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3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade
BACKGROUND: To evaluate the usefulness of differentiation of histological grade in hepatocellular carcinoma (HCC) using three-dimensional (3D) analysis of apparent diffusion coefficient (ADC) histograms retrospectively. METHODS: The subjects consisted of 53 patients with 56 HCCs. The subjects includ...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5217316/ https://www.ncbi.nlm.nih.gov/pubmed/28057085 http://dx.doi.org/10.1186/s40644-016-0103-3 |
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author | Moriya, Tomohisa Saito, Kazuhiro Tajima, Yu Harada, Taiyo L. Araki, Yoichi Sugimoto, Katsutoshi Tokuuye, Koichi |
author_facet | Moriya, Tomohisa Saito, Kazuhiro Tajima, Yu Harada, Taiyo L. Araki, Yoichi Sugimoto, Katsutoshi Tokuuye, Koichi |
author_sort | Moriya, Tomohisa |
collection | PubMed |
description | BACKGROUND: To evaluate the usefulness of differentiation of histological grade in hepatocellular carcinoma (HCC) using three-dimensional (3D) analysis of apparent diffusion coefficient (ADC) histograms retrospectively. METHODS: The subjects consisted of 53 patients with 56 HCCs. The subjects included 12 well-differentiated, 35 moderately differentiated, and nine poorly differentiated HCCs. Diffusion-weighted imaging (b-values of 100 and 800 s/mm(2)) were obtained within 3 months before surgery. Regions of interest (ROIs) covered the entire tumor. The data acquired from each slice were summated to derive voxel-by-voxel ADCs for the entire tumor. The following parameters were derived from the ADC histogram: mean, standard deviation, minimum, maximum, mode, percentiles (5th, 10th, 25th, 50th, 75th, and 90th), skew, and kurtosis. These parameters were analyzed according to histological grade. After eliminating steatosis lesions, these parameters were re-analyzed. RESULTS: A weak correlation was observed in minimum ADC and 5th percentile for each histological grade (r = –0.340 and r = –0.268, respectively). The minimum ADCs of well, moderately, and poorly differentiated HCC were 585 ± 388, 411 ± 278, and 235 ± 102 × 10(−6) mm(2)/s, respectively. Minimum ADC showed significant differences among tumor histological grades (P = 0.009). The minimum ADC of poorly differentiated HCC and that of combined well and moderately differentiated HCC were 236 ± 102 and 437 ± 299 × 10(−6) mm(2)/s. The minimum ADC of poorly differentiated HCC was significantly lower than that of combined well and moderately differentiated HCC (P = 0.001). The sensitivity and specificity, when a minimum ADC of 400 × 10(−6) mm(2)/s or lower was considered to be poorly differentiated HCC, were 100 and 54%, respectively. After exclusion of the effect of steatosis, the sensitivity and specificity did not change, although the statistical differences became strong (P < 0.0001). CONCLUSION: Minimum ADC was most useful to differentiate poorly differentiated HCC in 3D analysis of ADC histograms. |
format | Online Article Text |
id | pubmed-5217316 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-52173162017-01-09 3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade Moriya, Tomohisa Saito, Kazuhiro Tajima, Yu Harada, Taiyo L. Araki, Yoichi Sugimoto, Katsutoshi Tokuuye, Koichi Cancer Imaging Research Article BACKGROUND: To evaluate the usefulness of differentiation of histological grade in hepatocellular carcinoma (HCC) using three-dimensional (3D) analysis of apparent diffusion coefficient (ADC) histograms retrospectively. METHODS: The subjects consisted of 53 patients with 56 HCCs. The subjects included 12 well-differentiated, 35 moderately differentiated, and nine poorly differentiated HCCs. Diffusion-weighted imaging (b-values of 100 and 800 s/mm(2)) were obtained within 3 months before surgery. Regions of interest (ROIs) covered the entire tumor. The data acquired from each slice were summated to derive voxel-by-voxel ADCs for the entire tumor. The following parameters were derived from the ADC histogram: mean, standard deviation, minimum, maximum, mode, percentiles (5th, 10th, 25th, 50th, 75th, and 90th), skew, and kurtosis. These parameters were analyzed according to histological grade. After eliminating steatosis lesions, these parameters were re-analyzed. RESULTS: A weak correlation was observed in minimum ADC and 5th percentile for each histological grade (r = –0.340 and r = –0.268, respectively). The minimum ADCs of well, moderately, and poorly differentiated HCC were 585 ± 388, 411 ± 278, and 235 ± 102 × 10(−6) mm(2)/s, respectively. Minimum ADC showed significant differences among tumor histological grades (P = 0.009). The minimum ADC of poorly differentiated HCC and that of combined well and moderately differentiated HCC were 236 ± 102 and 437 ± 299 × 10(−6) mm(2)/s. The minimum ADC of poorly differentiated HCC was significantly lower than that of combined well and moderately differentiated HCC (P = 0.001). The sensitivity and specificity, when a minimum ADC of 400 × 10(−6) mm(2)/s or lower was considered to be poorly differentiated HCC, were 100 and 54%, respectively. After exclusion of the effect of steatosis, the sensitivity and specificity did not change, although the statistical differences became strong (P < 0.0001). CONCLUSION: Minimum ADC was most useful to differentiate poorly differentiated HCC in 3D analysis of ADC histograms. BioMed Central 2017-01-05 /pmc/articles/PMC5217316/ /pubmed/28057085 http://dx.doi.org/10.1186/s40644-016-0103-3 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Moriya, Tomohisa Saito, Kazuhiro Tajima, Yu Harada, Taiyo L. Araki, Yoichi Sugimoto, Katsutoshi Tokuuye, Koichi 3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade |
title | 3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade |
title_full | 3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade |
title_fullStr | 3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade |
title_full_unstemmed | 3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade |
title_short | 3D analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade |
title_sort | 3d analysis of apparent diffusion coefficient histograms in hepatocellular carcinoma: correlation with histological grade |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5217316/ https://www.ncbi.nlm.nih.gov/pubmed/28057085 http://dx.doi.org/10.1186/s40644-016-0103-3 |
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