Cargando…

CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers

To investigate the ability of CT texture analysis to assess and predict the expression statuses of E-cadherin, Ki67, VEGFR2 and EGFR in gastric cancers, the enhanced CT images of 139 patients with gastric cancer were retrospectively reviewed. The region of interest was manually drawn along the margi...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Shunli, Shi, Hua, Ji, Changfeng, Guan, Wenxian, Chen, Ling, Sun, Yingshi, Tang, Lei, Guan, Yue, Li, Weifeng, Ge, Yun, He, Jian, Liu, Song, Zhou, Zhengyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6081398/
https://www.ncbi.nlm.nih.gov/pubmed/30087428
http://dx.doi.org/10.1038/s41598-018-30352-6
_version_ 1783345640339668992
author Liu, Shunli
Shi, Hua
Ji, Changfeng
Guan, Wenxian
Chen, Ling
Sun, Yingshi
Tang, Lei
Guan, Yue
Li, Weifeng
Ge, Yun
He, Jian
Liu, Song
Zhou, Zhengyang
author_facet Liu, Shunli
Shi, Hua
Ji, Changfeng
Guan, Wenxian
Chen, Ling
Sun, Yingshi
Tang, Lei
Guan, Yue
Li, Weifeng
Ge, Yun
He, Jian
Liu, Song
Zhou, Zhengyang
author_sort Liu, Shunli
collection PubMed
description To investigate the ability of CT texture analysis to assess and predict the expression statuses of E-cadherin, Ki67, VEGFR2 and EGFR in gastric cancers, the enhanced CT images of 139 patients with gastric cancer were retrospectively reviewed. The region of interest was manually drawn along the margin of the lesion on the largest slice in the arterial and venous phases, which yielded a series of texture parameters. Our results showed that the standard deviation, width, entropy, entropy (H), correlation and contrast from the arterial and venous phases were significantly correlated with the E-cadherin expression level in gastric cancers (all P < 0.05). The skewness from the arterial phase and the mean and autocorrelation from the venous phase were negatively correlated with the Ki67 expression level in gastric cancers (all P < 0.05). The width, entropy and contrast from the venous phase were positively correlated with the VEGFR2 expression level in gastric cancers (all P < 0.05). No significant correlation was found between the texture features and EGFR expression level. CT texture analysis, which had areas under the receiver operating characteristic curve (AUCs) ranging from 0.612 to 0.715, holds promise in predicting E-cadherin, Ki67 and VEGFR2 expression levels in gastric cancers.
format Online
Article
Text
id pubmed-6081398
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-60813982018-08-10 CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers Liu, Shunli Shi, Hua Ji, Changfeng Guan, Wenxian Chen, Ling Sun, Yingshi Tang, Lei Guan, Yue Li, Weifeng Ge, Yun He, Jian Liu, Song Zhou, Zhengyang Sci Rep Article To investigate the ability of CT texture analysis to assess and predict the expression statuses of E-cadherin, Ki67, VEGFR2 and EGFR in gastric cancers, the enhanced CT images of 139 patients with gastric cancer were retrospectively reviewed. The region of interest was manually drawn along the margin of the lesion on the largest slice in the arterial and venous phases, which yielded a series of texture parameters. Our results showed that the standard deviation, width, entropy, entropy (H), correlation and contrast from the arterial and venous phases were significantly correlated with the E-cadherin expression level in gastric cancers (all P < 0.05). The skewness from the arterial phase and the mean and autocorrelation from the venous phase were negatively correlated with the Ki67 expression level in gastric cancers (all P < 0.05). The width, entropy and contrast from the venous phase were positively correlated with the VEGFR2 expression level in gastric cancers (all P < 0.05). No significant correlation was found between the texture features and EGFR expression level. CT texture analysis, which had areas under the receiver operating characteristic curve (AUCs) ranging from 0.612 to 0.715, holds promise in predicting E-cadherin, Ki67 and VEGFR2 expression levels in gastric cancers. Nature Publishing Group UK 2018-08-07 /pmc/articles/PMC6081398/ /pubmed/30087428 http://dx.doi.org/10.1038/s41598-018-30352-6 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Liu, Shunli
Shi, Hua
Ji, Changfeng
Guan, Wenxian
Chen, Ling
Sun, Yingshi
Tang, Lei
Guan, Yue
Li, Weifeng
Ge, Yun
He, Jian
Liu, Song
Zhou, Zhengyang
CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers
title CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers
title_full CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers
title_fullStr CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers
title_full_unstemmed CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers
title_short CT textural analysis of gastric cancer: correlations with immunohistochemical biomarkers
title_sort ct textural analysis of gastric cancer: correlations with immunohistochemical biomarkers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6081398/
https://www.ncbi.nlm.nih.gov/pubmed/30087428
http://dx.doi.org/10.1038/s41598-018-30352-6
work_keys_str_mv AT liushunli cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT shihua cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT jichangfeng cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT guanwenxian cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT chenling cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT sunyingshi cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT tanglei cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT guanyue cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT liweifeng cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT geyun cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT hejian cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT liusong cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers
AT zhouzhengyang cttexturalanalysisofgastriccancercorrelationswithimmunohistochemicalbiomarkers