Cargando…

Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma

Previous data suggest that apparent diffusion coefficient (ADC) imaging phenotypes predict survival response to anti-VEGF monotherapy in glioblastoma. However, the mechanism by which imaging may predict clinical response is unknown. We hypothesize that decorin (DCN), a proteoglycan implicated in the...

Descripción completa

Detalles Bibliográficos
Autores principales: Patel, Kunal S., Yao, Jingwen, Raymond, Catalina, Yong, William, Everson, Richard, Liau, Linda M., Nathanson, David, Kornblum, Harley, Wang, Chencai, Oughourlian, Talia, Lai, Albert, Nghiemphu, Phioanh L., Pope, Whitney B., Cloughesy, Timothy F., Ellingson, Benjamin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481206/
https://www.ncbi.nlm.nih.gov/pubmed/32908231
http://dx.doi.org/10.1038/s41598-020-71799-w
_version_ 1783580549604966400
author Patel, Kunal S.
Yao, Jingwen
Raymond, Catalina
Yong, William
Everson, Richard
Liau, Linda M.
Nathanson, David
Kornblum, Harley
Wang, Chencai
Oughourlian, Talia
Lai, Albert
Nghiemphu, Phioanh L.
Pope, Whitney B.
Cloughesy, Timothy F.
Ellingson, Benjamin M.
author_facet Patel, Kunal S.
Yao, Jingwen
Raymond, Catalina
Yong, William
Everson, Richard
Liau, Linda M.
Nathanson, David
Kornblum, Harley
Wang, Chencai
Oughourlian, Talia
Lai, Albert
Nghiemphu, Phioanh L.
Pope, Whitney B.
Cloughesy, Timothy F.
Ellingson, Benjamin M.
author_sort Patel, Kunal S.
collection PubMed
description Previous data suggest that apparent diffusion coefficient (ADC) imaging phenotypes predict survival response to anti-VEGF monotherapy in glioblastoma. However, the mechanism by which imaging may predict clinical response is unknown. We hypothesize that decorin (DCN), a proteoglycan implicated in the modulation of the extracellular microenvironment and sequestration of pro-angiogenic signaling, may connect ADC phenotypes to survival benefit to anti-VEGF therapy. Patients undergoing resection for glioblastoma as well as patients included in The Cancer Genome Atlas (TCGA) and IVY Glioblastoma Atlas Project (IVY GAP) databases had pre-operative imaging analyzed to calculate pre-operative ADC(L) values, the average ADC in the lower distribution using a double Gaussian mixed model. ADC(L) values were correlated to available RNA expression from these databases as well as from RNA sequencing from patient derived mouse orthotopic xenograft samples. Targeted biopsies were selected based on ADC values and prospectively collected during resection. Surgical specimens were used to evaluate for DCN RNA and protein expression by ADC value. The IVY Glioblastoma Atlas Project Database was used to evaluate DCN localization and relationship with VEGF pathway via in situ hybridization maps and RNA sequencing data. In a cohort of 35 patients with pre-operative ADC imaging and surgical specimens, DCN RNA expression levels were significantly larger in high ADC(L) tumors (41.6 vs. 1.5; P = 0.0081). In a cohort of 17 patients with prospectively targeted biopsies there was a positive linear correlation between ADC(L) levels and DCN protein expression between tumors (Pearson R(2) = 0.3977; P = 0.0066) and when evaluating different targets within the same tumor (Pearson R(2) = 0.3068; P = 0.0139). In situ hybridization data localized DCN expression to areas of microvascular proliferation and immunohistochemical studies localized DCN protein expression to the tunica adventitia of blood vessels within the tumor. DCN expression positively correlated with VEGFR1 & 2 expression and localized to similar areas of tumor. Increased ADC(L) on diffusion MR imaging is associated with high DCN expression as well as increased survival with anti-VEGF therapy in glioblastoma. DCN may play an important role linking the imaging features on diffusion MR and anti-VEGF treatment efficacy. DCN may serve as a target for further investigation and modulation of anti-angiogenic therapy in GBM.
format Online
Article
Text
id pubmed-7481206
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-74812062020-09-11 Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma Patel, Kunal S. Yao, Jingwen Raymond, Catalina Yong, William Everson, Richard Liau, Linda M. Nathanson, David Kornblum, Harley Wang, Chencai Oughourlian, Talia Lai, Albert Nghiemphu, Phioanh L. Pope, Whitney B. Cloughesy, Timothy F. Ellingson, Benjamin M. Sci Rep Article Previous data suggest that apparent diffusion coefficient (ADC) imaging phenotypes predict survival response to anti-VEGF monotherapy in glioblastoma. However, the mechanism by which imaging may predict clinical response is unknown. We hypothesize that decorin (DCN), a proteoglycan implicated in the modulation of the extracellular microenvironment and sequestration of pro-angiogenic signaling, may connect ADC phenotypes to survival benefit to anti-VEGF therapy. Patients undergoing resection for glioblastoma as well as patients included in The Cancer Genome Atlas (TCGA) and IVY Glioblastoma Atlas Project (IVY GAP) databases had pre-operative imaging analyzed to calculate pre-operative ADC(L) values, the average ADC in the lower distribution using a double Gaussian mixed model. ADC(L) values were correlated to available RNA expression from these databases as well as from RNA sequencing from patient derived mouse orthotopic xenograft samples. Targeted biopsies were selected based on ADC values and prospectively collected during resection. Surgical specimens were used to evaluate for DCN RNA and protein expression by ADC value. The IVY Glioblastoma Atlas Project Database was used to evaluate DCN localization and relationship with VEGF pathway via in situ hybridization maps and RNA sequencing data. In a cohort of 35 patients with pre-operative ADC imaging and surgical specimens, DCN RNA expression levels were significantly larger in high ADC(L) tumors (41.6 vs. 1.5; P = 0.0081). In a cohort of 17 patients with prospectively targeted biopsies there was a positive linear correlation between ADC(L) levels and DCN protein expression between tumors (Pearson R(2) = 0.3977; P = 0.0066) and when evaluating different targets within the same tumor (Pearson R(2) = 0.3068; P = 0.0139). In situ hybridization data localized DCN expression to areas of microvascular proliferation and immunohistochemical studies localized DCN protein expression to the tunica adventitia of blood vessels within the tumor. DCN expression positively correlated with VEGFR1 & 2 expression and localized to similar areas of tumor. Increased ADC(L) on diffusion MR imaging is associated with high DCN expression as well as increased survival with anti-VEGF therapy in glioblastoma. DCN may play an important role linking the imaging features on diffusion MR and anti-VEGF treatment efficacy. DCN may serve as a target for further investigation and modulation of anti-angiogenic therapy in GBM. Nature Publishing Group UK 2020-09-09 /pmc/articles/PMC7481206/ /pubmed/32908231 http://dx.doi.org/10.1038/s41598-020-71799-w Text en © The Author(s) 2020 Open AccessThis 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
Patel, Kunal S.
Yao, Jingwen
Raymond, Catalina
Yong, William
Everson, Richard
Liau, Linda M.
Nathanson, David
Kornblum, Harley
Wang, Chencai
Oughourlian, Talia
Lai, Albert
Nghiemphu, Phioanh L.
Pope, Whitney B.
Cloughesy, Timothy F.
Ellingson, Benjamin M.
Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma
title Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma
title_full Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma
title_fullStr Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma
title_full_unstemmed Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma
title_short Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma
title_sort decorin expression is associated with predictive diffusion mr phenotypes of anti-vegf efficacy in glioblastoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481206/
https://www.ncbi.nlm.nih.gov/pubmed/32908231
http://dx.doi.org/10.1038/s41598-020-71799-w
work_keys_str_mv AT patelkunals decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT yaojingwen decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT raymondcatalina decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT yongwilliam decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT eversonrichard decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT liaulindam decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT nathansondavid decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT kornblumharley decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT wangchencai decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT oughourliantalia decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT laialbert decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT nghiemphuphioanhl decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT popewhitneyb decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT cloughesytimothyf decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma
AT ellingsonbenjaminm decorinexpressionisassociatedwithpredictivediffusionmrphenotypesofantivegfefficacyinglioblastoma