Cargando…

Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery

Dynamic contrast-enhanced (DCE)-MRI metrics are evaluated against volumetric DCE-CT quantitative parameters as a standard for tracer-kinetic validation using a common 4-dimensional temporal dynamic analysis platform in tumor perfusion measurements following stereotactic radiosurgery (SRS) for brain...

Descripción completa

Detalles Bibliográficos
Autores principales: Coolens, Catherine, Driscoll, Brandon, Foltz, Warren, Pellow, Carly, Menard, Cynthia, Chung, Caroline
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037934/
https://www.ncbi.nlm.nih.gov/pubmed/30042966
http://dx.doi.org/10.18383/j.tom.2016.00178
_version_ 1783338412940460032
author Coolens, Catherine
Driscoll, Brandon
Foltz, Warren
Pellow, Carly
Menard, Cynthia
Chung, Caroline
author_facet Coolens, Catherine
Driscoll, Brandon
Foltz, Warren
Pellow, Carly
Menard, Cynthia
Chung, Caroline
author_sort Coolens, Catherine
collection PubMed
description Dynamic contrast-enhanced (DCE)-MRI metrics are evaluated against volumetric DCE-CT quantitative parameters as a standard for tracer-kinetic validation using a common 4-dimensional temporal dynamic analysis platform in tumor perfusion measurements following stereotactic radiosurgery (SRS) for brain metastases. Patients treated with SRS as part of Research Ethics Board-approved clinical trials underwent volumetric DCE-CT and DCE-MRI at baseline, then at 7 and 21 days after SRS. Temporal dynamic analysis was used to create 3-dimensional pharmacokinetic parameter maps for both modalities. Individual vascular input functions were selected for DCE-CT and a population function was used for DCE-MRI. Semiquantitative and pharmacokinetic DCE parameters were assessed using a modified Tofts model within each tumor at every time point for both modalities for characterization of perfusion and capillary permeability, as well as their dependency on precontrast relaxation times (TRs), T(10), and input function. Direct voxel-to-voxel Pearson analysis showed statistically significant correlations between CT and magnetic resonance which peaked at day 7 for K(trans) (R = 0.74, P ≤ .0001). The strongest correlation to DCE-CT measurements was found with DCE-MRI analysis using voxel-wise T(10) maps (R = 0.575, P < .001) instead of assigning a fixed T(10) value. Comparison of histogram features showed statistically significant correlations between modalities over all tumors for median K(trans) (R = 0.42, P = .01), median area under the enhancement curve (iAUC(90)) (R = 0.55, P < .01), and median iAUC(90) skewness (R = 0.34, P = .03). Statistically significant, strong correlations were found for voxel-wise K(trans), iAUC(90), and v(e) values between DCE-CT and DCE-MRI. For DCE-MRI, the implementation of voxel-wise T(10) maps plays a key role in ensuring the accuracy of heterogeneous pharmacokinetic maps.
format Online
Article
Text
id pubmed-6037934
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Grapho Publications, LLC
record_format MEDLINE/PubMed
spelling pubmed-60379342018-07-24 Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery Coolens, Catherine Driscoll, Brandon Foltz, Warren Pellow, Carly Menard, Cynthia Chung, Caroline Tomography Research Articles Dynamic contrast-enhanced (DCE)-MRI metrics are evaluated against volumetric DCE-CT quantitative parameters as a standard for tracer-kinetic validation using a common 4-dimensional temporal dynamic analysis platform in tumor perfusion measurements following stereotactic radiosurgery (SRS) for brain metastases. Patients treated with SRS as part of Research Ethics Board-approved clinical trials underwent volumetric DCE-CT and DCE-MRI at baseline, then at 7 and 21 days after SRS. Temporal dynamic analysis was used to create 3-dimensional pharmacokinetic parameter maps for both modalities. Individual vascular input functions were selected for DCE-CT and a population function was used for DCE-MRI. Semiquantitative and pharmacokinetic DCE parameters were assessed using a modified Tofts model within each tumor at every time point for both modalities for characterization of perfusion and capillary permeability, as well as their dependency on precontrast relaxation times (TRs), T(10), and input function. Direct voxel-to-voxel Pearson analysis showed statistically significant correlations between CT and magnetic resonance which peaked at day 7 for K(trans) (R = 0.74, P ≤ .0001). The strongest correlation to DCE-CT measurements was found with DCE-MRI analysis using voxel-wise T(10) maps (R = 0.575, P < .001) instead of assigning a fixed T(10) value. Comparison of histogram features showed statistically significant correlations between modalities over all tumors for median K(trans) (R = 0.42, P = .01), median area under the enhancement curve (iAUC(90)) (R = 0.55, P < .01), and median iAUC(90) skewness (R = 0.34, P = .03). Statistically significant, strong correlations were found for voxel-wise K(trans), iAUC(90), and v(e) values between DCE-CT and DCE-MRI. For DCE-MRI, the implementation of voxel-wise T(10) maps plays a key role in ensuring the accuracy of heterogeneous pharmacokinetic maps. Grapho Publications, LLC 2016-12 /pmc/articles/PMC6037934/ /pubmed/30042966 http://dx.doi.org/10.18383/j.tom.2016.00178 Text en © 2016 The Authors. Published by Grapho Publications, LLC https://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Articles
Coolens, Catherine
Driscoll, Brandon
Foltz, Warren
Pellow, Carly
Menard, Cynthia
Chung, Caroline
Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery
title Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery
title_full Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery
title_fullStr Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery
title_full_unstemmed Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery
title_short Comparison of Voxel-Wise Tumor Perfusion Changes Measured With Dynamic Contrast-Enhanced (DCE) MRI and Volumetric DCE CT in Patients With Metastatic Brain Cancer Treated with Radiosurgery
title_sort comparison of voxel-wise tumor perfusion changes measured with dynamic contrast-enhanced (dce) mri and volumetric dce ct in patients with metastatic brain cancer treated with radiosurgery
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037934/
https://www.ncbi.nlm.nih.gov/pubmed/30042966
http://dx.doi.org/10.18383/j.tom.2016.00178
work_keys_str_mv AT coolenscatherine comparisonofvoxelwisetumorperfusionchangesmeasuredwithdynamiccontrastenhanceddcemriandvolumetricdcectinpatientswithmetastaticbraincancertreatedwithradiosurgery
AT driscollbrandon comparisonofvoxelwisetumorperfusionchangesmeasuredwithdynamiccontrastenhanceddcemriandvolumetricdcectinpatientswithmetastaticbraincancertreatedwithradiosurgery
AT foltzwarren comparisonofvoxelwisetumorperfusionchangesmeasuredwithdynamiccontrastenhanceddcemriandvolumetricdcectinpatientswithmetastaticbraincancertreatedwithradiosurgery
AT pellowcarly comparisonofvoxelwisetumorperfusionchangesmeasuredwithdynamiccontrastenhanceddcemriandvolumetricdcectinpatientswithmetastaticbraincancertreatedwithradiosurgery
AT menardcynthia comparisonofvoxelwisetumorperfusionchangesmeasuredwithdynamiccontrastenhanceddcemriandvolumetricdcectinpatientswithmetastaticbraincancertreatedwithradiosurgery
AT chungcaroline comparisonofvoxelwisetumorperfusionchangesmeasuredwithdynamiccontrastenhanceddcemriandvolumetricdcectinpatientswithmetastaticbraincancertreatedwithradiosurgery