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Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor
The aim of this study was to investigate whether histogram analysis in diffusion-weighted (DW) magnetic resonance imaging (MRI) can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors. Sixty-four patients with histologically confirmed 53 pancreatic adenocarcinomas or 19 neuroend...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5291570/ https://www.ncbi.nlm.nih.gov/pubmed/26825900 http://dx.doi.org/10.1097/MD.0000000000002574 |
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author | Shindo, Toshikazu Fukukura, Yoshihiko Umanodan, Tomokazu Takumi, Koji Hakamada, Hiroto Nakajo, Masanori Umanodan, Aya Ideue, Junichi Kamimura, Kiyohisa Yoshiura, Takashi |
author_facet | Shindo, Toshikazu Fukukura, Yoshihiko Umanodan, Tomokazu Takumi, Koji Hakamada, Hiroto Nakajo, Masanori Umanodan, Aya Ideue, Junichi Kamimura, Kiyohisa Yoshiura, Takashi |
author_sort | Shindo, Toshikazu |
collection | PubMed |
description | The aim of this study was to investigate whether histogram analysis in diffusion-weighted (DW) magnetic resonance imaging (MRI) can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors. Sixty-four patients with histologically confirmed 53 pancreatic adenocarcinomas or 19 neuroendocrine tumors underwent DW MRI. We evaluated the pixel distribution histogram parameters (mean, skewness, kurtosis, and entropy) of the apparent diffusion coefficient (ADC) values derived from b-values of 0 and 200 (ADC(200)), 0 and 400 (ADC(400)), or 0 and 800 (ADC(800)) s/mm(2). Histogram parameters were compared between pancreatic adenocarcinomas and neuroendocrine tumors, and the diagnostic performance was evaluated by using receiver operating characteristic (ROC) analysis. The mean ADC(200) and ADC(400) were significantly higher in neuroendocrine tumors than in pancreatic adenocarcinomas (P = 0.001 and P = 0.019, respectively). Pancreatic adenocarcinomas showed significantly higher skewness and kurtosis on ADC(400) (P = 0.007 and P = 0.001, respectively) and ADC(800) (P = 0.001 and P = 0.001, respectively). With all b-value combinations, the entropy of ADC values was significantly higher in pancreatic adenocarcinomas (P < 0.001 for ADC(200); P = 0.001 for ADC(400); P < 0.001 for ADC(800)), and showed the highest area under the ROC curve for diagnosing adenocarcinomas (0.77 for ADC(200), 0.76 for ADC(400), and 0.78 for ADC(800)). ADC histogram analysis of DW MRI can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors. |
format | Online Article Text |
id | pubmed-5291570 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-52915702017-02-09 Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor Shindo, Toshikazu Fukukura, Yoshihiko Umanodan, Tomokazu Takumi, Koji Hakamada, Hiroto Nakajo, Masanori Umanodan, Aya Ideue, Junichi Kamimura, Kiyohisa Yoshiura, Takashi Medicine (Baltimore) 6800 The aim of this study was to investigate whether histogram analysis in diffusion-weighted (DW) magnetic resonance imaging (MRI) can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors. Sixty-four patients with histologically confirmed 53 pancreatic adenocarcinomas or 19 neuroendocrine tumors underwent DW MRI. We evaluated the pixel distribution histogram parameters (mean, skewness, kurtosis, and entropy) of the apparent diffusion coefficient (ADC) values derived from b-values of 0 and 200 (ADC(200)), 0 and 400 (ADC(400)), or 0 and 800 (ADC(800)) s/mm(2). Histogram parameters were compared between pancreatic adenocarcinomas and neuroendocrine tumors, and the diagnostic performance was evaluated by using receiver operating characteristic (ROC) analysis. The mean ADC(200) and ADC(400) were significantly higher in neuroendocrine tumors than in pancreatic adenocarcinomas (P = 0.001 and P = 0.019, respectively). Pancreatic adenocarcinomas showed significantly higher skewness and kurtosis on ADC(400) (P = 0.007 and P = 0.001, respectively) and ADC(800) (P = 0.001 and P = 0.001, respectively). With all b-value combinations, the entropy of ADC values was significantly higher in pancreatic adenocarcinomas (P < 0.001 for ADC(200); P = 0.001 for ADC(400); P < 0.001 for ADC(800)), and showed the highest area under the ROC curve for diagnosing adenocarcinomas (0.77 for ADC(200), 0.76 for ADC(400), and 0.78 for ADC(800)). ADC histogram analysis of DW MRI can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors. Wolters Kluwer Health 2016-01-29 /pmc/articles/PMC5291570/ /pubmed/26825900 http://dx.doi.org/10.1097/MD.0000000000002574 Text en Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved. http://creativecommons.org/licenses/by/4.0 This is an open access article distributed under the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0 |
spellingShingle | 6800 Shindo, Toshikazu Fukukura, Yoshihiko Umanodan, Tomokazu Takumi, Koji Hakamada, Hiroto Nakajo, Masanori Umanodan, Aya Ideue, Junichi Kamimura, Kiyohisa Yoshiura, Takashi Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor |
title | Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor |
title_full | Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor |
title_fullStr | Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor |
title_full_unstemmed | Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor |
title_short | Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor |
title_sort | histogram analysis of apparent diffusion coefficient in differentiating pancreatic adenocarcinoma and neuroendocrine tumor |
topic | 6800 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5291570/ https://www.ncbi.nlm.nih.gov/pubmed/26825900 http://dx.doi.org/10.1097/MD.0000000000002574 |
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