified from the literature: sex, age, pathology, prothrombin time (PT), factor V, hemoglobin (Hb), and platelet count (plt). These variables were then retrospectively collected from 758 consecutive adult patients undergoing OLT from 1997 to 2007. Relationships between these variables and intraoperative blood transfusion requirements were examined by both univariate analysis and multiple linear regression analysis. RESULTS: Univariate analysis confirmed significant associations between RBC transfusion and PT, factor V, Hb, Plt, pathology, and age (P values all < .001). However, stepwise backward multivariate analysis excluded variables Plt and factor V from the multiple regression linear model. The variables included in the final predictive model were PT, Hb, age, and pathology. Patients suffering from liver carcinoma required more blood products than those suffering from other pathologies. Yet, the overall predictive power of the final model was limited (R(2) = .308; adjusted R(2) = .30). CONCLUSION: Preoperative variables have limited predictive power for intraoperative RBC transfusion requirements even when significant statistical associations exist, identifying only a small portion of the observed total transfusion variability. Preoperative PT, Hb, age, and liver pathology seem to be the most significant predictive factors but other factors like severity of liver disease, surgical technique, medical experience in liver transplantation, and other noncontrollable human variables may play important roles to determine the final transfusion requirements.
publishDate 2010
dc.date.none.fl_str_mv 2010
2010-01-01T00:00:00Z
2012-08-07T15:34:42Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.17/615
url http://hdl.handle.net/10400.17/615
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Transplant Proc. 2010 Jun;42(5):1758-9.
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799131280354312192