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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...

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Autores principales: Yan, Zhumin, Zhang, Jingqiao, Long, Hai, Sun, Xueming, Li, Dingjie, Tang, Tian, Li, X. Allen, Hui, Wu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
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.
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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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