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Endothelium-Independent Primitive Myxoid Vascularization Creates Invertebrate-Like Channels to Maintain Blood Supply in Optic Gliomas

Snuderl, Matija; Zhang, Guoan; Wu, Pamela; Jennings, Tara S; Shroff, Seema; Ortenzi, Valerio; Jain, Rajan; Cohen, Benjamin; Reidy, Jason J; Dushay, Mitchell S; Wisoff, Jeffrey H; Harter, David H; Karajannis, Matthias A; Fenyo, David; Neubert, Thomas A; Zagzag, David
Optic gliomas are brain tumors characterized by slow growth, progressive loss of vision, and limited therapeutic options. Optic gliomas contain various amounts of myxoid matrix, which can represent most of the tumor mass. We sought to investigate biological function and protein structure of the myxoid matrix in optic gliomas to identify novel therapeutic targets. We reviewed histological features and clinical imaging properties, analyzed vasculature by immunohistochemistry and electron microscopy, and performed liquid chromatography-mass spectrometry on optic gliomas, which varied in the amount of myxoid matrix. We found that although subtypes of optic gliomas are indistinguishable on imaging, the microvascular network of pilomyxoid astrocytoma, a subtype of optic glioma with abundant myxoid matrix, is characterized by the presence of endothelium-free channels in the myxoid matrix. These tumors show normal perfusion by clinical imaging and lack histological evidence of hemorrhage organization or thrombosis. The myxoid matrix is composed predominantly of the proteoglycan versican and its linking protein, a vertebrate hyaluronan and proteoglycan link protein 1. We propose that pediatric optic gliomas can maintain blood supply without endothelial cells by using invertebrate-like channels, which we termed primitive myxoid vascularization. Enzymatic targeting of the proteoglycan versican/hyaluronan and proteoglycan link protein 1 rich myxoid matrix, which is in direct contact with circulating blood, can provide novel therapeutic avenues for optic gliomas of childhood.
PMCID:5530906
PMID: 28606795
ISSN: 1525-2191
CID: 2595022

BIOCHEMICAL COMPOSITION AND BIOLOGICAL FUNCTION OF MYXOID MATRIX IN OPTIC GLIOMAS [Meeting Abstract]

Snuderl, Matija; Zhang, Guoan; Wu, Pamela; Jennings, Tara; Shroff, Seema; Ortenzi, Valerio; Jain, Rajan; Cohen, Benjamin; Reidy, Jason; Dushay, Mitchell; Wisoff, Jeffrey; Harter, David; Karajannis, Matthias; Fenyo, David; Neubert, Thomas; Zagzag, David
ISI:000402766800137
ISSN: 1523-5866
CID: 2591462

Hypoxia-Mediated Mechanisms Associated with Antiangiogenic Treatment Resistance in Glioblastomas

Mahase, Sean; Rattenni, Rachel N; Wesseling, Pieter; Leenders, William; Baldotto, Clarissa; Jain, Rajan; Zagzag, David
Glioblastomas (GBMs) are malignant tumors characterized by their vascularity and invasive capabilities. Antiangiogenic therapy (AAT) is a treatment option that targets GBM-associated vasculature to mitigate the growth of GBMs. However, AAT demonstrates transient effects, because many patients eventually develop resistance to this treatment. Several recent studies attempt to explain the molecular and biochemical basis of resistance to AAT in GBM patients. Experimental investigations suggest that the induction of extensive intratumoral hypoxia plays a key role in GBM escape from AAT. In this review, we examine AAT resistance in GBMs, with an emphasis on six potential hypoxia-mediated mechanisms: enhanced invasion and migration, including increased expression of matrix metalloproteinases and activation of the c-MET tyrosine kinase pathway; shifts in cellular metabolism, including up-regulation of hypoxia inducible factor-1alpha's downstream processes and the Warburg effect; induction of autophagy; augmentation of GBM stem cell self-renewal; possible implications of GBM-endothelial cell transdifferentiation; and vasoformative responses, including vasculogenesis, alternative angiogenic pathways, and vascular mimicry. Juxtaposing recent studies on well-established resistance pathways with that of emerging mechanisms highlights the overall complexity of GBM treatment resistance while also providing direction for further investigation.
PMCID:5417003
PMID: 28284719
ISSN: 1525-2191
CID: 2489772

Melanoma brain metastases: correlation of imaging features with genomic markers and patient survival

Bordia, Ritu; Zhong, Hua; Lee, Joon; Weiss, Sarah; Han, Sung Won; Osman, Iman; Jain, Rajan
Purpose To identify MR imaging features of melanoma brain metastases (MBM) that correlate with genetic profile of melanoma and patient survival. Materials and methods Patients with newly diagnosed melanoma metastases were identified from institutional database A retrospective review of brain MRI was performed focusing on lesion number, size, T1-, T2- and diffusion-weighted signal characteristics, hemorrhage, necrosis, enhancement pattern and edema. Genomic (BRAF status), treatment and survival data was collected. Results 98 patients were included in final analysis. A strong correlation was found between size of the largest lesion and the percent of lesions with T1-weighted hyperintense signal (R = 0.49), percent of lesions with size >1 cm (0.55), and the lesions that are clearly hemorrhagic (0.43). The analyzed imaging parameters were found to be independent of BRAF mutation status. The median survival of subjects with single lesion (9.1 months) was significantly higher than the median survival of subjects with more than 1 lesion (4.9 months) (p = 0.002). Patients with 2-18 lesions had significantly longer survival (5.6 months) than with >18 lesions (2 months) (p < 0.001). Other imaging parameters such as lesion size, T1-weighted hyperintensity, number of lesions with edema and hemorrhage were not found to be significantly related to survival. BRAF inhibitor treatment was found to be the most significant prognostic factor (p = 0.002) among patients with multiple lesions. Conclusion There is a statistically significant correlation between number of brain metastases and survival. In patients with multiple lesions, BRAF inhibitor treatment was the most significant prognostic factor.
PMID: 27822597
ISSN: 1573-7373
CID: 2304352

Endothelium-independent primitive myxoid vascularization creates invertebrate-like channels to maintain blood supply in optic gliomas [Meeting Abstract]

Snuderl, M; Zhang, G; Wu, P; Jennings, T; Shroff, S; Ortenzi, V; Jain, R; Cohen, B; Reidy, J; Dushay, M; Wisoff, J; Harter, D; Karajannis, M; Fenyo, D; Neubert, T; Zagzag, D
INTRODUCTION: Optic gliomas are classified as pilocytic astrocytoma (PA) or pilomyxoid astrocytoma (PMXA). Abundant bluish chondroid myxoid matrix is characteristic of PMXA but not PA. We sought to investigate the molecular composition of myxoid matrix and its biologic role in angiogenesis of optic gliomas. We reviewed clinical and pathological data on a cohort of 120 patients with optic glioma diagnosed at NYU Langone Medical Center from 1996 to 2014. We analyzed microvascular density (MVD), perfusion, hypoxia and proliferation by immunohistochemistry and ultrastructural features by electron microscopy. To identify the composition of the myxoid matrix in PMXA we performed liquid chromatography-mass spectrometry (LC-MS) without sample fractionation quantified using peptide spectral counts. PMXA showed significantly lower MVD by CD34 (8.1 vs 14.5, p-value < 0.002) and Erg (7 vs. 13.6, p-value 0.003) than PA, however GLUT-1 showed equal perfusion. Electron microscopy showed that PMXA contain both regular blood vessels with endothelial lining and channels completely lacking endothelial and smooth muscle cells. LC-MS stratified optic gliomas into three distinct groups. We identified 5389 proteins of which 188 were differentially expressed in the three groups (p<0.05, Benjamini-Hochberg adjustment). Between PA and PMXA, we found that most of differentially expressed proteins (146/188) displayed a positive fold change (increasing in PMXA relative to PA), and a minority (42/188) showed a negative fold change. The most abundant extracellular matrix proteins were a chondroitin sulfate proteoglycan versican (VCAN 3.7-fold increase Q=0.000463) and its paralog vertebrate Hyaluronan And Proteoglycan Link Protein 1 (HAPLN1, 22-fold increase from the PA to the PMXA group Q=4.60x10-7). Optic gliomas can develop endothelium-independent channels reminiscent of those in invertebrates to maintain blood supply. The myxoid matrix is composed of VCAN and its linking paralog HAPLN1. Targeting the myxoid matrix may provide novel avenues for therapy of optic gliom
EMBASE:622711609
ISSN: 1554-6578
CID: 3188352

Assessing the Effects of Software Platforms on Volumetric Segmentation of Glioblastoma

Dunn, William D; Aerts, Hugo J W L; Cooper, Lee A; Holder, Chad A; Hwang, Scott N; Jaffe, Carle C; Brat, Daniel J; Jain, Rajan; Flanders, Adam E; Zinn, Pascal O; Colen, Rivka R; Gutman, David A
Background/UNASSIGNED:Radiological assessments of biologically relevant regions in glioblastoma have been associated with genotypic characteristics, implying a potential role in personalized medicine. Here, we assess the reproducibility and association with survival of two volumetric segmentation platforms and explore how methodology could impact subsequent interpretation and analysis. Methods/UNASSIGNED:Post-contrast T1- and T2-weighted FLAIR MR images of 67 TCGA patients were segmented into five distinct compartments (necrosis, contrast-enhancement, FLAIR, post contrast abnormal, and total abnormal tumor volumes) by two quantitative image segmentation platforms - 3D Slicer and a method based on Velocity AI and FSL. We investigated the internal consistency of each platform by correlation statistics, association with survival, and concordance with consensus neuroradiologist ratings using ordinal logistic regression. Results/UNASSIGNED:We found high correlations between the two platforms for FLAIR, post contrast abnormal, and total abnormal tumor volumes (spearman's r(67) = 0.952, 0.959, and 0.969 respectively). Only modest agreement was observed for necrosis and contrast-enhancement volumes (r(67) = 0.693 and 0.773 respectively), likely arising from differences in manual and automated segmentation methods of these regions by 3D Slicer and Velocity AI/FSL, respectively. Survival analysis based on AUC revealed significant predictive power of both platforms for the following volumes: contrast-enhancement, post contrast abnormal, and total abnormal tumor volumes. Finally, ordinal logistic regression demonstrated correspondence to manual ratings for several features. Conclusion/UNASSIGNED:Tumor volume measurements from both volumetric platforms produced highly concordant and reproducible estimates across platforms for general features. As automated or semi-automated volumetric measurements replace manual linear or area measurements, it will become increasingly important to keep in mind that measurement differences between segmentation platforms for more detailed features could influence downstream survival or radio genomic analyses.
PMCID:5870135
PMID: 29600296
ISSN: 2474-0713
CID: 3011032

Perfusion Imaging in Neuro-Oncology: Basic Techniques and Clinical Applications

Griffith, Brent; Jain, Rajan
Perfusion imaging is a method for assessing the flow of blood occurring at the tissue level and can be accomplished by both CT and MR perfusion techniques. The use of perfusion imaging has increased substantially in the past decade, particularly in neuro-oncologic imaging, where it is has been used for brain tumor grading and directing biopsies or targeted therapy, as well as for the evaluation of treatment response and disease progression. This article discusses the basic principles and techniques of perfusion imaging, as well as its applications in neuro-oncology.
PMID: 27742116
ISSN: 1557-9786
CID: 2278602

Neuroimaging of cerebrovascular complications in cancer patients

Chapter by: Nagpal, Prashant; Ellika, Shehanaz; Jain, Rajan
in: Handbook of neuro-oncology neuroimaging by Newton, Herbert B [Eds]
San Diego, CA, US: Elsevier Academic Press, 2016
pp. 797-810
ISBN: 978-0-12-800945-1
CID: 2259692

Intravoxel Incoherent Motion Metrics as Potential Biomarkers for Survival in Glioblastoma

Puig, Josep; Sanchez-Gonzalez, Javier; Blasco, Gerard; Daunis-I-Estadella, Pepus; Federau, Christian; Alberich-Bayarri, Angel; Biarnes, Carles; Nael, Kambiz; Essig, Marco; Jain, Rajan; Wintermark, Max; Pedraza, Salvador
OBJECTIVE: Intravoxel incoherent motion (IVIM) is an MRI technique with potential applications in measuring brain tumor perfusion, but its clinical impact remains to be determined. We assessed the usefulness of IVIM-metrics in predicting survival in newly diagnosed glioblastoma. METHODS: Fifteen patients with glioblastoma underwent MRI including spin-echo echo-planar DWI using 13 b-values ranging from 0 to 1000 s/mm2. Parametric maps for diffusion coefficient (D), pseudodiffusion coefficient (D*), and perfusion fraction (f) were generated for contrast-enhancing regions (CER) and non-enhancing regions (NCER). Regions of interest were manually drawn in regions of maximum f and on the corresponding dynamic susceptibility contrast images. Prognostic factors were evaluated by Kaplan-Meier survival and Cox proportional hazards analyses. RESULTS: We found that fCER and D*CER correlated with rCBFCER. The best cutoffs for 6-month survival were fCER>9.86% and D*CER>21.712 x10-3mm2/s (100% sensitivity, 71.4% specificity, 100% and 80% positive predictive values, and 80% and 100% negative predictive values; AUC:0.893 and 0.857, respectively). Treatment yielded the highest hazard ratio (5.484; 95% CI: 1.162-25.88; AUC: 0.723; P = 0.031); fCER combined with treatment predicted survival with 100% accuracy. CONCLUSIONS: The IVIM-metrics fCER and D*CER are promising biomarkers of 6-month survival in newly diagnosed glioblastoma.
PMCID:4936699
PMID: 27387822
ISSN: 1932-6203
CID: 2179042

Integrative Analysis of mRNA, microRNA, and Protein Correlates of Relative Cerebral Blood Volume Values in GBM Reveals the Role for Modulators of Angiogenesis and Tumor Proliferation

Rao, Arvind; Manyam, Ganiraju; Rao, Ganesh; Jain, Rajan
Dynamic susceptibility contrast-enhanced magnetic resonance imaging is routinely used to provide hemodynamic assessment of brain tumors as a diagnostic as well as a prognostic tool. Recently, it was shown that the relative cerebral blood volume (rCBV), obtained from the contrast-enhancing as well as -nonenhancing portion of glioblastoma (GBM), is strongly associated with overall survival. In this study, we aim to characterize the genomic correlates (microRNA, messenger RNA, and protein) of this vascular parameter. This study aims to provide a comprehensive radiogenomic and radioproteomic characterization of the hemodynamic phenotype of GBM using publicly available imaging and genomic data from the Cancer Genome Atlas GBM cohort. Based on this analysis, we identified pathways associated with angiogenesis and tumor proliferation underlying this hemodynamic parameter in GBM.
PMCID:4814129
PMID: 27053917
ISSN: 1176-9351
CID: 2102992