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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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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 |
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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 |
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