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Genetic driver mutations introduced in identical cell-of-origin in murine glioblastoma reveal distinct immune landscapes but similar response to checkpoint blockade
Chen, Zhihong; Herting, Cameron J; Ross, James L; Gabanic, Ben; Puigdelloses Vallcorba, Montse; Szulzewsky, Frank; Wojciechowicz, Megan L; Cimino, Patrick J; Ezhilarasan, Ravesanker; Sulman, Erik P; Ying, Mingyao; Ma'ayan, Avi; Read, Renee D; Hambardzumyan, Dolores
Glioblastoma (GBM) is the most aggressive primary brain tumor. In addition to being genetically heterogeneous, GBMs are also immunologically heterogeneous. However, whether the differences in immune microenvironment are driven by genetic driver mutation is unexplored. By leveraging the versatile RCAS/tv-a somatic gene transfer system, we establish a mouse model for Classical GBM by introducing EGFRvIII expression in Nestin-positive neural stem/progenitor cells in adult mice. Along with our previously published Nf1-silenced and PDGFB-overexpressing models, we investigate the immune microenvironments of the three models of human GBM subtypes by unbiased multiplex profiling. We demonstrate that both the quantity and composition of the microenvironmental myeloid cells are dictated by the genetic driver mutations, closely mimicking what was observed in human GBM subtypes. These myeloid cells express high levels of the immune checkpoint protein PD-L1; however, PD-L1 targeted therapies alone or in combination with irradiation are unable to increase the survival time of tumor-bearing mice regardless of the driver mutations, reflecting the outcomes of recent human trials. Together, these results highlight the critical utility of immunocompetent mouse models for preclinical studies of GBM, making these models indispensable tools for understanding the resistance mechanisms of immune checkpoint blockade in GBM and immune cell-targeting drug discovery.
PMID: 32639068
ISSN: 1098-1136
CID: 4526912
Full automation of spinal stereotactic radiosurgery and stereotactic body radiation therapy treatment planning using Varian Eclipse scripting
Teruel, Jose R; Malin, Martha; Liu, Elisa K; McCarthy, Allison; Hu, Kenneth; Cooper, Bejamin T; Sulman, Erik P; Silverman, Joshua S; Barbee, David
The purpose of this feasibility study is to develop a fully automated procedure capable of generating treatment plans with multiple fractionation schemes to improve speed, robustness, and standardization of plan quality. A fully automated script was implemented for spinal stereotactic radiosurgery/stereotactic body radiation therapy (SRS/SBRT) plan generation using Eclipse v15.6 API. The script interface allows multiple dose/fractionation plan requests, planning target volume (PTV) expansions, as well as information regarding distance/overlap between spinal cord and targets to drive decision-making. For each requested plan, the script creates the course, plans, field arrangements, and automatically optimizes and calculates dose. The script was retrospectively applied to ten computed tomography (CT) scans of previous cervical, thoracic, and lumbar spine SBRT patients. Three plans were generated for each patient - simultaneous integrated boost (SIB) 1800/1600 cGy to gross tumor volume (GTV)/PTV in one fraction; SIB 2700/2100 cGy to GTV/PTV in three fractions; and 3000 cGy to PTV in five fractions. Plan complexity and deliverability patient-specific quality assurance (QA) was performed using ArcCHECK with an Exradin A16 chamber inserted. Dose objectives were met for all organs at risk (OARs) for each treatment plan. Median target coverage was GTV V100% = 87.3%, clinical target volume (CTV) V100% = 95.7% and PTV V100% = 88.0% for single fraction plans; GTV V100% = 95.6, CTV V100% = 99.6% and PTV V100% = 97.2% for three fraction plans; and GTV V100% = 99.6%, CTV V100% = 99.1% and PTV V100% = 97.2% for five fraction plans. All plans (n = 30) passed patient-specific QA (>90%) at 2%/2 mm global gamma. A16 chamber dose measured at isocenter agreed with planned dose within 3% for all cases. Automatic planning for spine SRS/SBRT through scripting increases efficiency, standardizes plan quality and approach, and provides a tool for target coverage comparison of different fractionation schemes without the need for additional resources.
PMID: 32965754
ISSN: 1526-9914
CID: 4605772
Radiation with STAT3 blockade triggers dendritic cell-T cell interactions in the glioma microenvironment and therapeutic efficacy
Ott, Martina; Kassab, Cynthia; Marisetty, Anantha; Hashimoto, Yuuri; Wei, Jun; Zamler, Daniel B; Leu, Jia-Shiun; Tomaszowski, Karl-Heinz; Sabbagh, Aria; Fang, Dexing; Gupta, Pravesh; Priebe, Waldemar; Zielinski, Rafal; Burks, Jared K; Long, James P; Kong, Ling-Yuan; Fuller, Gregory N; de Groot, John F; Sulman, Erik P; Heimberger, Amy B
BACKGROUND:Patients with central nervous system (CNS) tumors are typically treated with radiation therapy, but this is not curative and results in the upregulation of phosphorylated signal transducer and activator of transcription 3 (p-STAT3), which drives invasion, angiogenesis, and immune suppression. Therefore, we investigated the combined effect of an inhibitor of STAT3 and whole-brain radiation therapy (WBRT) in a murine model of glioma. METHODS:C57BL/6 mice underwent intracerebral implantation of GL261 glioma cells, WBRT, and treatment with WP1066, a blood-brain barrier (BBB)-penetrant inhibitor of the STAT3 pathway, or the two in combination. The role of the immune system was evaluated using tumor rechallenge strategies, immune incompetent backgrounds, immunofluorescence, immune phenotyping of tumor-infiltrating immune cells (via flow cytometry), and nanostring gene expression analysis of 770 immune-related genes from immune cells, including those directly isolated from the tumor microenvironment. RESULTS:The combination of WP1066 and WBRT resulted in long-term survivors and enhanced median survival time relative to monotherapy in the GL261 glioma model (combination vs. control p<0.0001). Immunological memory appeared to be induced, because mice were protected during subsequent tumor rechallenge. The therapeutic effect of the combination was completely lost in immune incompetent animals. Nanostring analysis and immunofluorescence revealed immunological reprograming in the CNS tumor microenvironment specifically affecting dendritic-cell antigen presentation and T cell effector functions. CONCLUSION/CONCLUSIONS:This study indicates that the combination of STAT3 inhibition and WBRT enhances the therapeutic effect against gliomas in the CNS by inducing dendritic cell and T cell interactions in the CNS tumor.
PMID: 32605912
ISSN: 1078-0432
CID: 4504182
Dissecting the immunosuppressive tumor microenvironments in Glioblastoma-on-a-Chip for optimized PD-1 immunotherapy
Cui, Xin; Ma, Chao; Vasudevaraja, Varshini; Serrano, Jonathan; Tong, Jie; Peng, Yansong; Delorenzo, Michael; Shen, Guomiao; Frenster, Joshua; Morales, Renee-Tyler Tan; Qian, Weiyi; Tsirigos, Aristotelis; Chi, Andrew S; Jain, Rajan; Kurz, Sylvia C; Sulman, Erik P; Placantonakis, Dimitris G; Snuderl, Matija; Chen, Weiqiang
Programmed cell death protein-1 (PD-1) checkpoint immunotherapy efficacy remains unpredictable in glioblastoma (GBM) patients due to the genetic heterogeneity and immunosuppressive tumor microenvironments. Here, we report a microfluidics-based, patient-specific 'GBM-on-a-Chip' microphysiological system to dissect the heterogeneity of immunosuppressive tumor microenvironments and optimize anti-PD-1 immunotherapy for different GBM subtypes. Our clinical and experimental analyses demonstrated that molecularly distinct GBM subtypes have distinct epigenetic and immune signatures that may lead to different immunosuppressive mechanisms. The real-time analysis in GBM-on-a-Chip showed that mesenchymal GBM niche attracted low number of allogeneic CD154+CD8+ T-cells but abundant CD163+ tumor-associated macrophages (TAMs), and expressed elevated PD-1/PD-L1 immune checkpoints and TGF-β1, IL-10, and CSF-1 cytokines compared to proneural GBM. To enhance PD-1 inhibitor nivolumab efficacy, we co-administered a CSF-1R inhibitor BLZ945 to ablate CD163+ M2-TAMs and strengthened CD154+CD8+ T-cell functionality and GBM apoptosis on-chip. Our ex vivo patient-specific GBM-on-a-Chip provides an avenue for a personalized screening of immunotherapies for GBM patients.
PMID: 32909947
ISSN: 2050-084x
CID: 4589392
Transcriptional regulatory networks of tumor-associated macrophages that drive malignancy in mesenchymal glioblastoma
Sa, Jason K; Chang, Nakho; Lee, Hye Won; Cho, Hee Jin; Ceccarelli, Michele; Cerulo, Luigi; Yin, Jinlong; Kim, Sung Soo; Caruso, Francesca P; Lee, Mijeong; Kim, Donggeon; Oh, Young Taek; Lee, Yeri; Her, Nam-Gu; Min, Byeongkwi; Kim, Hye-Jin; Jeong, Da Eun; Kim, Hye-Mi; Kim, Hyunho; Chung, Seok; Woo, Hyun Goo; Lee, Jeongwu; Kong, Doo-Sik; Seol, Ho Jun; Lee, Jung-Il; Kim, Jinho; Park, Woong-Yang; Wang, Qianghu; Sulman, Erik P; Heimberger, Amy B; Lim, Michael; Park, Jong Bae; Iavarone, Antonio; Verhaak, Roel G W; Nam, Do-Hyun
BACKGROUND:Glioblastoma (GBM) is a complex disease with extensive molecular and transcriptional heterogeneity. GBM can be subcategorized into four distinct subtypes; tumors that shift towards the mesenchymal phenotype upon recurrence are generally associated with treatment resistance, unfavorable prognosis, and the infiltration of pro-tumorigenic macrophages. RESULTS:TAMs also significantly accelerate tumor engraftment and growth in vivo. Moreover, both MA-TAM master regulators and their target genes are significantly correlated with poor clinical outcomes and are often associated with genomic aberrations in neurofibromin 1 (NF1) and phosphoinositide 3-kinases/mammalian target of rapamycin/Akt pathway (PI3K-mTOR-AKT)-related genes. We further demonstrate the origination of MA-TAMs from peripheral blood, as well as their potential association with tumor-induced polarization states and immunosuppressive environments. CONCLUSIONS:Collectively, our study characterizes the global transcriptional profile of TAMs driving mesenchymal GBM pathogenesis, providing potential therapeutic targets for improving the effectiveness of GBM immunotherapy.
PMCID:7448990
PMID: 32847614
ISSN: 1474-760x
CID: 4575652
Correlative study of epigenetic regulation of tumor microenvironment in spindle cell melanomas and cutaneous malignant peripheral nerve sheath tumors
Vougiouklakis, Theodore; Aung, Phyu P; Vasudevaraja, Varshini; Prieto, Victor G; Torres-Cabala, Carlos A; Sulman, Erik P; Snuderl, Matija; Jour, George
The tumor microenvironment (TME) plays critical roles in tumor growth and progression, however key regulators of gene expression in the TME of cutaneous malignant peripheral nerve sheath tumor (C-MPNST) and spindle cell melanoma (SCM) have not been well elucidated. Herein, we investigate the epigenetic regulation of promoters and gene bodies and their effect on the TME composition of C-MPNSTs and SCMs. A cohort of 30 patients was analyzed using differential gene expression (DGE) and gene set enrichment analysis (GSEA) using the Nanostring platform. Methylation analysis was carried out utilizing an Infinium Methylation EPIC array targeting 866,562 methylation site (CpG) islands. DGE revealed overexpression of genes related to mast cells in the TME of SCMs, and a predominance of exhausted CD8+ T cells and macrophages in the TME of C-MPNSTs. Interestingly, we further observed promoter hypermethylation in key overexpressed genes and corresponding gene body hypomethylation. Analysis using ENCODE ChIP-sequencing data identified CTCF as the common transcription factor at the site of the hypomethylated probe. These findings support that the TME composition of C-MPNSTs and SCMs is at least partially independent on promoter methylation status, suggesting a possible relationship between gene body enhancers and expression of key TME genes in both entities.
PMCID:7398924
PMID: 32747660
ISSN: 2045-2322
CID: 4553792
Racial and socioeconomic disparities differentially affect overall and cause-specific survival in glioblastoma
Liu, Elisa K; Yu, Sharon; Sulman, Erik P; Kurz, Sylvia C
INTRODUCTION/BACKGROUND:The prognostic role of racial and socioeconomic factors in patients with glioblastoma is controversially debated. We aimed to evaluate how these factors may affect survival outcomes in an overall and cause-specific manner using large, national cancer registry cohort data in the temozolomide chemoradiation era. METHODS:The National Cancer Institute's Surveillance, Epidemiology, and End Results database was queried for patients diagnosed with glioblastoma between 2005 and 2016. Overall survival was assessed using Cox proportional hazard models using disease intrinsic and extrinsic factors. Cause-specific mortality was assessed using cumulative incidence curves and modeled using multivariate cumulative risk regression. RESULTS:A total of 28,952 patients met the prespecified inclusion criteria and were included in this analysis. The following factors were associated with all-cause mortality: age, calendar year of diagnosis, sex, treatment receipt, tumor size, tumor location, extent of resection, median household income, and race. Asian/Pacific Islanders and Hispanic Whites had lower mortality compared to Non-Hispanic Whites. Cause-specific mortality was associated with both racial and socioeconomic groups. After adjusting for treatment and tumor-related factors, Asian/Pacific and black patients had lower glioblastoma-specific mortality. However, lower median household income and black race were associated with significantly higher non-glioblastoma mortality. CONCLUSIONS:Despite the aggressive nature of glioblastoma, racial and socioeconomic factors influence glioblastoma-specific and non-glioblastoma associated mortality. Our study shows that patient race has an impact on glioblastoma-associated mortality independently of tumor and treatment related factors. Importantly, socioeconomic and racial differences largely contribute to non-glioblastoma mortality, including death from other cancers, cardio- and cerebrovascular events.
PMID: 32617722
ISSN: 1573-7373
CID: 4504582
A cancer drug atlas enables synergistic targeting of independent drug vulnerabilities
Narayan, Ravi S; Molenaar, Piet; Teng, Jian; Cornelissen, Fleur M G; Roelofs, Irene; Menezes, Renee; Dik, Rogier; Lagerweij, Tonny; Broersma, Yoran; Petersen, Naomi; Marin Soto, Jhon Alexander; Brands, Eelke; van Kuiken, Philip; Lecca, Maria C; Lenos, Kristiaan J; In 't Veld, Sjors G J G; van Wieringen, Wessel; Lang, Frederick F; Sulman, Erik; Verhaak, Roel; Baumert, Brigitta G; Stalpers, Lucas J A; Vermeulen, Louis; Watts, Colin; Bailey, David; Slotman, Ben J; Versteeg, Rogier; Noske, David; Sminia, Peter; Tannous, Bakhos A; Wurdinger, Tom; Koster, Jan; Westerman, Bart A
Personalized cancer treatments using combinations of drugs with a synergistic effect is attractive but proves to be highly challenging. Here we present an approach to uncover the efficacy of drug combinations based on the analysis of mono-drug effects. For this we used dose-response data from pharmacogenomic encyclopedias and represent these as a drug atlas. The drug atlas represents the relations between drug effects and allows to identify independent processes for which the tumor might be particularly vulnerable when attacked by two drugs. Our approach enables the prediction of combination-therapy which can be linked to tumor-driving mutations. By using this strategy, we can uncover potential effective drug combinations on a pan-cancer scale. Predicted synergies are provided and have been validated in glioblastoma, breast cancer, melanoma and leukemia mouse-models, resulting in therapeutic synergy in 75% of the tested models. This indicates that we can accurately predict effective drug combinations with translational value.
PMCID:7287046
PMID: 32523045
ISSN: 2041-1723
CID: 4489702
Novel Therapies for Glioblastoma
Liu, Elisa K; Sulman, Erik P; Wen, Patrick Y; Kurz, Sylvia C
PURPOSE OF REVIEW/OBJECTIVE:Glioblastoma (GBM) is the most common malignant primary brain tumor, and the available treatment options are limited. This article reviews the recent preclinical and clinical investigations that seek to expand the repertoire of effective medical and radiotherapy options for GBM. RECENT FINDINGS/RESULTS:Recent phase III trials evaluating checkpoint inhibition did not result in significant survival benefit. Select vaccine strategies have yielded promising results in early phase clinical studies and warrant further validation. Various targeted therapies are being explored but have yet to see breakthrough results. In addition, novel radiotherapy approaches are in development to maximize safe dose delivery. A multitude of preclinical and clinical studies in GBM explore promising immunotherapies, targeted agents, and novel radiation modalities. Recent phase III trial failures have once more highlighted the profound tumor heterogeneity and diverse resistance mechanisms of glioblastoma. This calls for the development of biomarker-driven and personalized treatment approaches.
PMID: 32445058
ISSN: 1534-6293
CID: 4447202
Exclusion of Patients with Brain Metastases from Cancer Clinical Trials
Patel, Roshal R; Verma, Vivek; Miller, Austin B; Lin, Timothy A; Jethanandani, Amit; Espinoza, Andres F; Mainwaring, Walker; Augustyn, Alexander; Fuller, C David; Sulman, Erik P; Yeboa, Debra N; Chung, Caroline C; McAleer, Mary Frances; Li, Jing; Yoshor, Daniel; de Groot, John F; Mandel, Jacob J; Ludmir, Ethan B
PMID: 31900480
ISSN: 1523-5866
CID: 4252632