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CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas
Introduction: Texture analysis is an emergent imaging technique to quantify heterogeneity in radiological images. It is still unclear whether this technique is capable to reflect tumor microstructure. The present study sought to correlate histopathology parameters with texture features derived from...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6546809/ https://www.ncbi.nlm.nih.gov/pubmed/31192138 http://dx.doi.org/10.3389/fonc.2019.00444 |
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author | Meyer, Hans-Jonas Hamerla, Gordian Höhn, Anne Kathrin Surov, Alexey |
author_facet | Meyer, Hans-Jonas Hamerla, Gordian Höhn, Anne Kathrin Surov, Alexey |
author_sort | Meyer, Hans-Jonas |
collection | PubMed |
description | Introduction: Texture analysis is an emergent imaging technique to quantify heterogeneity in radiological images. It is still unclear whether this technique is capable to reflect tumor microstructure. The present study sought to correlate histopathology parameters with texture features derived from contrast-enhanced CT images in head and neck squamous cell carcinomas (HNSCC). Materials and Methods: Twenty-eight patients with histopathological proven HNSCC were retrospectively analyzed. In every case EGFR, VEGF, Hif1-alpha, Ki67, p53 expression derived from immunhistochemical specimen were semiautomatically calculated. Furthermore, mean cell count was estimated. Texture analysis was performed on contrast-enhanced CT images as a whole lesion measurement. Spearman's correlation analysis was performed, adjusted with Benjamini-Hochberg correction for multiple tests. Results: Several texture features correlated with histopathological parameters. After correction only CT texture joint entropy and CT entropy correlation with Hif1-alpha expression remained statistically significant (ρ = −0.60 and ρ = −0.50, respectively). Conclusions: CT texture joint entropy and CT entropy were associated with Hif1-alpha expression in HNSCC and might be able to reflect hypoxic areas in this entity. |
format | Online Article Text |
id | pubmed-6546809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65468092019-06-12 CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas Meyer, Hans-Jonas Hamerla, Gordian Höhn, Anne Kathrin Surov, Alexey Front Oncol Oncology Introduction: Texture analysis is an emergent imaging technique to quantify heterogeneity in radiological images. It is still unclear whether this technique is capable to reflect tumor microstructure. The present study sought to correlate histopathology parameters with texture features derived from contrast-enhanced CT images in head and neck squamous cell carcinomas (HNSCC). Materials and Methods: Twenty-eight patients with histopathological proven HNSCC were retrospectively analyzed. In every case EGFR, VEGF, Hif1-alpha, Ki67, p53 expression derived from immunhistochemical specimen were semiautomatically calculated. Furthermore, mean cell count was estimated. Texture analysis was performed on contrast-enhanced CT images as a whole lesion measurement. Spearman's correlation analysis was performed, adjusted with Benjamini-Hochberg correction for multiple tests. Results: Several texture features correlated with histopathological parameters. After correction only CT texture joint entropy and CT entropy correlation with Hif1-alpha expression remained statistically significant (ρ = −0.60 and ρ = −0.50, respectively). Conclusions: CT texture joint entropy and CT entropy were associated with Hif1-alpha expression in HNSCC and might be able to reflect hypoxic areas in this entity. Frontiers Media S.A. 2019-05-28 /pmc/articles/PMC6546809/ /pubmed/31192138 http://dx.doi.org/10.3389/fonc.2019.00444 Text en Copyright © 2019 Meyer, Hamerla, Höhn and Surov. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Meyer, Hans-Jonas Hamerla, Gordian Höhn, Anne Kathrin Surov, Alexey CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas |
title | CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas |
title_full | CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas |
title_fullStr | CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas |
title_full_unstemmed | CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas |
title_short | CT Texture Analysis—Correlations With Histopathology Parameters in Head and Neck Squamous Cell Carcinomas |
title_sort | ct texture analysis—correlations with histopathology parameters in head and neck squamous cell carcinomas |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6546809/ https://www.ncbi.nlm.nih.gov/pubmed/31192138 http://dx.doi.org/10.3389/fonc.2019.00444 |
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