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Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice?

OBJECTIVE: To investigate if magnetic resonance spectroscopy (MRS) is the best Magnetic Resonance (MR)-based method when compared to gradient-echo magnetic resonance imaging (MRI) for the detection and quantification of liver steatosis in diabetic patients in the clinical practice using liver biopsy...

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Autores principales: Parente, Daniella Braz, Rodrigues, Rosana Souza, Paiva, Fernando Fernandes, Oliveira Neto, Jaime Araújo, Machado-Silva, Lilian, Lanzoni, Valeria, Campos, Carlos Frederico Ferreira, Eiras-Araujo, Antonio Luis, do Brasil, Pedro Emmanuel Alvarenga Americano, Garteiser, Philippe, de Brito Gomes, Marilia, de Mello Perez, Renata
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4245094/
https://www.ncbi.nlm.nih.gov/pubmed/25426708
http://dx.doi.org/10.1371/journal.pone.0112574
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author Parente, Daniella Braz
Rodrigues, Rosana Souza
Paiva, Fernando Fernandes
Oliveira Neto, Jaime Araújo
Machado-Silva, Lilian
Lanzoni, Valeria
Campos, Carlos Frederico Ferreira
Eiras-Araujo, Antonio Luis
do Brasil, Pedro Emmanuel Alvarenga Americano
Garteiser, Philippe
de Brito Gomes, Marilia
de Mello Perez, Renata
author_facet Parente, Daniella Braz
Rodrigues, Rosana Souza
Paiva, Fernando Fernandes
Oliveira Neto, Jaime Araújo
Machado-Silva, Lilian
Lanzoni, Valeria
Campos, Carlos Frederico Ferreira
Eiras-Araujo, Antonio Luis
do Brasil, Pedro Emmanuel Alvarenga Americano
Garteiser, Philippe
de Brito Gomes, Marilia
de Mello Perez, Renata
author_sort Parente, Daniella Braz
collection PubMed
description OBJECTIVE: To investigate if magnetic resonance spectroscopy (MRS) is the best Magnetic Resonance (MR)-based method when compared to gradient-echo magnetic resonance imaging (MRI) for the detection and quantification of liver steatosis in diabetic patients in the clinical practice using liver biopsy as the reference standard, and to assess the influence of steatohepatitis and fibrosis on liver fat quantification. METHODS: Institutional approval and patient consent were obtained for this prospective study. Seventy-three patients with type 2 diabetes (60 women and 13 men; mean age, 54±9 years) underwent MRI and MRS at 3.0 T. The liver fat fraction was calculated from triple- and multi-echo gradient-echo sequences, and MRS data. Liver specimens were obtained in all patients. The accuracy for liver fat detection was estimated by receiver operator characteristic (ROC) analysis, and the correlation between fat quantification by imaging and histolopathology was analyzed by Spearman's correlation coefficients. RESULTS: The prevalence of hepatic steatosis was 92%. All gradient-echo MRI and MRS findings strongly correlated with biopsy findings (triple-echo, rho = 0.819; multi-echo, rho = 0.773; MRS, rho = 0.767). Areas under the ROC curves to detect mild, moderate, and severe steatosis were: triple-echo sequences, 0.961, 0.975, and 0.962; multi-echo sequences, 0.878, 0.979, and 0.961; and MRS, 0.981, 0.980, and 0.954. The thresholds for mild, moderate, and severe steatosis were: triple-echo sequences, 4.09, 9.34, and 12.34, multi-echo sequences, 7.53, 11.75, and 15.08, and MRS, 1.71, 11.69, and 14.91. Quantification was not significantly influenced by steatohepatitis or fibrosis. CONCLUSIONS: Liver fat quantification by MR methods strongly correlates with histopathology. Due to the wide availability and easier post-processing, gradient-echo sequences may represent the best imaging method for the detection and quantification of liver fat fraction in diabetic patients in the clinical practice.
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spelling pubmed-42450942014-12-05 Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice? Parente, Daniella Braz Rodrigues, Rosana Souza Paiva, Fernando Fernandes Oliveira Neto, Jaime Araújo Machado-Silva, Lilian Lanzoni, Valeria Campos, Carlos Frederico Ferreira Eiras-Araujo, Antonio Luis do Brasil, Pedro Emmanuel Alvarenga Americano Garteiser, Philippe de Brito Gomes, Marilia de Mello Perez, Renata PLoS One Research Article OBJECTIVE: To investigate if magnetic resonance spectroscopy (MRS) is the best Magnetic Resonance (MR)-based method when compared to gradient-echo magnetic resonance imaging (MRI) for the detection and quantification of liver steatosis in diabetic patients in the clinical practice using liver biopsy as the reference standard, and to assess the influence of steatohepatitis and fibrosis on liver fat quantification. METHODS: Institutional approval and patient consent were obtained for this prospective study. Seventy-three patients with type 2 diabetes (60 women and 13 men; mean age, 54±9 years) underwent MRI and MRS at 3.0 T. The liver fat fraction was calculated from triple- and multi-echo gradient-echo sequences, and MRS data. Liver specimens were obtained in all patients. The accuracy for liver fat detection was estimated by receiver operator characteristic (ROC) analysis, and the correlation between fat quantification by imaging and histolopathology was analyzed by Spearman's correlation coefficients. RESULTS: The prevalence of hepatic steatosis was 92%. All gradient-echo MRI and MRS findings strongly correlated with biopsy findings (triple-echo, rho = 0.819; multi-echo, rho = 0.773; MRS, rho = 0.767). Areas under the ROC curves to detect mild, moderate, and severe steatosis were: triple-echo sequences, 0.961, 0.975, and 0.962; multi-echo sequences, 0.878, 0.979, and 0.961; and MRS, 0.981, 0.980, and 0.954. The thresholds for mild, moderate, and severe steatosis were: triple-echo sequences, 4.09, 9.34, and 12.34, multi-echo sequences, 7.53, 11.75, and 15.08, and MRS, 1.71, 11.69, and 14.91. Quantification was not significantly influenced by steatohepatitis or fibrosis. CONCLUSIONS: Liver fat quantification by MR methods strongly correlates with histopathology. Due to the wide availability and easier post-processing, gradient-echo sequences may represent the best imaging method for the detection and quantification of liver fat fraction in diabetic patients in the clinical practice. Public Library of Science 2014-11-26 /pmc/articles/PMC4245094/ /pubmed/25426708 http://dx.doi.org/10.1371/journal.pone.0112574 Text en © 2014 Parente et al http://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 author and source are properly credited.
spellingShingle Research Article
Parente, Daniella Braz
Rodrigues, Rosana Souza
Paiva, Fernando Fernandes
Oliveira Neto, Jaime Araújo
Machado-Silva, Lilian
Lanzoni, Valeria
Campos, Carlos Frederico Ferreira
Eiras-Araujo, Antonio Luis
do Brasil, Pedro Emmanuel Alvarenga Americano
Garteiser, Philippe
de Brito Gomes, Marilia
de Mello Perez, Renata
Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice?
title Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice?
title_full Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice?
title_fullStr Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice?
title_full_unstemmed Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice?
title_short Is MR Spectroscopy Really the Best MR-Based Method for the Evaluation of Fatty Liver in Diabetic Patients in Clinical Practice?
title_sort is mr spectroscopy really the best mr-based method for the evaluation of fatty liver in diabetic patients in clinical practice?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4245094/
https://www.ncbi.nlm.nih.gov/pubmed/25426708
http://dx.doi.org/10.1371/journal.pone.0112574
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