Cargando…

The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis

BACKGROUND: Imaging findings for pancreatic neuroendocrine carcinoma (PNEC) and pancreatic ductal adenocarcinoma (PDAC) often overlap. The aim of this study was to demonstrate the value of computed tomography (CT) imaging features and texture analysis to differentiate PNEC from PDAC. METHODS: Twenty...

Descripción completa

Detalles Bibliográficos
Autores principales: Guo, Chuangen, Zhuge, Xiaoling, Wang, Qidong, Xiao, Wenbo, Wang, Zhonglan, Wang, Zhongqiu, Feng, Zhan, Chen, Xiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192319/
https://www.ncbi.nlm.nih.gov/pubmed/30333055
http://dx.doi.org/10.1186/s40644-018-0170-8
_version_ 1783363886386249728
author Guo, Chuangen
Zhuge, Xiaoling
Wang, Qidong
Xiao, Wenbo
Wang, Zhonglan
Wang, Zhongqiu
Feng, Zhan
Chen, Xiao
author_facet Guo, Chuangen
Zhuge, Xiaoling
Wang, Qidong
Xiao, Wenbo
Wang, Zhonglan
Wang, Zhongqiu
Feng, Zhan
Chen, Xiao
author_sort Guo, Chuangen
collection PubMed
description BACKGROUND: Imaging findings for pancreatic neuroendocrine carcinoma (PNEC) and pancreatic ductal adenocarcinoma (PDAC) often overlap. The aim of this study was to demonstrate the value of computed tomography (CT) imaging features and texture analysis to differentiate PNEC from PDAC. METHODS: Twenty-eight patients with pathologically-proved PDAC and 14 patients with PNEC were included in this study. CT imaging findings, including tumor boundary, size, enhancement degree, duct dilatation and parenchymal atrophy were used to compare PDAC and PNEC. CT texture features were extracted from CT images at the arterial and portal phases. RESULTS: More PNEC than PDAC had well-defined margins (57.1% vs 25.0%, p = 0.04). Parenchymal atrophy was more common in PDAC than in PNEC (67.9% vs 28.1%, p = 0.02). CT attenuation values (HU) and contrast ratios of PNEC inthe arterial and portal phases were higher than those of PDAC (p < 0.05 or 0.01). Entropy was lower and uniformity was higher in PNEC compare to PDAC at the arterial phase (p < 0.05). Contrast ratio showed the highest area under curve (AUC) for differentiating PNEC from PDAC (AUC = 0.98–0.99). Entropy and uniformity also showed an acceptable AUC (0.71–0.72). CONCLUSIONS: Our data indicate that CT imaging features, including tumor margin, enhanced degree and parenchymal atrophy, as well as texture parameters can aid in the differentiation of PNEC from PDAC.
format Online
Article
Text
id pubmed-6192319
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-61923192018-10-22 The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis Guo, Chuangen Zhuge, Xiaoling Wang, Qidong Xiao, Wenbo Wang, Zhonglan Wang, Zhongqiu Feng, Zhan Chen, Xiao Cancer Imaging Research Article BACKGROUND: Imaging findings for pancreatic neuroendocrine carcinoma (PNEC) and pancreatic ductal adenocarcinoma (PDAC) often overlap. The aim of this study was to demonstrate the value of computed tomography (CT) imaging features and texture analysis to differentiate PNEC from PDAC. METHODS: Twenty-eight patients with pathologically-proved PDAC and 14 patients with PNEC were included in this study. CT imaging findings, including tumor boundary, size, enhancement degree, duct dilatation and parenchymal atrophy were used to compare PDAC and PNEC. CT texture features were extracted from CT images at the arterial and portal phases. RESULTS: More PNEC than PDAC had well-defined margins (57.1% vs 25.0%, p = 0.04). Parenchymal atrophy was more common in PDAC than in PNEC (67.9% vs 28.1%, p = 0.02). CT attenuation values (HU) and contrast ratios of PNEC inthe arterial and portal phases were higher than those of PDAC (p < 0.05 or 0.01). Entropy was lower and uniformity was higher in PNEC compare to PDAC at the arterial phase (p < 0.05). Contrast ratio showed the highest area under curve (AUC) for differentiating PNEC from PDAC (AUC = 0.98–0.99). Entropy and uniformity also showed an acceptable AUC (0.71–0.72). CONCLUSIONS: Our data indicate that CT imaging features, including tumor margin, enhanced degree and parenchymal atrophy, as well as texture parameters can aid in the differentiation of PNEC from PDAC. BioMed Central 2018-10-17 /pmc/articles/PMC6192319/ /pubmed/30333055 http://dx.doi.org/10.1186/s40644-018-0170-8 Text en © The Author(s). 2018 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
Guo, Chuangen
Zhuge, Xiaoling
Wang, Qidong
Xiao, Wenbo
Wang, Zhonglan
Wang, Zhongqiu
Feng, Zhan
Chen, Xiao
The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis
title The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis
title_full The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis
title_fullStr The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis
title_full_unstemmed The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis
title_short The differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of CT imaging features and texture analysis
title_sort differentiation of pancreatic neuroendocrine carcinoma from pancreatic ductal adenocarcinoma: the values of ct imaging features and texture analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192319/
https://www.ncbi.nlm.nih.gov/pubmed/30333055
http://dx.doi.org/10.1186/s40644-018-0170-8
work_keys_str_mv AT guochuangen thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT zhugexiaoling thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT wangqidong thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT xiaowenbo thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT wangzhonglan thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT wangzhongqiu thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT fengzhan thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT chenxiao thedifferentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT guochuangen differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT zhugexiaoling differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT wangqidong differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT xiaowenbo differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT wangzhonglan differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT wangzhongqiu differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT fengzhan differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis
AT chenxiao differentiationofpancreaticneuroendocrinecarcinomafrompancreaticductaladenocarcinomathevaluesofctimagingfeaturesandtextureanalysis