Cargando…

Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI

Functional MRI may identify critical windows of opportunity for drug delivery and distinguish between early treatment responders and non-responders. Using diffusion-weighted, dynamic contrast-enhanced, and dynamic susceptibility contrast MRI, as well as pro-angiogenic and pro-inflammatory blood mark...

Descripción completa

Detalles Bibliográficos
Autores principales: Ly, K. Ina, Vakulenko-Lagun, Bella, Emblem, Kyrre E., Ou, Yangming, Da, Xiao, Betensky, Rebecca A., Kalpathy-Cramer, Jayashree, Duda, Dan G., Jain, Rakesh K., Chi, Andrew S., Plotkin, Scott R., Batchelor, Tracy T., Sorensen, Gregory, Rosen, Bruce R., Gerstner, Elizabeth R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244161/
https://www.ncbi.nlm.nih.gov/pubmed/30459364
http://dx.doi.org/10.1038/s41598-018-34820-x
_version_ 1783372030963351552
author Ly, K. Ina
Vakulenko-Lagun, Bella
Emblem, Kyrre E.
Ou, Yangming
Da, Xiao
Betensky, Rebecca A.
Kalpathy-Cramer, Jayashree
Duda, Dan G.
Jain, Rakesh K.
Chi, Andrew S.
Plotkin, Scott R.
Batchelor, Tracy T.
Sorensen, Gregory
Rosen, Bruce R.
Gerstner, Elizabeth R.
author_facet Ly, K. Ina
Vakulenko-Lagun, Bella
Emblem, Kyrre E.
Ou, Yangming
Da, Xiao
Betensky, Rebecca A.
Kalpathy-Cramer, Jayashree
Duda, Dan G.
Jain, Rakesh K.
Chi, Andrew S.
Plotkin, Scott R.
Batchelor, Tracy T.
Sorensen, Gregory
Rosen, Bruce R.
Gerstner, Elizabeth R.
author_sort Ly, K. Ina
collection PubMed
description Functional MRI may identify critical windows of opportunity for drug delivery and distinguish between early treatment responders and non-responders. Using diffusion-weighted, dynamic contrast-enhanced, and dynamic susceptibility contrast MRI, as well as pro-angiogenic and pro-inflammatory blood markers, we prospectively studied the physiologic tumor-related changes in fourteen newly diagnosed glioblastoma patients during standard therapy. 153 MRI scans and blood collection were performed before chemoradiation (baseline), weekly during chemoradiation (week 1–6), monthly before each cycle of adjuvant temozolomide (pre-C1-C6), and after cycle 6. The apparent diffusion coefficient, volume transfer coefficient (K(trans)), and relative cerebral blood volume (rCBV) and flow (rCBF) were calculated within the tumor and edema regions and compared to baseline. Cox regression analysis was used to assess the effect of clinical variables, imaging, and blood markers on progression-free (PFS) and overall survival (OS). After controlling for additional covariates, high baseline rCBV and rCBF within the edema region were associated with worse PFS (microvessel rCBF: HR = 7.849, p = 0.044; panvessel rCBV: HR = 3.763, p = 0.032; panvessel rCBF: HR = 3.984; p = 0.049). The same applied to high week 5 and pre-C1 K(trans) within the tumor region (week 5 K(trans): HR = 1.038, p = 0.003; pre-C1 K(trans): HR = 1.029, p = 0.004). Elevated week 6 VEGF levels were associated with worse OS (HR = 1.034; p = 0.004). Our findings suggest a role for rCBV and rCBF at baseline and K(trans) and VEGF levels during treatment as markers of response. Functional imaging changes can differ substantially between tumor and edema regions, highlighting the variable biologic and vascular state of tumor microenvironment during therapy.
format Online
Article
Text
id pubmed-6244161
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-62441612018-11-27 Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI Ly, K. Ina Vakulenko-Lagun, Bella Emblem, Kyrre E. Ou, Yangming Da, Xiao Betensky, Rebecca A. Kalpathy-Cramer, Jayashree Duda, Dan G. Jain, Rakesh K. Chi, Andrew S. Plotkin, Scott R. Batchelor, Tracy T. Sorensen, Gregory Rosen, Bruce R. Gerstner, Elizabeth R. Sci Rep Article Functional MRI may identify critical windows of opportunity for drug delivery and distinguish between early treatment responders and non-responders. Using diffusion-weighted, dynamic contrast-enhanced, and dynamic susceptibility contrast MRI, as well as pro-angiogenic and pro-inflammatory blood markers, we prospectively studied the physiologic tumor-related changes in fourteen newly diagnosed glioblastoma patients during standard therapy. 153 MRI scans and blood collection were performed before chemoradiation (baseline), weekly during chemoradiation (week 1–6), monthly before each cycle of adjuvant temozolomide (pre-C1-C6), and after cycle 6. The apparent diffusion coefficient, volume transfer coefficient (K(trans)), and relative cerebral blood volume (rCBV) and flow (rCBF) were calculated within the tumor and edema regions and compared to baseline. Cox regression analysis was used to assess the effect of clinical variables, imaging, and blood markers on progression-free (PFS) and overall survival (OS). After controlling for additional covariates, high baseline rCBV and rCBF within the edema region were associated with worse PFS (microvessel rCBF: HR = 7.849, p = 0.044; panvessel rCBV: HR = 3.763, p = 0.032; panvessel rCBF: HR = 3.984; p = 0.049). The same applied to high week 5 and pre-C1 K(trans) within the tumor region (week 5 K(trans): HR = 1.038, p = 0.003; pre-C1 K(trans): HR = 1.029, p = 0.004). Elevated week 6 VEGF levels were associated with worse OS (HR = 1.034; p = 0.004). Our findings suggest a role for rCBV and rCBF at baseline and K(trans) and VEGF levels during treatment as markers of response. Functional imaging changes can differ substantially between tumor and edema regions, highlighting the variable biologic and vascular state of tumor microenvironment during therapy. Nature Publishing Group UK 2018-11-20 /pmc/articles/PMC6244161/ /pubmed/30459364 http://dx.doi.org/10.1038/s41598-018-34820-x Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Ly, K. Ina
Vakulenko-Lagun, Bella
Emblem, Kyrre E.
Ou, Yangming
Da, Xiao
Betensky, Rebecca A.
Kalpathy-Cramer, Jayashree
Duda, Dan G.
Jain, Rakesh K.
Chi, Andrew S.
Plotkin, Scott R.
Batchelor, Tracy T.
Sorensen, Gregory
Rosen, Bruce R.
Gerstner, Elizabeth R.
Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI
title Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI
title_full Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI
title_fullStr Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI
title_full_unstemmed Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI
title_short Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI
title_sort probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional mri
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6244161/
https://www.ncbi.nlm.nih.gov/pubmed/30459364
http://dx.doi.org/10.1038/s41598-018-34820-x
work_keys_str_mv AT lykina probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT vakulenkolagunbella probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT emblemkyrree probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT ouyangming probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT daxiao probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT betenskyrebeccaa probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT kalpathycramerjayashree probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT dudadang probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT jainrakeshk probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT chiandrews probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT plotkinscottr probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT batchelortracyt probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT sorensengregory probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT rosenbrucer probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri
AT gerstnerelizabethr probingtumormicroenvironmentinpatientswithnewlydiagnosedglioblastomaduringchemoradiationandadjuvanttemozolomidewithfunctionalmri