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Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method

PURPOSE: To compare the abilities of three intravoxel incoherent motion (IVIM) imaging approximation methods to discriminate the histological grade of hepatocellular carcinomas (HCCs). METHODS: Fifty-eight patients (60 HCCs) underwent IVIM imaging with 11 b-values (0–1000 s/mm(2)). Slow (D) and fast...

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Autores principales: Ichikawa, Shintaro, Motosugi, Utaroh, Hernando, Diego, Morisaka, Hiroyuki, Enomoto, Nobuyuki, Matsuda, Masanori, Onishi, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Japanese Society for Magnetic Resonance in Medicine 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5891343/
https://www.ncbi.nlm.nih.gov/pubmed/28819085
http://dx.doi.org/10.2463/mrms.mp.2017-0047
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author Ichikawa, Shintaro
Motosugi, Utaroh
Hernando, Diego
Morisaka, Hiroyuki
Enomoto, Nobuyuki
Matsuda, Masanori
Onishi, Hiroshi
author_facet Ichikawa, Shintaro
Motosugi, Utaroh
Hernando, Diego
Morisaka, Hiroyuki
Enomoto, Nobuyuki
Matsuda, Masanori
Onishi, Hiroshi
author_sort Ichikawa, Shintaro
collection PubMed
description PURPOSE: To compare the abilities of three intravoxel incoherent motion (IVIM) imaging approximation methods to discriminate the histological grade of hepatocellular carcinomas (HCCs). METHODS: Fifty-eight patients (60 HCCs) underwent IVIM imaging with 11 b-values (0–1000 s/mm(2)). Slow (D) and fast diffusion coefficients (D(*)) and the perfusion fraction (f) were calculated for the HCCs using the mean signal intensities in regions of interest drawn by two radiologists. Three approximation methods were used. First, all three parameters were obtained simultaneously using non-linear fitting (method A). Second, D was obtained using linear fitting (b = 500 and 1000), followed by non-linear fitting for D(*) and f (method B). Third, D was obtained by linear fitting, f was obtained using the regression line intersection and signals at b = 0, and non-linear fitting was used for D(*) (method C). A receiver operating characteristic analysis was performed to reveal the abilities of these methods to distinguish poorly-differentiated from well-to-moderately-differentiated HCCs. Inter-reader agreements were assessed using intraclass correlation coefficients (ICCs). RESULTS: The measurements of D, D(*), and f in methods B and C (Az-value, 0.658–0.881) had better discrimination abilities than did those in method A (Az-value, 0.527–0.607). The ICCs of D and f were good to excellent (0.639–0.835) with all methods. The ICCs of D(*) were moderate with methods B (0.580) and C (0.463) and good with method A (0.705). CONCLUSION: The IVIM parameters may vary depending on the fitting methods, and therefore, further technical refinement may be needed.
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spelling pubmed-58913432018-04-13 Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method Ichikawa, Shintaro Motosugi, Utaroh Hernando, Diego Morisaka, Hiroyuki Enomoto, Nobuyuki Matsuda, Masanori Onishi, Hiroshi Magn Reson Med Sci Major Paper PURPOSE: To compare the abilities of three intravoxel incoherent motion (IVIM) imaging approximation methods to discriminate the histological grade of hepatocellular carcinomas (HCCs). METHODS: Fifty-eight patients (60 HCCs) underwent IVIM imaging with 11 b-values (0–1000 s/mm(2)). Slow (D) and fast diffusion coefficients (D(*)) and the perfusion fraction (f) were calculated for the HCCs using the mean signal intensities in regions of interest drawn by two radiologists. Three approximation methods were used. First, all three parameters were obtained simultaneously using non-linear fitting (method A). Second, D was obtained using linear fitting (b = 500 and 1000), followed by non-linear fitting for D(*) and f (method B). Third, D was obtained by linear fitting, f was obtained using the regression line intersection and signals at b = 0, and non-linear fitting was used for D(*) (method C). A receiver operating characteristic analysis was performed to reveal the abilities of these methods to distinguish poorly-differentiated from well-to-moderately-differentiated HCCs. Inter-reader agreements were assessed using intraclass correlation coefficients (ICCs). RESULTS: The measurements of D, D(*), and f in methods B and C (Az-value, 0.658–0.881) had better discrimination abilities than did those in method A (Az-value, 0.527–0.607). The ICCs of D and f were good to excellent (0.639–0.835) with all methods. The ICCs of D(*) were moderate with methods B (0.580) and C (0.463) and good with method A (0.705). CONCLUSION: The IVIM parameters may vary depending on the fitting methods, and therefore, further technical refinement may be needed. Japanese Society for Magnetic Resonance in Medicine 2017-08-16 /pmc/articles/PMC5891343/ /pubmed/28819085 http://dx.doi.org/10.2463/mrms.mp.2017-0047 Text en © 2017 Japanese Society for Magnetic Resonance in Medicine This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Major Paper
Ichikawa, Shintaro
Motosugi, Utaroh
Hernando, Diego
Morisaka, Hiroyuki
Enomoto, Nobuyuki
Matsuda, Masanori
Onishi, Hiroshi
Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method
title Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method
title_full Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method
title_fullStr Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method
title_full_unstemmed Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method
title_short Histological Grading of Hepatocellular Carcinomas with Intravoxel Incoherent Motion Diffusion-weighted Imaging: Inconsistent Results Depending on the Fitting Method
title_sort histological grading of hepatocellular carcinomas with intravoxel incoherent motion diffusion-weighted imaging: inconsistent results depending on the fitting method
topic Major Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5891343/
https://www.ncbi.nlm.nih.gov/pubmed/28819085
http://dx.doi.org/10.2463/mrms.mp.2017-0047
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