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Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study
PURPOSE: To analyze the change of CT texture features of esophageal squamous cell carcinoma (ESC) during RT delivery and to correlate these changes with the RT responses and survival. METHODS: A total of 61 ESC patients received radical RT were screened. Weekly CTs (4–6 sets for each patient) were a...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6762073/ https://www.ncbi.nlm.nih.gov/pubmed/31557242 http://dx.doi.org/10.1371/journal.pone.0223140 |
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author | Yan, Zhumin Zhang, Jingqiao Long, Hai Sun, Xueming Li, Dingjie Tang, Tian Li, X. Allen Hui, Wu |
author_facet | Yan, Zhumin Zhang, Jingqiao Long, Hai Sun, Xueming Li, Dingjie Tang, Tian Li, X. Allen Hui, Wu |
author_sort | Yan, Zhumin |
collection | PubMed |
description | PURPOSE: To analyze the change of CT texture features of esophageal squamous cell carcinoma (ESC) during RT delivery and to correlate these changes with the RT responses and survival. METHODS: A total of 61 ESC patients received radical RT were screened. Weekly CTs (4–6 sets for each patient) were acquired during RT. The tumors, normal esophageal mucosa tissue (NEC) of 5 cm and the spinal cord in the relevant area were delineated. CT texture features were extracted with a home-made tool. The changes of these features were analyzed by t-test. The correlations of the changes of features with RT responses and with patient survival were investigated by Pearson analysis. RESULTS: The average changes were increased by 0.00072 ±0.00197 for coarseness, by 0.14 ±0.40 for entropy, and by 2.34 ±3.56 for strength. In addition, the average changes were reduced by 8.88 ±15.71cc for volume and by 0.07 ±0.11 for busyness. The changes of the coarseness, strength, STD and entropy in ESC were different for the good and poor response groups. The survival rate of the patients was significantly correlated with the change of coarseness and strength (P = 0.0027 and P = 0.0001). CONCLUSIONS: During RT, changes of CT texture features of ESC, e.g., coarseness, strength, STD, entropy and volume are correlated with radiation response and survival rate. With more clinical data and robust research, CT features, e.g., coarseness and strength, can be selected as outstanding imaging biomarkers for prediction of RT prognosis of ESC. |
format | Online Article Text |
id | pubmed-6762073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-67620732019-10-13 Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study Yan, Zhumin Zhang, Jingqiao Long, Hai Sun, Xueming Li, Dingjie Tang, Tian Li, X. Allen Hui, Wu PLoS One Research Article PURPOSE: To analyze the change of CT texture features of esophageal squamous cell carcinoma (ESC) during RT delivery and to correlate these changes with the RT responses and survival. METHODS: A total of 61 ESC patients received radical RT were screened. Weekly CTs (4–6 sets for each patient) were acquired during RT. The tumors, normal esophageal mucosa tissue (NEC) of 5 cm and the spinal cord in the relevant area were delineated. CT texture features were extracted with a home-made tool. The changes of these features were analyzed by t-test. The correlations of the changes of features with RT responses and with patient survival were investigated by Pearson analysis. RESULTS: The average changes were increased by 0.00072 ±0.00197 for coarseness, by 0.14 ±0.40 for entropy, and by 2.34 ±3.56 for strength. In addition, the average changes were reduced by 8.88 ±15.71cc for volume and by 0.07 ±0.11 for busyness. The changes of the coarseness, strength, STD and entropy in ESC were different for the good and poor response groups. The survival rate of the patients was significantly correlated with the change of coarseness and strength (P = 0.0027 and P = 0.0001). CONCLUSIONS: During RT, changes of CT texture features of ESC, e.g., coarseness, strength, STD, entropy and volume are correlated with radiation response and survival rate. With more clinical data and robust research, CT features, e.g., coarseness and strength, can be selected as outstanding imaging biomarkers for prediction of RT prognosis of ESC. Public Library of Science 2019-09-26 /pmc/articles/PMC6762073/ /pubmed/31557242 http://dx.doi.org/10.1371/journal.pone.0223140 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Yan, Zhumin Zhang, Jingqiao Long, Hai Sun, Xueming Li, Dingjie Tang, Tian Li, X. Allen Hui, Wu Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study |
title | Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study |
title_full | Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study |
title_fullStr | Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study |
title_full_unstemmed | Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study |
title_short | Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study |
title_sort | correlation of ct texture changes with treatment response during radiation therapy for esophageal cancer: an exploratory study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6762073/ https://www.ncbi.nlm.nih.gov/pubmed/31557242 http://dx.doi.org/10.1371/journal.pone.0223140 |
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