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Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival

BACKGROUND: The aim of this study was to correlate T1-weighted dynamic contrast-enhanced MRI- (DCE-MRI-) derived perfusion parameters with overall survival of recurrent high-grade glioma patients who received neural stem cell- (NSC-) mediated enzyme/prodrug gene therapy. METHODS: A total of 12 patie...

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Autores principales: Sahoo, Prativa, Frankel, Paul, Ressler, Julie, Gutova, Margarita, Annala, Alexander J., Badie, Behnam, Portnow, Jana, Aboody, Karen S., D'Apuzzo, Massimo, Rockne, Russell C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5872616/
https://www.ncbi.nlm.nih.gov/pubmed/29731779
http://dx.doi.org/10.1155/2018/5312426
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author Sahoo, Prativa
Frankel, Paul
Ressler, Julie
Gutova, Margarita
Annala, Alexander J.
Badie, Behnam
Portnow, Jana
Aboody, Karen S.
D'Apuzzo, Massimo
Rockne, Russell C.
author_facet Sahoo, Prativa
Frankel, Paul
Ressler, Julie
Gutova, Margarita
Annala, Alexander J.
Badie, Behnam
Portnow, Jana
Aboody, Karen S.
D'Apuzzo, Massimo
Rockne, Russell C.
author_sort Sahoo, Prativa
collection PubMed
description BACKGROUND: The aim of this study was to correlate T1-weighted dynamic contrast-enhanced MRI- (DCE-MRI-) derived perfusion parameters with overall survival of recurrent high-grade glioma patients who received neural stem cell- (NSC-) mediated enzyme/prodrug gene therapy. METHODS: A total of 12 patients were included in this retrospective study. All patients were enrolled in a first-in-human study (NCT01172964) of NSC-mediated therapy for recurrent high-grade glioma. DCE-MRI data from all patients were collected and analyzed at three time points: MRI#1—day 1 postsurgery/treatment, MRI#2— day 7 ± 3 posttreatment, and MRI#3—one-month follow-up. Plasma volume (V (p)), permeability (K (tr)), and leakage (λ (tr)) perfusion parameters were calculated by fitting a pharmacokinetic model to the DCE-MRI data. The contrast-enhancing (CE) volume was measured from the last dynamic phase acquired in the DCE sequence. Perfusion parameters and CE at each MRI time point were recorded along with their relative change between MRI#2 and MRI#3 (Δ(32)). Cox regression was used to analyze patient survival. RESULTS: At MRI#1 and at MRI#3, none of the parameters showed a significant correlation with overall survival (OS). However, at MRI#2, CE and λ (tr) were significantly associated with OS (p < 0.05). The relative λ (tr) and V (p) from timepoint 2 to timepoint 3 (Δ(32) λ (tr) and Δ(32) V (p)) were each associated with a higher hazard ratio (p < 0.05). All parameters were highly correlated, resulting in a multivariate model for OS including only CE at MRI#2 and Δ(32) V (p), with an R (2) of 0.89. CONCLUSION: The change in perfusion parameter values from 1 week to 1 month following NSC-mediated therapy combined with contrast-enhancing volume may be a useful biomarker to predict overall survival in patients with recurrent high-grade glioma.
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spelling pubmed-58726162018-05-06 Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival Sahoo, Prativa Frankel, Paul Ressler, Julie Gutova, Margarita Annala, Alexander J. Badie, Behnam Portnow, Jana Aboody, Karen S. D'Apuzzo, Massimo Rockne, Russell C. Stem Cells Int Research Article BACKGROUND: The aim of this study was to correlate T1-weighted dynamic contrast-enhanced MRI- (DCE-MRI-) derived perfusion parameters with overall survival of recurrent high-grade glioma patients who received neural stem cell- (NSC-) mediated enzyme/prodrug gene therapy. METHODS: A total of 12 patients were included in this retrospective study. All patients were enrolled in a first-in-human study (NCT01172964) of NSC-mediated therapy for recurrent high-grade glioma. DCE-MRI data from all patients were collected and analyzed at three time points: MRI#1—day 1 postsurgery/treatment, MRI#2— day 7 ± 3 posttreatment, and MRI#3—one-month follow-up. Plasma volume (V (p)), permeability (K (tr)), and leakage (λ (tr)) perfusion parameters were calculated by fitting a pharmacokinetic model to the DCE-MRI data. The contrast-enhancing (CE) volume was measured from the last dynamic phase acquired in the DCE sequence. Perfusion parameters and CE at each MRI time point were recorded along with their relative change between MRI#2 and MRI#3 (Δ(32)). Cox regression was used to analyze patient survival. RESULTS: At MRI#1 and at MRI#3, none of the parameters showed a significant correlation with overall survival (OS). However, at MRI#2, CE and λ (tr) were significantly associated with OS (p < 0.05). The relative λ (tr) and V (p) from timepoint 2 to timepoint 3 (Δ(32) λ (tr) and Δ(32) V (p)) were each associated with a higher hazard ratio (p < 0.05). All parameters were highly correlated, resulting in a multivariate model for OS including only CE at MRI#2 and Δ(32) V (p), with an R (2) of 0.89. CONCLUSION: The change in perfusion parameter values from 1 week to 1 month following NSC-mediated therapy combined with contrast-enhancing volume may be a useful biomarker to predict overall survival in patients with recurrent high-grade glioma. Hindawi 2018-03-14 /pmc/articles/PMC5872616/ /pubmed/29731779 http://dx.doi.org/10.1155/2018/5312426 Text en Copyright © 2018 Prativa Sahoo 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
Sahoo, Prativa
Frankel, Paul
Ressler, Julie
Gutova, Margarita
Annala, Alexander J.
Badie, Behnam
Portnow, Jana
Aboody, Karen S.
D'Apuzzo, Massimo
Rockne, Russell C.
Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival
title Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival
title_full Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival
title_fullStr Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival
title_full_unstemmed Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival
title_short Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival
title_sort early changes in tumor perfusion from t1-weighted dynamic contrast-enhanced mri following neural stem cell-mediated therapy of recurrent high-grade glioma correlate with overall survival
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5872616/
https://www.ncbi.nlm.nih.gov/pubmed/29731779
http://dx.doi.org/10.1155/2018/5312426
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