Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI

Detalhes bibliográficos
Autor(a) principal: França, M
Data de Publicação: 2017
Outros Autores: Alberich-Bayarri, Á, Martí-Bonmatí, L, Oliveira, P, Costa, FE, Porto, G, Vizcaíno, JR, Gonzalez, JS, Ribeiro, E, Oliveira, J, Miranda, HP
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10216/111524
Resumo: Purpose: To evaluate the diagnostic performances of 3 Tesla multi-echo chemical shift-encoded gradient echo magnetic resonance (MECSE-MR) imaging to simultaneously quantify liver steatosis and iron overload in a wide spectrum of diffuse liver diseases having biopsy as reference standard. Methods: MECSE-MR-acquired images were used to calculate fat fraction and iron content in a single breath-hold in 109 adult patients. Proton density fat fraction (PDFF) was prospectively estimated using complex-based data reconstruction with multipeak fat modeling. Water R2* was used to estimate iron content. Biopsy was obtained in all cases, grading liver steatosis, siderosis, inflammation, and fibrosis. Differences in PDFF and R2* values across histopathological grades were analyzed, and ROC curves analyses evaluated the MR diagnostic performance. Results: Calculated fat fraction measurements showed significant differences (p < 0.001) among steatosis grades, being unaffected by the presence of inflammation or fibrosis (p ≥ 0.05). A strong correlation was found between fat fraction and steatosis grade (R S = 0.718, p < 0.001). Iron deposits did not affect fat fraction quantitation (p ≥ 0.05), except in cases with severe iron overload (grade 4). A strong positive correlation was also observed between R2* measurements and iron grades (R S = 0.704, p < 0.001). Calculated R2* values were not different across grades of steatosis, inflammation, and fibrosis (p ≥ 0.05). Conclusion: A MECSE-MR sequence simultaneously quantifies liver steatosis and siderosis, regardless coexisting liver inflammation or fibrosis, with high accuracy in a wide spectrum of diffuse liver disorders. This sequence can be acquired within a single breath-hold and can be implemented in the routine MR evaluation of the liver.
id RCAP_925887471d213809a597275ce9d5db41
oai_identifier_str oai:repositorio-aberto.up.pt:10216/111524
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRIFat quantificationIron overloadR2* measurementChronic liver diseasesQuantitative imaging biomarkersPurpose: To evaluate the diagnostic performances of 3 Tesla multi-echo chemical shift-encoded gradient echo magnetic resonance (MECSE-MR) imaging to simultaneously quantify liver steatosis and iron overload in a wide spectrum of diffuse liver diseases having biopsy as reference standard. Methods: MECSE-MR-acquired images were used to calculate fat fraction and iron content in a single breath-hold in 109 adult patients. Proton density fat fraction (PDFF) was prospectively estimated using complex-based data reconstruction with multipeak fat modeling. Water R2* was used to estimate iron content. Biopsy was obtained in all cases, grading liver steatosis, siderosis, inflammation, and fibrosis. Differences in PDFF and R2* values across histopathological grades were analyzed, and ROC curves analyses evaluated the MR diagnostic performance. Results: Calculated fat fraction measurements showed significant differences (p < 0.001) among steatosis grades, being unaffected by the presence of inflammation or fibrosis (p ≥ 0.05). A strong correlation was found between fat fraction and steatosis grade (R S = 0.718, p < 0.001). Iron deposits did not affect fat fraction quantitation (p ≥ 0.05), except in cases with severe iron overload (grade 4). A strong positive correlation was also observed between R2* measurements and iron grades (R S = 0.704, p < 0.001). Calculated R2* values were not different across grades of steatosis, inflammation, and fibrosis (p ≥ 0.05). Conclusion: A MECSE-MR sequence simultaneously quantifies liver steatosis and siderosis, regardless coexisting liver inflammation or fibrosis, with high accuracy in a wide spectrum of diffuse liver disorders. This sequence can be acquired within a single breath-hold and can be implemented in the routine MR evaluation of the liver.Springer US20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10216/111524eng2366-005810.1007/s00261-017-1048-0França, MAlberich-Bayarri, ÁMartí-Bonmatí, LOliveira, PCosta, FEPorto, GVizcaíno, JRGonzalez, JSRibeiro, EOliveira, JMiranda, HPinfo: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:RCAAP2023-11-29T15:00:09Zoai:repositorio-aberto.up.pt:10216/111524Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:13:23.029514Repositório 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 Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
title Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
spellingShingle Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
França, M
Fat quantification
Iron overload
R2* measurement
Chronic liver diseases
Quantitative imaging biomarkers
title_short Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
title_full Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
title_fullStr Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
title_full_unstemmed Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
title_sort Accurate simultaneous quantification of liver steatosis and iron overload in diffuse liver diseases with MRI
author França, M
author_facet França, M
Alberich-Bayarri, Á
Martí-Bonmatí, L
Oliveira, P
Costa, FE
Porto, G
Vizcaíno, JR
Gonzalez, JS
Ribeiro, E
Oliveira, J
Miranda, HP
author_role author
author2 Alberich-Bayarri, Á
Martí-Bonmatí, L
Oliveira, P
Costa, FE
Porto, G
Vizcaíno, JR
Gonzalez, JS
Ribeiro, E
Oliveira, J
Miranda, HP
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv França, M
Alberich-Bayarri, Á
Martí-Bonmatí, L
Oliveira, P
Costa, FE
Porto, G
Vizcaíno, JR
Gonzalez, JS
Ribeiro, E
Oliveira, J
Miranda, HP
dc.subject.por.fl_str_mv Fat quantification
Iron overload
R2* measurement
Chronic liver diseases
Quantitative imaging biomarkers
topic Fat quantification
Iron overload
R2* measurement
Chronic liver diseases
Quantitative imaging biomarkers
description Purpose: To evaluate the diagnostic performances of 3 Tesla multi-echo chemical shift-encoded gradient echo magnetic resonance (MECSE-MR) imaging to simultaneously quantify liver steatosis and iron overload in a wide spectrum of diffuse liver diseases having biopsy as reference standard. Methods: MECSE-MR-acquired images were used to calculate fat fraction and iron content in a single breath-hold in 109 adult patients. Proton density fat fraction (PDFF) was prospectively estimated using complex-based data reconstruction with multipeak fat modeling. Water R2* was used to estimate iron content. Biopsy was obtained in all cases, grading liver steatosis, siderosis, inflammation, and fibrosis. Differences in PDFF and R2* values across histopathological grades were analyzed, and ROC curves analyses evaluated the MR diagnostic performance. Results: Calculated fat fraction measurements showed significant differences (p < 0.001) among steatosis grades, being unaffected by the presence of inflammation or fibrosis (p ≥ 0.05). A strong correlation was found between fat fraction and steatosis grade (R S = 0.718, p < 0.001). Iron deposits did not affect fat fraction quantitation (p ≥ 0.05), except in cases with severe iron overload (grade 4). A strong positive correlation was also observed between R2* measurements and iron grades (R S = 0.704, p < 0.001). Calculated R2* values were not different across grades of steatosis, inflammation, and fibrosis (p ≥ 0.05). Conclusion: A MECSE-MR sequence simultaneously quantifies liver steatosis and siderosis, regardless coexisting liver inflammation or fibrosis, with high accuracy in a wide spectrum of diffuse liver disorders. This sequence can be acquired within a single breath-hold and can be implemented in the routine MR evaluation of the liver.
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
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/10216/111524
url http://hdl.handle.net/10216/111524
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2366-0058
10.1007/s00261-017-1048-0
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 Springer US
publisher.none.fl_str_mv Springer US
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_ 1799136055820025856