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CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils
The purposes of the study were to determine whether there are differences in texture analysis parameters between tonsil cancers and normal tonsils, and to correlate texture analysis with (18)F-FDG PET/CT to investigate the relationship between texture analysis and metabolic parameters. Sixty-four pa...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357133/ https://www.ncbi.nlm.nih.gov/pubmed/34379652 http://dx.doi.org/10.1371/journal.pone.0255835 |
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author | Kim, Tae-Yoon Lee, Ji Young Lee, Young-Jun Park, Dong Woo Tae, Kyung Choi, Yun Young |
author_facet | Kim, Tae-Yoon Lee, Ji Young Lee, Young-Jun Park, Dong Woo Tae, Kyung Choi, Yun Young |
author_sort | Kim, Tae-Yoon |
collection | PubMed |
description | The purposes of the study were to determine whether there are differences in texture analysis parameters between tonsil cancers and normal tonsils, and to correlate texture analysis with (18)F-FDG PET/CT to investigate the relationship between texture analysis and metabolic parameters. Sixty-four patients with squamous cell carcinoma of the palatine tonsil were included. A ROI was drawn, including all slices, to involve the entire tumor. The contralateral normal tonsil was used for comparison with the tumors. Texture analysis parameters, mean, standard deviation (SD), entropy, mean positive pixels, skewness, and kurtosis were obtained using commercially available software. Parameters were compared between the tumor and the normal palatine tonsils. Comparisons were also performed among early tonsil cancer, advanced tonsil cancer, and normal tonsils. An ROC curve analysis was performed to assess discrimination of tumor from normal tonsils. Correlation between texture analysis and (18)F-FDG PET/CT was performed. Compared to normal tonsils, the tumors showed a significantly lower mean, higher SD, higher entropy, lower skewness, and higher kurtosis on most filters (p<0.001). On comparisons among normal tonsils, early cancers, and advanced tonsil cancers, SD and entropy showed significantly higher values on all filters (p<0.001) between early cancers and normal tonsils. The AUC from the ROC analysis was 0.91, obtained from the entropy. A mild correlation was shown between texture parameters and metabolic parameters. The texture analysis parameters, especially entropy, showed significant differences in contrast-enhanced CT results between tumor and normal tonsils, and between early tonsil cancers and normal tonsils. Texture analysis can be useful as an adjunctive tool for the diagnosis of tonsil cancers. |
format | Online Article Text |
id | pubmed-8357133 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83571332021-08-12 CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils Kim, Tae-Yoon Lee, Ji Young Lee, Young-Jun Park, Dong Woo Tae, Kyung Choi, Yun Young PLoS One Research Article The purposes of the study were to determine whether there are differences in texture analysis parameters between tonsil cancers and normal tonsils, and to correlate texture analysis with (18)F-FDG PET/CT to investigate the relationship between texture analysis and metabolic parameters. Sixty-four patients with squamous cell carcinoma of the palatine tonsil were included. A ROI was drawn, including all slices, to involve the entire tumor. The contralateral normal tonsil was used for comparison with the tumors. Texture analysis parameters, mean, standard deviation (SD), entropy, mean positive pixels, skewness, and kurtosis were obtained using commercially available software. Parameters were compared between the tumor and the normal palatine tonsils. Comparisons were also performed among early tonsil cancer, advanced tonsil cancer, and normal tonsils. An ROC curve analysis was performed to assess discrimination of tumor from normal tonsils. Correlation between texture analysis and (18)F-FDG PET/CT was performed. Compared to normal tonsils, the tumors showed a significantly lower mean, higher SD, higher entropy, lower skewness, and higher kurtosis on most filters (p<0.001). On comparisons among normal tonsils, early cancers, and advanced tonsil cancers, SD and entropy showed significantly higher values on all filters (p<0.001) between early cancers and normal tonsils. The AUC from the ROC analysis was 0.91, obtained from the entropy. A mild correlation was shown between texture parameters and metabolic parameters. The texture analysis parameters, especially entropy, showed significant differences in contrast-enhanced CT results between tumor and normal tonsils, and between early tonsil cancers and normal tonsils. Texture analysis can be useful as an adjunctive tool for the diagnosis of tonsil cancers. Public Library of Science 2021-08-11 /pmc/articles/PMC8357133/ /pubmed/34379652 http://dx.doi.org/10.1371/journal.pone.0255835 Text en © 2021 Kim et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kim, Tae-Yoon Lee, Ji Young Lee, Young-Jun Park, Dong Woo Tae, Kyung Choi, Yun Young CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils |
title | CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils |
title_full | CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils |
title_fullStr | CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils |
title_full_unstemmed | CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils |
title_short | CT texture analysis of tonsil cancer: Discrimination from normal palatine tonsils |
title_sort | ct texture analysis of tonsil cancer: discrimination from normal palatine tonsils |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357133/ https://www.ncbi.nlm.nih.gov/pubmed/34379652 http://dx.doi.org/10.1371/journal.pone.0255835 |
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