Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease

Detalhes bibliográficos
Autor(a) principal: Humberto Oliva Galizzi
Data de Publicação: 2021
Outros Autores: Claudia Alves Couto, Daniela Oliveira de Lima Taranto, Samuel I.O. Araújo, Eduardo Garcia Vilela
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFMG
Texto Completo: https://doi.org/10.1016/j.aohep.2020.07.003
http://hdl.handle.net/1843/51787
https://orcid.org/0000-0002-9776-4757
https://orcid.org/0000-0002-6641-1350
https://orcid.org/0000-0002-5443-7553
Resumo: Introduction: Nonalcoholic fatty liver disease (NAFLD) patients can progress to cirrhosis. In these, there is a compensated stage in which esophageal varices can exist. However, no more than 20% of these patients have varices needing treatment (VNT). Objective: Evaluate the accuracy of non-invasive models to predict esophageal varices, as well as their performance to avoid esophagogastroduodenoscopy (EGD) with a risk of missing VNT of less than 5%, in Brazilian patients with compensated advanced chronic liver disease (cACLD) secondary to NAFLD. Methods: Twenty-one patients with biopsy-proven cACLD secondary to NAFLD were submitted to liver stiffness measurement (LSM) by transient elastography (TE), and data were collected to measure platelet count/spleen diameter ratio (PSR), LSM-spleen diameter to platelet ratio score (LSPS), varices risk score (VRS), Baveno VI, Expanded Baveno VI and NAFLD cirrhosis criteria. Results: The mean age was 61 (±6.6) years, and 81% were female; 14% presented VNT. For detection of VNT, LSPS and VRS performed excellently, with an area under receiver operating characteristic (AUROC) of 0.961 for both. LSM presented an AUROC of 0.889 and a cutoff point of 21.8 kPa. LSPS and VRS enabled sparing 75–80% of EGDs for VNT, with no risk of missing varices. Expanded Baveno VI enabled sparing 71% of EGDs, with 4.8% risk of missing VNT. Conclusion: LSPS and VRS performed excellently in both predicting VNT and sparing EGD, and Expanded Baveno VI showed good performance in sparing EGDs, with acceptable risk of missing VNT. An LSM cutoff point was established and had good performance.
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spelling 2023-04-11T00:53:21Z2023-04-11T00:53:21Z202120https://doi.org/10.1016/j.aohep.2020.07.0031665-2681http://hdl.handle.net/1843/51787https://orcid.org/0000-0002-9776-4757https://orcid.org/0000-0002-6641-1350https://orcid.org/0000-0002-5443-7553Introduction: Nonalcoholic fatty liver disease (NAFLD) patients can progress to cirrhosis. In these, there is a compensated stage in which esophageal varices can exist. However, no more than 20% of these patients have varices needing treatment (VNT). Objective: Evaluate the accuracy of non-invasive models to predict esophageal varices, as well as their performance to avoid esophagogastroduodenoscopy (EGD) with a risk of missing VNT of less than 5%, in Brazilian patients with compensated advanced chronic liver disease (cACLD) secondary to NAFLD. Methods: Twenty-one patients with biopsy-proven cACLD secondary to NAFLD were submitted to liver stiffness measurement (LSM) by transient elastography (TE), and data were collected to measure platelet count/spleen diameter ratio (PSR), LSM-spleen diameter to platelet ratio score (LSPS), varices risk score (VRS), Baveno VI, Expanded Baveno VI and NAFLD cirrhosis criteria. Results: The mean age was 61 (±6.6) years, and 81% were female; 14% presented VNT. For detection of VNT, LSPS and VRS performed excellently, with an area under receiver operating characteristic (AUROC) of 0.961 for both. LSM presented an AUROC of 0.889 and a cutoff point of 21.8 kPa. LSPS and VRS enabled sparing 75–80% of EGDs for VNT, with no risk of missing varices. Expanded Baveno VI enabled sparing 71% of EGDs, with 4.8% risk of missing VNT. Conclusion: LSPS and VRS performed excellently in both predicting VNT and sparing EGD, and Expanded Baveno VI showed good performance in sparing EGDs, with acceptable risk of missing VNT. An LSM cutoff point was established and had good performance.Introdução: Pacientes com doença hepática gordurosa não alcoólica (DHGNA) podem evoluir para cirrose. Nestes, há um estágio compensado em que podem existir varizes esofágicas. No entanto, não mais do que 20% desses pacientes têm varizes que necessitam de tratamento (VNT). Objetivo: Avaliar a acurácia de modelos não invasivos para prever varizes esofágicas, bem como seu desempenho para evitar esofagogastroduodenoscopia (EGD) com risco de falha de VNT menor que 5%, em pacientes brasileiros com doença hepática crônica avançada compensada (cACLD) secundária à DHGNA. Métodos: Vinte e um pacientes com cACLD comprovada por biópsia secundária a NAFLD foram submetidos à medida da rigidez hepática (LSM) por elastografia transitória (TE), e os dados foram coletados para medir a relação contagem de plaquetas/diâmetro do baço (PSR), LSM-diâmetro do baço para pontuação de relação plaquetária (LSPS), pontuação de risco de varizes (VRS), Baveno VI, Baveno VI expandido e critérios de cirrose NAFLD. Resultados: A média de idade foi de 61 (±6,6) anos, sendo 81% do sexo feminino; 14% apresentaram VNT. Para detecção de VNT, LSPS e VRS tiveram excelente desempenho, com uma área sob característica de operação do receptor (AUROC) de 0,961 para ambos. O LSM apresentou AUROC de 0,889 e ponto de corte de 21,8 kPa. LSPS e VRS permitiram poupar 75-80% de EGDs para VNT, sem risco de perda de varizes. O Baveno VI expandido permitiu poupar 71% dos EGDs, com 4,8% de risco de perder VNT. Conclusão: LSPS e VRS tiveram excelente desempenho em prever VNT e poupar EGD, e Expanded Baveno VI mostrou bom desempenho em poupar EGDs, com risco aceitável de perder VNT. Um ponto de corte LSM foi estabelecido e teve bom desempenho.engUniversidade Federal de Minas GeraisUFMGBrasilHCL - HOSPITAL DAS CLINICASMED - DEPARTAMENTO DE CLÍNICA MÉDICAAnnals of HepatologyHepatopatia gordurosa não alcoólicaDoença hepática terminalVarizes esofágicas e gástricasHipertensão portalNAFLDcACLDEsophageal varicesLSMNon-invasive modelsAccuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver diseasePrecisão de métodos/modelos não invasivos para prever varizes em pacientes com doença hepática crônica avançada compensada secundária a doença hepática gordurosa não alcoólicainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlesciencedirect.com/science/article/pii/S1665268120300764?via%3DihubHumberto Oliva GalizziClaudia Alves CoutoDaniela Oliveira de Lima TarantoSamuel I.O. AraújoEduardo Garcia Vilelaapplication/pdfinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGLICENSELicense.txtLicense.txttext/plain; charset=utf-82042https://repositorio.ufmg.br/bitstream/1843/51787/1/License.txtfa505098d172de0bc8864fc1287ffe22MD51ORIGINALAccuracy of non-invasive methodsmodels for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease.pdfAccuracy of non-invasive methodsmodels for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease.pdfapplication/pdf814591https://repositorio.ufmg.br/bitstream/1843/51787/2/Accuracy%20of%20non-invasive%20methodsmodels%20for%20predicting%20esophageal%20varices%20in%20patients%20with%20compensated%20advanced%20chronic%20liver%20disease%20secondary%20to%20nonalcoholic%20fatty%20liver%20disease.pdfe948b42d149156db915d8c24b6c04f67MD521843/517872023-04-10 21:53:21.696oai:repositorio.ufmg.br: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Repositório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2023-04-11T00:53:21Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
dc.title.alternative.pt_BR.fl_str_mv Precisão de métodos/modelos não invasivos para prever varizes em pacientes com doença hepática crônica avançada compensada secundária a doença hepática gordurosa não alcoólica
title Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
spellingShingle Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
Humberto Oliva Galizzi
NAFLD
cACLD
Esophageal varices
LSM
Non-invasive models
Hepatopatia gordurosa não alcoólica
Doença hepática terminal
Varizes esofágicas e gástricas
Hipertensão portal
title_short Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
title_full Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
title_fullStr Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
title_full_unstemmed Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
title_sort Accuracy of non-invasive methods/models for predicting esophageal varices in patients with compensated advanced chronic liver disease secondary to nonalcoholic fatty liver disease
author Humberto Oliva Galizzi
author_facet Humberto Oliva Galizzi
Claudia Alves Couto
Daniela Oliveira de Lima Taranto
Samuel I.O. Araújo
Eduardo Garcia Vilela
author_role author
author2 Claudia Alves Couto
Daniela Oliveira de Lima Taranto
Samuel I.O. Araújo
Eduardo Garcia Vilela
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Humberto Oliva Galizzi
Claudia Alves Couto
Daniela Oliveira de Lima Taranto
Samuel I.O. Araújo
Eduardo Garcia Vilela
dc.subject.por.fl_str_mv NAFLD
cACLD
Esophageal varices
LSM
Non-invasive models
topic NAFLD
cACLD
Esophageal varices
LSM
Non-invasive models
Hepatopatia gordurosa não alcoólica
Doença hepática terminal
Varizes esofágicas e gástricas
Hipertensão portal
dc.subject.other.pt_BR.fl_str_mv Hepatopatia gordurosa não alcoólica
Doença hepática terminal
Varizes esofágicas e gástricas
Hipertensão portal
description Introduction: Nonalcoholic fatty liver disease (NAFLD) patients can progress to cirrhosis. In these, there is a compensated stage in which esophageal varices can exist. However, no more than 20% of these patients have varices needing treatment (VNT). Objective: Evaluate the accuracy of non-invasive models to predict esophageal varices, as well as their performance to avoid esophagogastroduodenoscopy (EGD) with a risk of missing VNT of less than 5%, in Brazilian patients with compensated advanced chronic liver disease (cACLD) secondary to NAFLD. Methods: Twenty-one patients with biopsy-proven cACLD secondary to NAFLD were submitted to liver stiffness measurement (LSM) by transient elastography (TE), and data were collected to measure platelet count/spleen diameter ratio (PSR), LSM-spleen diameter to platelet ratio score (LSPS), varices risk score (VRS), Baveno VI, Expanded Baveno VI and NAFLD cirrhosis criteria. Results: The mean age was 61 (±6.6) years, and 81% were female; 14% presented VNT. For detection of VNT, LSPS and VRS performed excellently, with an area under receiver operating characteristic (AUROC) of 0.961 for both. LSM presented an AUROC of 0.889 and a cutoff point of 21.8 kPa. LSPS and VRS enabled sparing 75–80% of EGDs for VNT, with no risk of missing varices. Expanded Baveno VI enabled sparing 71% of EGDs, with 4.8% risk of missing VNT. Conclusion: LSPS and VRS performed excellently in both predicting VNT and sparing EGD, and Expanded Baveno VI showed good performance in sparing EGDs, with acceptable risk of missing VNT. An LSM cutoff point was established and had good performance.
publishDate 2021
dc.date.issued.fl_str_mv 2021
dc.date.accessioned.fl_str_mv 2023-04-11T00:53:21Z
dc.date.available.fl_str_mv 2023-04-11T00:53:21Z
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/1843/51787
dc.identifier.doi.pt_BR.fl_str_mv https://doi.org/10.1016/j.aohep.2020.07.003
dc.identifier.issn.pt_BR.fl_str_mv 1665-2681
dc.identifier.orcid.pt_BR.fl_str_mv https://orcid.org/0000-0002-9776-4757
https://orcid.org/0000-0002-6641-1350
https://orcid.org/0000-0002-5443-7553
url https://doi.org/10.1016/j.aohep.2020.07.003
http://hdl.handle.net/1843/51787
https://orcid.org/0000-0002-9776-4757
https://orcid.org/0000-0002-6641-1350
https://orcid.org/0000-0002-5443-7553
identifier_str_mv 1665-2681
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.pt_BR.fl_str_mv Annals of Hepatology
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv HCL - HOSPITAL DAS CLINICAS
MED - DEPARTAMENTO DE CLÍNICA MÉDICA
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
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reponame_str Repositório Institucional da UFMG
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