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Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade
PURPOSE: To assess the correlation between DWI diffusion parameters obtained using Intravoxel Incoherent Motion Method (IVIM) and histological grade of Hepatocellular carcinoma (HCC). RESULTS: According to Edmondson-Steiner grade lesions were classified with grade 1 (14), grade 2 (30), grade 3 (18),...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5346719/ https://www.ncbi.nlm.nih.gov/pubmed/27764817 http://dx.doi.org/10.18632/oncotarget.12689 |
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author | Granata, Vincenza Fusco, Roberta Catalano, Orlando Guarino, Benedetta Granata, Francesco Tatangelo, Fabiana Avallone, Antonio Piccirillo, Mauro Palaia, Raffaele Izzo, Francesco Petrillo, Antonella |
author_facet | Granata, Vincenza Fusco, Roberta Catalano, Orlando Guarino, Benedetta Granata, Francesco Tatangelo, Fabiana Avallone, Antonio Piccirillo, Mauro Palaia, Raffaele Izzo, Francesco Petrillo, Antonella |
author_sort | Granata, Vincenza |
collection | PubMed |
description | PURPOSE: To assess the correlation between DWI diffusion parameters obtained using Intravoxel Incoherent Motion Method (IVIM) and histological grade of Hepatocellular carcinoma (HCC). RESULTS: According to Edmondson-Steiner grade lesions were classified with grade 1 (14), grade 2 (30), grade 3 (18), and grade 4 (0). Apparent Diffusion Coefficient (ADC), perfusion fraction (fp), tissue diffusion coefficient (Dt) median values were statistically different in HCC groups with 1, 2, 3 histological grade (p<0.001). A significant correlation was reported between ADC, fp, Dt and histologic grade respectively of 0.687, 0.737 and 0.674. Receiver operating characteristic (ROC) analysis demonstrated that an ADC of 2.11×10-3 mm2/sec, an fp of 47.33% and an Dt of 0.94×10-3 mm(2)/sec were the optimal cutoff values to differentiate high histological grade (3) versus low histological grade (1-2), with a sensitivity and specificity for ADC of 100% and 100%, for fp of 100% and 89%, for Dt of 100% and 74%, respectively. MATERIAL AND METHODS: A retrospective approved study was performed including 34 patients with 62 HCCs. IVIM was performed to obtain ADC, fp, pseudo-diffusion coefficient (Dp), Dt coefficients. Kruskal Wallis, Spearman Correlation Coefficient, ROC analysis were performed. CONCLUSIONS: ADC and IVIM-derived fp showed significantly better diagnostic performance in differentiating high-grade from low-grade HCC, and significant correlation was observed between ADC, fp, Dt and histological grade. |
format | Online Article Text |
id | pubmed-5346719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53467192017-03-30 Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade Granata, Vincenza Fusco, Roberta Catalano, Orlando Guarino, Benedetta Granata, Francesco Tatangelo, Fabiana Avallone, Antonio Piccirillo, Mauro Palaia, Raffaele Izzo, Francesco Petrillo, Antonella Oncotarget Research Paper PURPOSE: To assess the correlation between DWI diffusion parameters obtained using Intravoxel Incoherent Motion Method (IVIM) and histological grade of Hepatocellular carcinoma (HCC). RESULTS: According to Edmondson-Steiner grade lesions were classified with grade 1 (14), grade 2 (30), grade 3 (18), and grade 4 (0). Apparent Diffusion Coefficient (ADC), perfusion fraction (fp), tissue diffusion coefficient (Dt) median values were statistically different in HCC groups with 1, 2, 3 histological grade (p<0.001). A significant correlation was reported between ADC, fp, Dt and histologic grade respectively of 0.687, 0.737 and 0.674. Receiver operating characteristic (ROC) analysis demonstrated that an ADC of 2.11×10-3 mm2/sec, an fp of 47.33% and an Dt of 0.94×10-3 mm(2)/sec were the optimal cutoff values to differentiate high histological grade (3) versus low histological grade (1-2), with a sensitivity and specificity for ADC of 100% and 100%, for fp of 100% and 89%, for Dt of 100% and 74%, respectively. MATERIAL AND METHODS: A retrospective approved study was performed including 34 patients with 62 HCCs. IVIM was performed to obtain ADC, fp, pseudo-diffusion coefficient (Dp), Dt coefficients. Kruskal Wallis, Spearman Correlation Coefficient, ROC analysis were performed. CONCLUSIONS: ADC and IVIM-derived fp showed significantly better diagnostic performance in differentiating high-grade from low-grade HCC, and significant correlation was observed between ADC, fp, Dt and histological grade. Impact Journals LLC 2016-10-15 /pmc/articles/PMC5346719/ /pubmed/27764817 http://dx.doi.org/10.18632/oncotarget.12689 Text en Copyright: © 2016 Granata et al. http://creativecommons.org/licenses/by/3.0/ 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 credited. |
spellingShingle | Research Paper Granata, Vincenza Fusco, Roberta Catalano, Orlando Guarino, Benedetta Granata, Francesco Tatangelo, Fabiana Avallone, Antonio Piccirillo, Mauro Palaia, Raffaele Izzo, Francesco Petrillo, Antonella Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade |
title | Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade |
title_full | Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade |
title_fullStr | Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade |
title_full_unstemmed | Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade |
title_short | Intravoxel incoherent motion (IVIM) in diffusion-weighted imaging (DWI) for Hepatocellular carcinoma: correlation with histologic grade |
title_sort | intravoxel incoherent motion (ivim) in diffusion-weighted imaging (dwi) for hepatocellular carcinoma: correlation with histologic grade |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5346719/ https://www.ncbi.nlm.nih.gov/pubmed/27764817 http://dx.doi.org/10.18632/oncotarget.12689 |
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