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Glioma Through the Looking GLASS: Molecular Evolution of Diffuse Gliomas and the Glioma Longitudinal AnalySiS Consortium
Aldape, Kenneth; Amin, Samirkumar B; Ashley, David M; Barnholtz-Sloan, Jill S; Bates, Amanda J; Beroukhim, Rameen; Bock, Christoph; Brat, Daniel J; Claus, Elizabeth B; Costello, Joseph F; de Groot, John F; Finocchiaro, Gaetano; French, Pim J; Gan, Hui K; Griffith, Brent; Herold-Mende, Christel C; Horbinski, Craig; Iavarone, Antonio; Kalkanis, Steven N; Karabatsou, Konstantina; Kim, Hoon; Kouwenhoven, Mathilde C M; McDonald, Kerrie L; Miletic, Hrvoje; Nam, Do-Hyun; Ng, Ho Keung; Niclou, Simone P; Noushmehr, Houtan; Ormond, Ryan; Poisson, Laila M; Reifenberger, Guido; Roncaroli, Federico; Sa, Jason K; Sillevis Smitt, Peter A E; Smits, Marion; Souza, Camila F; Tabatabai, Ghazaleh; Van Meir, Erwin G; Verhaak, Roel G W; Watts, Colin; Wesseling, Pieter; Woehrer, Adelheid; Yung, W K Alfred; Jungk, Christine; Hau, Ann-Christin; van Dyck, Eric; Westerman, Bart A; Yin, Julia; Abiola, Olajide; Zeps, Nikolaj; Grimmond, Sean; Buckland, Michael; Khasraw, Mustafa; Sulman, Erik P; Muscat, Andrea M; Stead, Lucy
Adult diffuse gliomas are a diverse group of brain neoplasms that inflict a high emotional toll on patients and their families. The Cancer Genome Atlas (TCGA) and similar projects have provided a comprehensive understanding of the somatic alterations and molecular subtypes of glioma at diagnosis. However, gliomas undergo significant cellular and molecular evolution during disease progression. We review the current knowledge on the genomic and epigenetic abnormalities in primary tumors and after disease recurrence, highlight the gaps in the literature, and elaborate on the need for a new multi-institutional effort to bridge these knowledge gaps and how the Glioma Longitudinal AnalySiS Consortium (GLASS) aims to systemically catalog the longitudinal changes in gliomas. The GLASS initiative will provide essential insights into the evolution of glioma toward a lethal phenotype, with the potential to reveal targetable vulnerabilities, and ultimately, improved outcomes for a patient population in need.
PMID: 29432615
ISSN: 1523-5866
CID: 3048312
A gene expression signature predicts recurrence-free survival in meningioma
Olar, Adriana; Goodman, Lindsey D; Wani, Khalida M; Boehling, Nicholas S; Sharma, Devi S; Mody, Reema R; Gumin, Joy; Claus, Elizabeth B; Lang, Frederick F; Cloughesy, Timothy F; Lai, Albert; Aldape, Kenneth D; DeMonte, Franco; Sulman, Erik P
BACKGROUND:Meningioma is the most common primary brain tumor and has a variable risk of local recurrence. While World Health Organization (WHO) grade generally correlates with recurrence, there is substantial within-grade variation of recurrence risk. Current risk stratification does not accurately predict which patients are likely to benefit from adjuvant radiation therapy (RT). We hypothesized that tumors at risk for recurrence have unique gene expression profiles (GEP) that could better select patients for adjuvant RT. METHODS:We developed a recurrence predictor by machine learning modeling using a training/validation approach. RESULTS:Three publicly available AffymetrixU133 gene expression datasets (GSE9438, GSE16581, GSE43290) combining 127 primary, non-treated meningiomas of all grades served as the training set. Unsupervised variable selection was used to identify an 18-gene GEP model (18-GEP) that separated recurrences. This model was validated on 62 primary, non-treated cases with similar grade and clinical variable distribution as the training set. When applied to the validation set, 18-GEP separated recurrences with a misclassification error rate of 0.25 (log-rank p=0.0003). 18-GEP was predictive for tumor recurrence [p=0.0008, HR=4.61, 95%CI=1.89-11.23)] and was predictive after adjustment for WHO grade, mitotic index, sex, tumor location, and Simpson grade [p=0.0311, HR=9.28, 95%CI=(1.22-70.29)]. The expression signature included genes encoding proteins involved in normal embryonic development, cell proliferation, tumor growth and invasion (FGF9, SEMA3C, EDNRA), angiogenesis (angiopoietin-2), cell cycle regulation (CDKN1A), membrane signaling (tetraspanin-7, caveolin-2), WNT-pathway inhibitors (DKK3), complement system (C1QA) and neurotransmitter regulation (SLC1A3, Secretogranin-II). CONCLUSIONS:18-GEP accurately stratifies patients with meningioma by recurrence risk having the potential to guide the use of adjuvant RT.
PMCID:5882319
PMID: 29662628
ISSN: 1949-2553
CID: 3048332
Atrx inactivation drives disease-defining phenotypes in glioma cells of origin through global epigenomic remodeling
Danussi, Carla; Bose, Promita; Parthasarathy, Prasanna T; Silberman, Pedro C; Van Arnam, John S; Vitucci, Mark; Tang, Oliver Y; Heguy, Adriana; Wang, Yuxiang; Chan, Timothy A; Riggins, Gregory J; Sulman, Erik P; Lang, Frederick; Creighton, Chad J; Deneen, Benjamin; Miller, C Ryan; Picketts, David J; Kannan, Kasthuri; Huse, Jason T
Mutational inactivation of the SWI/SNF chromatin regulator ATRX occurs frequently in gliomas, the most common primary brain tumors. Whether and how ATRX deficiency promotes oncogenesis by epigenomic dysregulation remains unclear, despite its recent implication in both genomic instability and telomere dysfunction. Here we report that Atrx loss recapitulates characteristic disease phenotypes and molecular features in putative glioma cells of origin, inducing cellular motility although also shifting differentiation state and potential toward an astrocytic rather than neuronal histiogenic profile. Moreover, Atrx deficiency drives widespread shifts in chromatin accessibility, histone composition, and transcription in a distribution almost entirely restricted to genomic sites normally bound by the protein. Finally, direct gene targets of Atrx that mediate specific Atrx-deficient phenotypes in vitro exhibit similarly selective misexpression in ATRX-mutant human gliomas. These findings demonstrate that ATRX deficiency and its epigenomic sequelae are sufficient to induce disease-defining oncogenic phenotypes in appropriate cellular and molecular contexts.
PMCID:5849741
PMID: 29535300
ISSN: 2041-1723
CID: 2992712
Melanoma brain metastases harboring BRAF V600K or NRAS mutations are associated with an increased local failure rate following conventional therapy
Fang, Penny; Boehling, Nicholas S; Koay, Eugene J; Bucheit, Amanda D; Jakob, John A; Settle, Stephen H; Brown, Paul D; Davies, Michael A; Sulman, Erik P
Studies on melanoma brain metastases (MBM) with regard to mutational status are lacking. We investigated the outcomes of MBM in molecularly characterized patients for BRAF and NRAS mutations receiving conventional treatment. We investigated associations between outcomes [competing risk of local and distant brain failure (LF, DF) and overall survival (OS)] and clinical/pathological features of patients with known mutation status following initial treatment of MBM. Competing risk analysis was performed using the methods of Fine and Gray. We identified 235 patients with MBM diagnosed from 2005 to 2011. Mutation prevalence was BRAF non-V600K 98 (42%), BRAF V600K 34 (14%), NRAS 43 (18%), and wild-type for both genes (WT) 60 (26%) patients. Six month cumulative incidence LF rates were 3% for combined SRS or surgery with adjuvant radiation, 18% for surgery, 18% for SRS, 60% for WBRT, and 67% for systemic therapy. On multivariate analysis, only mutation status and initial treatment type were found to be independent predictors of local control. As compared to WT, NRAS (HR 2.58, 95% CI 1.18-5.67, p = 0.02) and BRAF V600K (HR 2.83, 95% CI 1.23-6.47, p = 0.01) mutational status were statistically significant while BRAF non-V600K status was not statistically significant (p = 0.23). Mutation status was not associated with DF or OS. BRAF V600K and NRAS mutation status predict increased LF following conventional treatments for MBM. These data can inform the design and interpretation of future MBM trials.
PMID: 29198052
ISSN: 1573-7373
CID: 3048272
The polo-like kinase 1 inhibitor volasertib synergistically increases radiation efficacy in glioma stem cells
Dong, Jianwen; Park, Soon Young; Nguyen, Nghi; Ezhilarasan, Ravesanker; Martinez-Ledesma, Emmanuel; Wu, Shaofang; Henry, Verlene; Piao, Yuji; Tiao, Ningyi; Brunell, David; Stephan, Clifford; Verhaak, Roel; Sulman, Erik; Balasubramaniyan, Veerakumar; de Groot, John F
Background/UNASSIGNED:Despite the availability of hundreds of cancer drugs, there is insufficient data on the efficacy of these drugs on the extremely heterogeneous tumor cell populations of glioblastoma (GBM). Results/UNASSIGNED:studies showed that volasertib inhibited cell viability, and high levels of the anti-apoptotic protein Bcl-xL expression were highly correlated with volasertib resistance. Volasertib sensitized GSCs to radiation therapy by enhancing G2/M arrest and by inducing apoptosis. Colony-formation assay demonstrated that volasertib plus IR synergistically inhibited colony formation. In intracranial xenograft mouse models, the combination of volasertib and radiation significantly inhibited GSC tumor growth and prolonged median survival compared with radiation treatment alone due to inhibition of cell proliferation, enhancement of DNA damage, and induction of apoptosis. Conclusions/UNASSIGNED:Our results reinforce the potential therapeutic efficacy of volasertib in combination with radiation for the treatment of GBM. Methods/UNASSIGNED:We used high-throughput screening (HTS) to identify drugs, out of 357 compounds in the published Protein Kinase Inhibitor Set, with the greatest efficacy against a panel of glioma stem cells (GSCs), which are representative of the classic cancer genome atlas (TCGA) molecular subtypes.
PMCID:5828226
PMID: 29535822
ISSN: 1949-2553
CID: 3629592
Targeting the mesenchymal subtype in glioblastoma and other cancers via inhibition of diacylglycerol kinase alpha
Olmez, Inan; Love, Shawn; Xiao, Aizhen; Manigat, Laryssa; Randolph, Peyton; McKenna, Brian D; Neal, Brian P; Boroda, Salome; Li, Ming; Brenneman, Breanna; Abounader, Roger; Floyd, Desiree; Lee, Jeongwu; Nakano, Ichiro; Godlewski, Jakub; Bronisz, Agnieszka; Sulman, Erik P; Mayo, Marty; Gioeli, Daniel; Weber, Michael; Harris, Thurl E; Purow, Benjamin
Background/UNASSIGNED:The mesenchymal phenotype in glioblastoma (GBM) and other cancers drives aggressiveness and treatment resistance, leading to therapeutic failure and recurrence of disease. Currently, there is no successful treatment option available against the mesenchymal phenotype. Methods/UNASSIGNED:We classified patient-derived GBM stem cell lines into 3 subtypes: proneural, mesenchymal, and other/classical. Each subtype's response to the inhibition of diacylglycerol kinase alpha (DGKα) was compared both in vitro and in vivo. RhoA activation, liposome binding, immunoblot, and kinase assays were utilized to elucidate the novel link between DGKα and geranylgeranyltransferase I (GGTase I). Results/UNASSIGNED:Here we show that inhibition of DGKα with a small-molecule inhibitor, ritanserin, or RNA interference preferentially targets the mesenchymal subtype of GBM. We show that the mesenchymal phenotype creates the sensitivity to DGKα inhibition; shifting GBM cells from the proneural to the mesenchymal subtype increases ritanserin activity, with similar effects in epithelial-mesenchymal transition models of lung and pancreatic carcinoma. This enhanced sensitivity of mesenchymal cancer cells to ritanserin is through inhibition of GGTase I and downstream mediators previously associated with the mesenchymal cancer phenotype, including RhoA and nuclear factor-kappaB. DGKα inhibition is synergistic with both radiation and imatinib, a drug preferentially affecting proneural GBM. Conclusions/UNASSIGNED:Our findings demonstrate that a DGKα-GGTase I pathway can be targeted to combat the treatment-resistant mesenchymal cancer phenotype. Combining therapies with greater activity against each GBM subtype may represent a viable therapeutic option against GBM.
PMCID:5777487
PMID: 29048560
ISSN: 1523-5866
CID: 3048232
Large Scale Identification of Variant Proteins in Glioma Stem Cells
Mostovenko, Ekaterina; Vegvari, Akos; Rezeli, Melinda; Lichti, Cheryl F; Fenyo, David; Wang, Qianghu; Lang, Frederick F; Sulman, Erik P; Sahlin, K Barbara; Marko-Varga, Gyorgy; Nilsson, Carol L
Glioblastoma (GBM), the most malignant of primary brain tumors, is a devastating and deadly disease, with a median survival of 14 months from diagnosis, despite standard regimens of radical brain tumor surgery, maximal safe radiation, and concomitant chemotherapy. GBM tumors nearly always re-emerge after initial treatment and frequently display resistance to current treatments. One theory that may explain GBM re-emergence is the existence of glioma stemlike cells (GSCs). We sought to identify variant protein features expressed in low passage GSCs derived from patient tumors. To this end, we developed a proteomic database that reflected variant and nonvariant sequences in the human proteome, and applied a novel retrograde proteomic workflow, to identify and validate the expression of 126 protein variants in 33 glioma stem cell strains. These newly identified proteins may harbor a subset of novel protein targets for future development of GBM therapy.
PMCID:6008157
PMID: 29254333
ISSN: 1948-7193
CID: 2929552
MerTK as a therapeutic target in glioblastoma
Wu, Jing; Frady, Lauren N; Bash, Ryan E; Cohen, Stephanie M; Schorzman, Allison N; Su, Yu-Ting; Irvin, David M; Zamboni, William C; Wang, Xiaodong; Frye, Stephen V; Ewend, Matthew G; Sulman, Erik P; Gilbert, Mark R; Earp, H Shelton; Miller, C Ryan
Background/UNASSIGNED:Glioma-associated macrophages and microglia (GAMs) are components of the glioblastoma (GBM) microenvironment that express MerTK, a receptor tyrosine kinase that triggers efferocytosis and can suppress innate immune responses. The aim of the study was to define MerTK as a therapeutic target using an orally bioavailable inhibitor, UNC2025. Methods/UNASSIGNED:We examined MerTK expression in tumor cells and macrophages in matched patient GBM samples by double-label immunohistochemistry. UNC2025-induced MerTK inhibition was studied in vitro and in vivo. Results/UNASSIGNED:MerTK/CD68+ macrophages increased in recurrent tumors while MerTK/glial fibrillary acidic protein-positive tumor cells did not. Pharmacokinetic studies showed high tumor exposures of UNC2025 in a syngeneic orthotopic allograft mouse GBM model. The same model mice were randomized to receive vehicle, daily UNC2025, fractionated external beam radiotherapy (XRT), or UNC2025/XRT. Although median survival (21, 22, 35, and 35 days, respectively) was equivalent with or without UNC2025, bioluminescence imaging (BLI) showed significant growth delay with XRT/UNC2025 treatment and complete responses in 19%. The responders remained alive for 60 days and showed regression to 1%-10% of pretreatment BLI tumor burden; 5 of 6 were tumor free by histology. In contrast, only 2% of 98 GBM mice of the same model treated with XRT survived 50 days and none survived 60 days. UNC2025 also reduced CD206+ macrophages in mouse tumor samples. Conclusions/UNASSIGNED:These results suggest that MerTK inhibition combined with XRT has a therapeutic effect in a subset of GBM. Further mechanistic studies are warranted.
PMCID:5761530
PMID: 28605477
ISSN: 1523-5866
CID: 3048172
Tumor Evolution of Glioma-Intrinsic Gene Expression Subtypes Associates with Immunological Changes in the Microenvironment
Wang, Qianghu; Hu, Baoli; Hu, Xin; Kim, Hoon; Squatrito, Massimo; Scarpace, Lisa; deCarvalho, Ana C; Lyu, Sali; Li, Pengping; Li, Yan; Barthel, Floris; Cho, Hee Jin; Lin, Yu-Hsi; Satani, Nikunj; Martinez-Ledesma, Emmanuel; Zheng, Siyuan; Chang, Edward; Gabriel Sauvé, Charles-Etienne; Olar, Adriana; Lan, Zheng D; Finocchiaro, Gaetano; Phillips, Joanna J; Berger, Mitchel S; Gabrusiewicz, Konrad R; Wang, Guocan; Eskilsson, Eskil; Hu, Jian; Mikkelsen, Tom; DePinho, Ronald A; Muller, Florian; Heimberger, Amy B; Sulman, Erik P; Nam, Do-Hyun; Verhaak, Roel G W
PMCID:5892424
PMID: 29316430
ISSN: 1878-3686
CID: 3048292
Ionizing radiation augments glioma tropism of mesenchymal stem cells
Thomas, Jonathan G; Parker Kerrigan, Brittany C; Hossain, Anwar; Gumin, Joy; Shinojima, Naoki; Nwajei, Felix; Ezhilarasan, Ravesanker; Love, Patrice; Sulman, Erik P; Lang, Frederick F
OBJECTIVE Mesenchymal stem cells (MSCs) have been shown to localize to gliomas after intravascular delivery. Because these cells home to areas of tissue injury, the authors hypothesized that the administration of ionizing radiation (IR) to tumor would enhance the tropism of MSCs to gliomas. Additionally, they sought to identify which radiation-induced factors might attract MSCs. METHODS To assess the effect of IR on MSC migration in vitro, transwell assays using conditioned medium (CM) from an irradiated commercially available glioma cell line (U87) and from irradiated patient-derived glioma stem-like cells (GSCs; GSC7-2 and GSC11) were employed. For in vivo testing, green fluorescent protein (GFP)-labeled MSCs were injected into the carotid artery of nude mice harboring orthotopic U87, GSC7-2, or GSC17 xenografts that were treated with either 0 or 10 Gy of IR, and brain sections were quantitatively analyzed by immunofluorescence for GFP-positive cells. These GSCs were used because GSC7-2 is a weak attractor of MSCs at baseline, whereas GSC17 is a strong attractor. To determine the factors implicated in IR-induced tropism, CM from irradiated GSC7-2 and from GSC11 was assayed with a cytokine array and quantitative ELISA. RESULTS Transwell migration assays revealed statistically significant enhanced MSC migration to CM from irradiated U87, GSC7-2, and GSC11 compared with nonirradiated controls and in a dose-dependent manner. After their intravascular delivery into nude mice harboring orthotopic gliomas, MSCs engrafted more successfully in irradiated U87 (p = 0.036), compared with nonirradiated controls. IR also significantly increased the tropism of MSCs to GSC7-2 xenografts (p = 0.043), which are known to attract MSCs only poorly at baseline (weak-attractor GSCs). Ionizing radiation also increased the engraftment of MSCs in strong-attractor GSC17 xenografts, but these increases did not reach statistical significance. The chemokine CCL2 was released by GSC7-2 and GSC11 after irradiation in a dose-dependent manner and mediated in vitro transwell migration of MSCs. Immunohistochemistry revealed increased CCL2 in irradiated GSC7-2 gliomas near the site of MSC engraftment. CONCLUSIONS Administering IR to gliomas enhances MSC localization, particularly in GSCs that attract MSCs poorly at baseline. The chemokine CCL2 appears to play a crucial role in the IR-induced tropism of MSCs to gliomas.
PMCID:6008155
PMID: 28362237
ISSN: 1933-0693
CID: 3048112