Cargando…
The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer
BACKGROUND: To compare the value of two dynamic contrast-enhanced Magnetic Resonance Images (DCE-MRI) reconstruction approaches, namely golden-angle radial sparse parallel (GRASP) and view-sharing with golden-angle radial profile (VS-GR) reconstruction, and evaluate their values in assessing respons...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6814031/ https://www.ncbi.nlm.nih.gov/pubmed/31651280 http://dx.doi.org/10.1186/s12885-019-6247-3 |
_version_ | 1783462943395938304 |
---|---|
author | Lu, Yanan Ma, Ling Qin, Jianjun Wang, Zhaoqi Guo, Jia Zhao, Yan Zhang, Hongkai Yan, Xu Liu, Hui Li, Hailiang Kamel, Ihab R. Qu, Jinrong |
author_facet | Lu, Yanan Ma, Ling Qin, Jianjun Wang, Zhaoqi Guo, Jia Zhao, Yan Zhang, Hongkai Yan, Xu Liu, Hui Li, Hailiang Kamel, Ihab R. Qu, Jinrong |
author_sort | Lu, Yanan |
collection | PubMed |
description | BACKGROUND: To compare the value of two dynamic contrast-enhanced Magnetic Resonance Images (DCE-MRI) reconstruction approaches, namely golden-angle radial sparse parallel (GRASP) and view-sharing with golden-angle radial profile (VS-GR) reconstruction, and evaluate their values in assessing response to neoadjuvant chemotherapy (nCT) in patients with esophageal cancer (EC). METHODS: EC patients receiving nCT before surgery were enrolled prospectively. DCE-MRI scanning was performed after nCT and within 1 week before surgery. Tumor Regression Grade (TRG) was used for chemotherapy response evaluation, and patients were stratified into a responsive group (TRG1 + 2) and a non-responsive group (TRG3 + 4 + 5). Wilcoxon test was utilized for comparing GRASP and VS-GR reconstruction, Kruskal-Wallis and Mann-Whitney test was performed for each parameter to assess response, and Spearman test was performed for analyzing correlation between parameters and TRGs, as well as responder and non-responder. The receiver operating characteristic (ROC) was utilized for each significant parameter to assess its accuracy between responders and non-responders. RESULTS: Among the 64 patients included in this cohort (52 male, 12 female; average age of 59.1 ± 7.9 years), 4 patients showed TRG1, 4 patients were TRG2, 7 patients were TRG3, 11 patients were TRG4, and 38 patients were TRG5. They were stratified into 8 responders and 56 non-responders. A total of 15 parameters were calculated from each tumor. With VS-GR, 10/15 parameters significantly correlated with TRG and response groups. Of these, only AUCmax showed moderate correlation with TRG, 7 showed low correlation and 2 showed negligible correlation with TRG. 8 showed low correlation and 2 showed negligible correlation with response groups. With GRASP, 13/15 parameters significantly correlated with TRG and response groups. Of these, 10 showed low correlation and 3 showed negligible correlation with TRG. 11 showed low correlation and 2 showed negligible correlation with TRG. Seven parameters (AUC(*) > 0.70, P < 0.05) showed good performance in response groups. CONCLUSIONS: In patients with esophageal cancer on neoadjuvant chemotherapy, several parameters can differentiate responders from non-responders, using both GRASP and VS-GR techniques. GRASP may be able to better differentiate these two groups compared to VS-GR. Trial registration for this prospective study: ChiCTR, ChiCTR-DOD-14005308. Registered 2 October 2014. |
format | Online Article Text |
id | pubmed-6814031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68140312019-10-31 The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer Lu, Yanan Ma, Ling Qin, Jianjun Wang, Zhaoqi Guo, Jia Zhao, Yan Zhang, Hongkai Yan, Xu Liu, Hui Li, Hailiang Kamel, Ihab R. Qu, Jinrong BMC Cancer Research Article BACKGROUND: To compare the value of two dynamic contrast-enhanced Magnetic Resonance Images (DCE-MRI) reconstruction approaches, namely golden-angle radial sparse parallel (GRASP) and view-sharing with golden-angle radial profile (VS-GR) reconstruction, and evaluate their values in assessing response to neoadjuvant chemotherapy (nCT) in patients with esophageal cancer (EC). METHODS: EC patients receiving nCT before surgery were enrolled prospectively. DCE-MRI scanning was performed after nCT and within 1 week before surgery. Tumor Regression Grade (TRG) was used for chemotherapy response evaluation, and patients were stratified into a responsive group (TRG1 + 2) and a non-responsive group (TRG3 + 4 + 5). Wilcoxon test was utilized for comparing GRASP and VS-GR reconstruction, Kruskal-Wallis and Mann-Whitney test was performed for each parameter to assess response, and Spearman test was performed for analyzing correlation between parameters and TRGs, as well as responder and non-responder. The receiver operating characteristic (ROC) was utilized for each significant parameter to assess its accuracy between responders and non-responders. RESULTS: Among the 64 patients included in this cohort (52 male, 12 female; average age of 59.1 ± 7.9 years), 4 patients showed TRG1, 4 patients were TRG2, 7 patients were TRG3, 11 patients were TRG4, and 38 patients were TRG5. They were stratified into 8 responders and 56 non-responders. A total of 15 parameters were calculated from each tumor. With VS-GR, 10/15 parameters significantly correlated with TRG and response groups. Of these, only AUCmax showed moderate correlation with TRG, 7 showed low correlation and 2 showed negligible correlation with TRG. 8 showed low correlation and 2 showed negligible correlation with response groups. With GRASP, 13/15 parameters significantly correlated with TRG and response groups. Of these, 10 showed low correlation and 3 showed negligible correlation with TRG. 11 showed low correlation and 2 showed negligible correlation with TRG. Seven parameters (AUC(*) > 0.70, P < 0.05) showed good performance in response groups. CONCLUSIONS: In patients with esophageal cancer on neoadjuvant chemotherapy, several parameters can differentiate responders from non-responders, using both GRASP and VS-GR techniques. GRASP may be able to better differentiate these two groups compared to VS-GR. Trial registration for this prospective study: ChiCTR, ChiCTR-DOD-14005308. Registered 2 October 2014. BioMed Central 2019-10-24 /pmc/articles/PMC6814031/ /pubmed/31651280 http://dx.doi.org/10.1186/s12885-019-6247-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Lu, Yanan Ma, Ling Qin, Jianjun Wang, Zhaoqi Guo, Jia Zhao, Yan Zhang, Hongkai Yan, Xu Liu, Hui Li, Hailiang Kamel, Ihab R. Qu, Jinrong The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer |
title | The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer |
title_full | The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer |
title_fullStr | The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer |
title_full_unstemmed | The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer |
title_short | The value of GRASP on DCE-MRI for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer |
title_sort | value of grasp on dce-mri for assessing response to neoadjuvant chemotherapy in patients with esophageal cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6814031/ https://www.ncbi.nlm.nih.gov/pubmed/31651280 http://dx.doi.org/10.1186/s12885-019-6247-3 |
work_keys_str_mv | AT luyanan thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT maling thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT qinjianjun thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT wangzhaoqi thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT guojia thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT zhaoyan thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT zhanghongkai thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT yanxu thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT liuhui thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT lihailiang thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT kamelihabr thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT qujinrong thevalueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT luyanan valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT maling valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT qinjianjun valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT wangzhaoqi valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT guojia valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT zhaoyan valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT zhanghongkai valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT yanxu valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT liuhui valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT lihailiang valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT kamelihabr valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer AT qujinrong valueofgraspondcemriforassessingresponsetoneoadjuvantchemotherapyinpatientswithesophagealcancer |