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Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings
We aimed to assess longitudinal changes in quantitative imaging metric values obtained from diffusion-weighted (DW-) and dynamic contrast-enhanced magnetic resonance imaging (DCE)-MRI at pre-treatment (TX[0]), immediately after the first fraction of stereotactic body radiotherapy (D1-TX[1]), and 6 w...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Grapho Publications, LLC
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7289241/ https://www.ncbi.nlm.nih.gov/pubmed/32548304 http://dx.doi.org/10.18383/j.tom.2020.00015 |
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author | Kinh Do, Richard Reyngold, Marsha Paudyal, Ramesh Oh, Jung Hun Konar, Amaresha Shridhar LoCastro, Eve Goodman, Karyn A. Shukla-Dave, Amita |
author_facet | Kinh Do, Richard Reyngold, Marsha Paudyal, Ramesh Oh, Jung Hun Konar, Amaresha Shridhar LoCastro, Eve Goodman, Karyn A. Shukla-Dave, Amita |
author_sort | Kinh Do, Richard |
collection | PubMed |
description | We aimed to assess longitudinal changes in quantitative imaging metric values obtained from diffusion-weighted (DW-) and dynamic contrast-enhanced magnetic resonance imaging (DCE)-MRI at pre-treatment (TX[0]), immediately after the first fraction of stereotactic body radiotherapy (D1-TX[1]), and 6 weeks post-TX (Post-TX[2]) in patients with pancreatic ductal adenocarcinoma. Ten enrolled patients (n = 10) underwent DW- and DCE-MRI examinations on a 3.0 T scanner. The apparent diffusion coefficient, ADC (mm(2)/s), was derived from DW imaging data using a monoexponential model. The tissue relaxation rate, R(1t), time-course data were fitted with a shutter-speed model, which provides estimates of the volume transfer constant, K(trans) (min(−1)), extravascular extracellular volume fraction, v(e), and mean lifetime of intracellular water protons, τ(i) (seconds). Wilcoxon rank-sum test compared the mean values, standard deviation, skewness, kurtosis, and relative percentage (r, %) changes (Δ) in ADC, K(trans), v(e), and τ(i) values between the magnetic resonance examinations. rADC(Δ2–0) values were significantly greater than rADC(Δ1-0) values (P = .009). rK(trans)(Δ2–0) values were significantly lower than rK(trans) (Δ1-0) values (P = .048). rv(e)(Δ2-1) and rv(eΔ2-0) values were significantly different (P = .016). rτ(i)(Δ2-1) values were significantly lower than rτ(i)(Δ2-0) values (P = .008). For group comparison, the pre-TX mean and kurtosis of ADC (P = .18 and P = .14), skewness and kurtosis of K(trans) values (P = .14 for both) showed a leaning toward significant difference between patients who experienced local control (n = 2) and failed early (n = 4). DW- and DCE-MRI-derived quantitative metrics could be useful biomarkers to evaluate longitudinal changes to stereotactic body radiotherapy in patients with pancreatic ductal adenocarcinoma. |
format | Online Article Text |
id | pubmed-7289241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Grapho Publications, LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-72892412020-06-15 Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings Kinh Do, Richard Reyngold, Marsha Paudyal, Ramesh Oh, Jung Hun Konar, Amaresha Shridhar LoCastro, Eve Goodman, Karyn A. Shukla-Dave, Amita Tomography Research Articles We aimed to assess longitudinal changes in quantitative imaging metric values obtained from diffusion-weighted (DW-) and dynamic contrast-enhanced magnetic resonance imaging (DCE)-MRI at pre-treatment (TX[0]), immediately after the first fraction of stereotactic body radiotherapy (D1-TX[1]), and 6 weeks post-TX (Post-TX[2]) in patients with pancreatic ductal adenocarcinoma. Ten enrolled patients (n = 10) underwent DW- and DCE-MRI examinations on a 3.0 T scanner. The apparent diffusion coefficient, ADC (mm(2)/s), was derived from DW imaging data using a monoexponential model. The tissue relaxation rate, R(1t), time-course data were fitted with a shutter-speed model, which provides estimates of the volume transfer constant, K(trans) (min(−1)), extravascular extracellular volume fraction, v(e), and mean lifetime of intracellular water protons, τ(i) (seconds). Wilcoxon rank-sum test compared the mean values, standard deviation, skewness, kurtosis, and relative percentage (r, %) changes (Δ) in ADC, K(trans), v(e), and τ(i) values between the magnetic resonance examinations. rADC(Δ2–0) values were significantly greater than rADC(Δ1-0) values (P = .009). rK(trans)(Δ2–0) values were significantly lower than rK(trans) (Δ1-0) values (P = .048). rv(e)(Δ2-1) and rv(eΔ2-0) values were significantly different (P = .016). rτ(i)(Δ2-1) values were significantly lower than rτ(i)(Δ2-0) values (P = .008). For group comparison, the pre-TX mean and kurtosis of ADC (P = .18 and P = .14), skewness and kurtosis of K(trans) values (P = .14 for both) showed a leaning toward significant difference between patients who experienced local control (n = 2) and failed early (n = 4). DW- and DCE-MRI-derived quantitative metrics could be useful biomarkers to evaluate longitudinal changes to stereotactic body radiotherapy in patients with pancreatic ductal adenocarcinoma. Grapho Publications, LLC 2020-06 /pmc/articles/PMC7289241/ /pubmed/32548304 http://dx.doi.org/10.18383/j.tom.2020.00015 Text en © 2020 The Authors. Published by Grapho Publications, LLC http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Articles Kinh Do, Richard Reyngold, Marsha Paudyal, Ramesh Oh, Jung Hun Konar, Amaresha Shridhar LoCastro, Eve Goodman, Karyn A. Shukla-Dave, Amita Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings |
title | Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings |
title_full | Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings |
title_fullStr | Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings |
title_full_unstemmed | Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings |
title_short | Diffusion-Weighted and Dynamic Contrast-Enhanced MRI Derived Imaging Metrics for Stereotactic Body Radiotherapy of Pancreatic Ductal Adenocarcinoma: Preliminary Findings |
title_sort | diffusion-weighted and dynamic contrast-enhanced mri derived imaging metrics for stereotactic body radiotherapy of pancreatic ductal adenocarcinoma: preliminary findings |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7289241/ https://www.ncbi.nlm.nih.gov/pubmed/32548304 http://dx.doi.org/10.18383/j.tom.2020.00015 |
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