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Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma
BACKGROUND: Concurrent chemoradiotherapy (CCRT) is the main treatment for esophageal cancer, but the response to treatment varies from individual to individual. MR imaging methods, such as diffusion-weighted (DW) MRI and the use of dynamic contrast-enhanced (DCE) MRI, have the potential to provide a...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7315287/ https://www.ncbi.nlm.nih.gov/pubmed/32626736 http://dx.doi.org/10.1155/2020/2576563 |
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author | Liu, Changmin Sun, Roger Wang, Jing Ning, Fangling Wang, Zhenbo Luo, Judong Chen, Shaoshui Yuan, Shuanghu |
author_facet | Liu, Changmin Sun, Roger Wang, Jing Ning, Fangling Wang, Zhenbo Luo, Judong Chen, Shaoshui Yuan, Shuanghu |
author_sort | Liu, Changmin |
collection | PubMed |
description | BACKGROUND: Concurrent chemoradiotherapy (CCRT) is the main treatment for esophageal cancer, but the response to treatment varies from individual to individual. MR imaging methods, such as diffusion-weighted (DW) MRI and the use of dynamic contrast-enhanced (DCE) MRI, have the potential to provide additional biomarkers that could evaluate the effect of CCRT in patients with esophageal carcinoma. MATERIALS AND METHODS: Fifty-six patients with esophageal carcinoma, verified by histopathology, underwent MRI examination before and at midtreatment (4(th) week, radiotherapy 30–40 Gy) using the Siemens 3.0 T MR System. Parameter maps of apparent diffusion coefficient (ADC), and DCE maps of volume transfer constant (K(rans)), rate contrast (k(ep)), and extracellular fluid space (v(e)), were computed using a Siemens Company Multimodality Workplace (MMWP) model. Comparison of histogram parameters and their diagnostic performance was determined using the Mann–Whitney U test and receiver operating characteristic (ROC) analysis. RESULTS: 56 patient MRI scans were available for analysis at baseline and at the third week, respectively. Pretreatment K(rans), pretreatment k(ep), pretreatment ADC (P < 0.05), and during-treatment K(rans) (P < 0.05) and ΔK(rans) and ΔADC (P < 0.05) were significantly different after CCRT. Based on the binary logistic model, the ROC analysis demonstrated that the combined predictors demonstrated a high diagnostic performance with an AUC of 0.939. The sensitivity and specificity were 98.6% and 73.8%, respectively. CONCLUSION: The combination of DCE and DWI can be used as an early biomarker in the prediction of the effect of CCRT three weeks after treatment in esophageal carcinoma. |
format | Online Article Text |
id | pubmed-7315287 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-73152872020-07-03 Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma Liu, Changmin Sun, Roger Wang, Jing Ning, Fangling Wang, Zhenbo Luo, Judong Chen, Shaoshui Yuan, Shuanghu Biomed Res Int Research Article BACKGROUND: Concurrent chemoradiotherapy (CCRT) is the main treatment for esophageal cancer, but the response to treatment varies from individual to individual. MR imaging methods, such as diffusion-weighted (DW) MRI and the use of dynamic contrast-enhanced (DCE) MRI, have the potential to provide additional biomarkers that could evaluate the effect of CCRT in patients with esophageal carcinoma. MATERIALS AND METHODS: Fifty-six patients with esophageal carcinoma, verified by histopathology, underwent MRI examination before and at midtreatment (4(th) week, radiotherapy 30–40 Gy) using the Siemens 3.0 T MR System. Parameter maps of apparent diffusion coefficient (ADC), and DCE maps of volume transfer constant (K(rans)), rate contrast (k(ep)), and extracellular fluid space (v(e)), were computed using a Siemens Company Multimodality Workplace (MMWP) model. Comparison of histogram parameters and their diagnostic performance was determined using the Mann–Whitney U test and receiver operating characteristic (ROC) analysis. RESULTS: 56 patient MRI scans were available for analysis at baseline and at the third week, respectively. Pretreatment K(rans), pretreatment k(ep), pretreatment ADC (P < 0.05), and during-treatment K(rans) (P < 0.05) and ΔK(rans) and ΔADC (P < 0.05) were significantly different after CCRT. Based on the binary logistic model, the ROC analysis demonstrated that the combined predictors demonstrated a high diagnostic performance with an AUC of 0.939. The sensitivity and specificity were 98.6% and 73.8%, respectively. CONCLUSION: The combination of DCE and DWI can be used as an early biomarker in the prediction of the effect of CCRT three weeks after treatment in esophageal carcinoma. Hindawi 2020-06-16 /pmc/articles/PMC7315287/ /pubmed/32626736 http://dx.doi.org/10.1155/2020/2576563 Text en Copyright © 2020 Changmin Liu et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Liu, Changmin Sun, Roger Wang, Jing Ning, Fangling Wang, Zhenbo Luo, Judong Chen, Shaoshui Yuan, Shuanghu Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma |
title | Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma |
title_full | Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma |
title_fullStr | Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma |
title_full_unstemmed | Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma |
title_short | Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma |
title_sort | combination of dce-mri and dwi in predicting the treatment effect of concurrent chemoradiotherapy in esophageal carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7315287/ https://www.ncbi.nlm.nih.gov/pubmed/32626736 http://dx.doi.org/10.1155/2020/2576563 |
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