1
|
Cheng VWT, Vaughn-Beaucaire P, Shaw GC, Kriegs M, Droop A, Psakis G, Mittelbronn M, Humphries M, Esteves F, Hayes J, Cockle JV, Knipp S, Rohwedder A, Ismail A, Rominiyi O, Collis SJ, Mavria G, Samarasekara J, Ladbury JE, Ketchen S, Morton R, Fagan S, Tams D, Myers K, McGarrity-Cottrell C, Dunning M, Boissinot M, Michalopoulos G, Prior S, Lam YW, Morrison EE, Short SC, Lawler SE, Brüning-Richardson A. ARHGAP12 and ARHGAP29 exert distinct regulatory effects on switching between two cell morphological states through GSK-3 activity. Cell Rep 2025; 44:115361. [PMID: 40053455 DOI: 10.1016/j.celrep.2025.115361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 12/26/2024] [Accepted: 02/06/2025] [Indexed: 03/09/2025] Open
Abstract
Cancer cells undergo morphological changes and phenotype switching to promote invasion into healthy tissues. Manipulating the transitional morphological states in cancer cells to prevent tumor dissemination may enhance survival and improve treatment response. We describe two members of the RhoGTPase activating protein (ARHGAP) family, ARHGAP12 and ARHGAP29, as regulators of transitional morphological states in glioma via Src kinase signaling events, leading to morphological changes that correspond to phenotype switching. Moreover, we establish a link between glycogen synthase kinase 3 (GSK-3) inhibition and β-catenin translocation in altering transcription of ARHGAP12 and ARHGAP29. Silencing ARHGAP12 causes loss of N-cadherin and adoption of mesenchymal morphology, a characteristic feature of aggressive cellular behavior. In patients with glioblastoma (GBM), we identify a link between ARHGAP12 and ARHGAP29 co-expression and recurrence after treatment. Consequently, we propose that further investigation of how ARHGAPs regulate transitional morphological events to drive cancer dissemination is warranted.
Collapse
Affiliation(s)
- Vinton W T Cheng
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK; Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Philippa Vaughn-Beaucaire
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Gary C Shaw
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | - Malte Kriegs
- Department of Radiobiology & Radiation Oncology and UCCH Kinomics Core Facility, Hubertus Wald Tumorzentrum - University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany
| | - Alastair Droop
- Wellcome Trust Genome Campus, Wellcome Trust Institute, Hinxton CB10 1RQ, UK
| | - George Psakis
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Michel Mittelbronn
- Luxembourg Centre of Neuropathology, Luxembourg Institute of Health, L-3555 Dudelange, Luxembourg; National Center of Pathology (NCP), Laboratoire National de Santé (LNS), L-3555 Dudelange, Luxembourg; Department of Life Sciences and Medicine (DLSM), University of Luxembourg, L-4362, 28 Esch-sur-Alzette, Luxembourg; Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, L-4362 Esch-sur-Alzette, Luxembourg; Department of Cancer Research (DoCR), Luxembourg Institute of Health (LIH), L-1210 Luxembourg, Luxembourg
| | - Matt Humphries
- National Pathology Imaging Cooperative, Leeds Teaching Hospitals NHS Trust, St James's University Hospital, Leeds LS9 7TF, UK
| | - Filomena Esteves
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | - Josie Hayes
- REVOLUTION Medicines, Redwood City, California 94036, USA
| | | | - Sabine Knipp
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK; Zentrum fuer Medizinische Forschung, Johannes Kepler University, Linz, Austria
| | - Arndt Rohwedder
- Zentrum fuer Medizinische Forschung, Johannes Kepler University, Linz, Austria; School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Azzam Ismail
- Pathology Department, Leeds Teaching Hospitals NHS Trust, St James's University Hospital, Leeds LS9 7TF, UK
| | - Ola Rominiyi
- Department of Neuroscience, School of Medicine and Population Health, University of Sheffield, Sheffield S10 2RX, UK
| | - Spencer J Collis
- Department of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield S10 2RX, UK
| | - Georgia Mavria
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | | | - John E Ladbury
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Sophie Ketchen
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK; School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Ruth Morton
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | - Sarah Fagan
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Daniel Tams
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | - Katie Myers
- Sheffield Bioinformatics Core, Faculty of Health, University of Sheffield, Sheffield, S10 2RX, UK
| | | | - Mark Dunning
- Sheffield Bioinformatics Core, Faculty of Health, University of Sheffield, Sheffield, S10 2RX, UK
| | - Marjorie Boissinot
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | - George Michalopoulos
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Sally Prior
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Yun Wah Lam
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Ewan E Morrison
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | - Susan C Short
- Leeds Institute of Medical Research, Wellcome Trust Brenner Building, University of Leeds, Leeds LS9 7TF, UK
| | - Sean E Lawler
- Department of Pathology & Laboratory Medicine, Legorreta Cancer Center, Brown University, Providence, Rhode Island 02903, USA
| | - Anke Brüning-Richardson
- School of Applied Sciences, Joseph Priestley Building, University of Huddersfield, Huddersfield HD1 3DH, UK.
| |
Collapse
|
2
|
Kirishima M, Yokoyama S, Akahane T, Higa N, Uchida H, Yonezawa H, Matsuo K, Yamamoto J, Yoshimoto K, Hanaya R, Tanimoto A. Prognosis prediction via histological evaluation of cellular heterogeneity in glioblastoma. Sci Rep 2024; 14:24955. [PMID: 39438642 PMCID: PMC11496527 DOI: 10.1038/s41598-024-76826-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 10/16/2024] [Indexed: 10/25/2024] Open
Abstract
Glioblastomas (GBMs) are the most aggressive types of central nervous system tumors. Although certain genomic alterations have been identified as prognostic biomarkers of GBMs, the histomorphological features that predict their prognosis remain elusive. In this study, following an integrative diagnosis of 227 GBMs based on the 2021 World Health Organization classification system, the cases were histologically fractionated by cellular variations and abundance to evaluate the relationship between cellular heterogeneity and prognosis in combination with O-6-methylguanine-DNA methyltransferase gene promoter methylation (mMGMTp) status. GBMs comprised four major cell types: astrocytic, pleomorphic, gemistocytic, and rhabdoid cells. t-distributed stochastic neighbor embedding analysis using the histological abundance of heterogeneous cell types identified two distinct groups with significantly different prognoses. In individual cell component analysis, the abundance of gemistocytes showed a significantly favorable prognosis but confounding to mMGMTp status. Conversely, the abundance of epithelioid cells was correlated with the unfavorable prognosis. Linear model analysis showed the favorable prognostic utility of quantifying gemistocytic and epithelioid cells, independent of mMGMTp. The evaluation of GBM cell histomorphological heterogeneity is more effective for prognosis prediction in combination with mMGMTp analysis, indicating that histomorphological analysis is a practical and useful prognostication tool in an integrative diagnosis of GBMs.
Collapse
Affiliation(s)
- Mari Kirishima
- Department of Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Seiya Yokoyama
- Department of Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Toshiaki Akahane
- Department of Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
- Center for Human Genome and Gene Analysis, Kagoshima University Hospital, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Nayuta Higa
- Department of Neurosurgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Hiroyuki Uchida
- Department of Neurosurgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Hajime Yonezawa
- Department of Neurosurgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Kei Matsuo
- Department of Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan
| | - Junkoh Yamamoto
- Department of Neurosurgery, University of Occupational and Environmental Health, Yahatanishi-Ku, Kitakyushu, 807-8555, Japan
| | - Koji Yoshimoto
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Ryosuke Hanaya
- Department of Neurosurgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan.
| | - Akihide Tanimoto
- Department of Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan.
- Center for Human Genome and Gene Analysis, Kagoshima University Hospital, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan.
- Center for the Research of Advanced Diagnosis and Therapy of Cancer, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan.
| |
Collapse
|
3
|
Lee VK, Tejero R, Silvia N, Sattiraju A, Ramakrishnan A, Shen L, Wojcinski A, Kesari S, Friedel RH, Zou H, Dai G. 3D Brain Vascular Niche Model Captures Invasive Behavior and Gene Signatures of Glioblastoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.09.601756. [PMID: 39026692 PMCID: PMC11257506 DOI: 10.1101/2024.07.09.601756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Glioblastoma (GBM) is a lethal brain cancer with no effective treatment; understanding how GBM cells respond to tumor microenvironment remains challenging as conventional cell cultures lack proper cytoarchitecture while in vivo animal models present complexity all at once. Developing a culture system to bridge the gap is thus crucial. Here, we employed a multicellular approach using human glia and vascular cells to optimize a 3-dimensional (3D) brain vascular niche model that enabled not only long-term culture of patient derived GBM cells but also recapitulation of key features of GBM heterogeneity, in particular invasion behavior and vascular association. Comparative transcriptomics of identical patient derived GBM cells in 3D and in vivo xenotransplants models revealed that glia-vascular contact induced genes concerning neural/glia development, synaptic regulation, as well as immune suppression. This gene signature displayed region specific enrichment in the leading edge and microvascular proliferation zones in human GBM and predicted poor prognosis. Gene variance analysis also uncovered histone demethylation and xylosyltransferase activity as main themes for gene adaption of GBM cells in vivo . Furthermore, our 3D model also demonstrated the capacity to provide a quiescence and a protective niche against chemotherapy. In summary, an advanced 3D brain vascular model can bridge the gap between 2D cultures and in vivo models in capturing key features of GBM heterogeneity and unveil previously unrecognized influence of glia-vascular contact for transcriptional adaption in GBM cells featuring neural/synaptic interaction and immunosuppression.
Collapse
|
4
|
Boewe AS, Wrublewsky S, Hoppstädter J, Götz C, Kiemer AK, Menger MD, Laschke MW, Ampofo E. C-Myc/H19/miR-29b axis downregulates nerve/glial (NG)2 expression in glioblastoma multiforme. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102120. [PMID: 38318212 PMCID: PMC10839451 DOI: 10.1016/j.omtn.2024.102120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 01/09/2024] [Indexed: 02/07/2024]
Abstract
Nerve/glial antigen (NG)2 is highly expressed in glioblastoma multiforme (GBM). However, the underlying mechanisms of its upregulated expression are largely unknown. In silico analyses reveal that the tumor-suppressive miR-29b targets NG2. We used GBM-based data from The Cancer Genome Atals databases to analyze the expression pattern of miR-29b and different target genes, including NG2. Moreover, we investigated the regulatory function of miR-29b on NG2 expression and NG2-related signaling pathways. We further studied upstream mechanisms affecting miR-29b-dependent NG2 expression. We found that miR-29b downregulates NG2 expression directly and indirectly via the transcription factor Sp1. Furthermore, we identified the NG2 coreceptor platelet-derived growth factor receptor (PDGFR)α as an additional miR-29b target. As shown by a panel of functional cell assays, a reduced miR-29b-dependent NG2 expression suppresses tumor cell proliferation and migration. Signaling pathway analyses revealed that this is associated with a decreased ERK1/2 activity. In addition, we found that the long noncoding RNA H19 and c-Myc act as upstream repressors of miR-29b in GBM cells, resulting in an increased NG2 expression. These findings indicate that the c-Myc/H19/miR-29b axis crucially regulates NG2 expression in GBM and, thus, represents a target for the development of future GBM therapies.
Collapse
Affiliation(s)
- Anne S. Boewe
- Institute for Clinical and Experimental Surgery, Saarland University, 66421 Homburg, Germany
| | - Selina Wrublewsky
- Institute for Clinical and Experimental Surgery, Saarland University, 66421 Homburg, Germany
| | - Jessica Hoppstädter
- Department of Pharmacy, Pharmaceutical Biology, Saarland University, 66123 Saarbruecken, Germany
| | - Claudia Götz
- Medical Biochemistry and Molecular Biology, Saarland University, 66421 Homburg, Germany
| | - Alexandra K. Kiemer
- Department of Pharmacy, Pharmaceutical Biology, Saarland University, 66123 Saarbruecken, Germany
| | - Michael D. Menger
- Institute for Clinical and Experimental Surgery, Saarland University, 66421 Homburg, Germany
| | - Matthias W. Laschke
- Institute for Clinical and Experimental Surgery, Saarland University, 66421 Homburg, Germany
| | - Emmanuel Ampofo
- Institute for Clinical and Experimental Surgery, Saarland University, 66421 Homburg, Germany
| |
Collapse
|
5
|
Hudson AL, Cho A, Colvin EK, Hayes SA, Wheeler HR, Howell VM. CA9, CYFIP2 and LGALS3BP-A Novel Biomarker Panel to Aid Prognostication in Glioma. Cancers (Basel) 2024; 16:1069. [PMID: 38473425 DOI: 10.3390/cancers16051069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 02/26/2024] [Accepted: 02/28/2024] [Indexed: 03/14/2024] Open
Abstract
Brain cancer is a devastating and life-changing disease. Biomarkers are becoming increasingly important in addressing clinical issues, including in monitoring tumour progression and assessing survival and treatment response. The goal of this study was to identify prognostic biomarkers associated with glioma progression. Discovery proteomic analysis was performed on a small cohort of astrocytomas that were diagnosed as low-grade and recurred at a higher grade. Six proteins were chosen to be validated further in a larger cohort. Three proteins, CA9, CYFIP2, and LGALS3BP, were found to be associated with glioma progression and, in univariate analysis, could be used as prognostic markers. However, according to the results of multivariate analysis, these did not remain significant. These three proteins were then combined into a three-protein panel. This panel had a specificity and sensitivity of 0.7459 for distinguishing between long and short survival. In silico data confirmed the prognostic significance of this panel.
Collapse
Affiliation(s)
- Amanda L Hudson
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Royal North Shore Hospital, Northern Sydney Local Health District, St. Leonards, NSW 2065, Australia
- School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
- The Brain Cancer Group, North Shore Private Hospital, St. Leonards, NSW 2065, Australia
| | - Angela Cho
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Royal North Shore Hospital, Northern Sydney Local Health District, St. Leonards, NSW 2065, Australia
- School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
- The Brain Cancer Group, North Shore Private Hospital, St. Leonards, NSW 2065, Australia
| | - Emily K Colvin
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Royal North Shore Hospital, Northern Sydney Local Health District, St. Leonards, NSW 2065, Australia
- School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
| | - Sarah A Hayes
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Royal North Shore Hospital, Northern Sydney Local Health District, St. Leonards, NSW 2065, Australia
- School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
| | - Helen R Wheeler
- The Brain Cancer Group, North Shore Private Hospital, St. Leonards, NSW 2065, Australia
- Department of Medical Oncology, Royal North Shore Hospital, Northern Sydney Local Health District, St. Leonards, NSW 2065, Australia
| | - Viive M Howell
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, Royal North Shore Hospital, Northern Sydney Local Health District, St. Leonards, NSW 2065, Australia
- School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
| |
Collapse
|
6
|
Sattiraju A, Kang S, Giotti B, Chen Z, Marallano VJ, Brusco C, Ramakrishnan A, Shen L, Tsankov AM, Hambardzumyan D, Friedel RH, Zou H. Hypoxic niches attract and sequester tumor-associated macrophages and cytotoxic T cells and reprogram them for immunosuppression. Immunity 2023; 56:1825-1843.e6. [PMID: 37451265 PMCID: PMC10527169 DOI: 10.1016/j.immuni.2023.06.017] [Citation(s) in RCA: 106] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 02/24/2023] [Accepted: 06/19/2023] [Indexed: 07/18/2023]
Abstract
Glioblastoma (GBM), a highly lethal brain cancer, is notorious for immunosuppression, but the mechanisms remain unclear. Here, we documented a temporospatial patterning of tumor-associated myeloid cells (TAMs) corresponding to vascular changes during GBM progression. As tumor vessels transitioned from the initial dense regular network to later scant and engorged vasculature, TAMs shifted away from perivascular regions and trafficked to vascular-poor areas. This process was heavily influenced by the immunocompetence state of the host. Utilizing a sensitive fluorescent UnaG reporter to track tumor hypoxia, coupled with single-cell transcriptomics, we revealed that hypoxic niches attracted and sequestered TAMs and cytotoxic T lymphocytes (CTLs), where they were reprogrammed toward an immunosuppressive state. Mechanistically, we identified chemokine CCL8 and cytokine IL-1β as two hypoxic-niche factors critical for TAM trafficking and co-evolution of hypoxic zones into pseudopalisading patterns. Therefore, perturbation of TAM patterning in hypoxic zones may improve tumor control.
Collapse
Affiliation(s)
- Anirudh Sattiraju
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sangjo Kang
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Bruno Giotti
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Zhihong Chen
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Valerie J Marallano
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Concetta Brusco
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Aarthi Ramakrishnan
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Li Shen
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Alexander M Tsankov
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Dolores Hambardzumyan
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Roland H Friedel
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Hongyan Zou
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| |
Collapse
|
7
|
Deng X, Das S, Kaur H, Wilson E, Camphausen K, Shankavaram U. Glioma-BioDP: database for visualization of molecular profiles to improve prognosis of brain cancer. BMC Med Genomics 2023; 16:168. [PMID: 37454191 PMCID: PMC10350252 DOI: 10.1186/s12920-023-01593-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 06/26/2023] [Indexed: 07/18/2023] Open
Abstract
Cancer researchers often seek user-friendly interactive tools for validation, exploration, analysis, and visualization of molecular profiles in cancer patient samples. To aid researchers working on the both low- and high-grade gliomas, we developed Glioma-BioDP, a web tool for exploration and visualization of RNA and protein expression profiles of interest in these tumor types. Glioma-BioDP is user friendly application that include expression data from both the low- and high-grade glioma patient samples from The Cancer Genome Atlas and enabled querying by mRNA, microRNA, and protein level expression data from Illumina HiSeq and RPPA platforms respectively. Glioma-BioDP provides advance query interface and enables users to explore the association of genes, proteins, and miRNA expression with molecular and/or histological subtypes of gliomas, surgical resection status and survival. The prognostic significance and visualization of the selected expression profiles can be explored using interactive utilities provided. This tool may also enable validation and generation of new hypotheses of novel therapies impacting gliomas that aid in personalization of treatment for optimum outcomes.
Collapse
Affiliation(s)
- Xiang Deng
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, Building 10, CRC, Rm B2-3561, Bethesda, MD, 20892, USA
| | - Shaoli Das
- Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Harpreet Kaur
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, Building 10, CRC, Rm B2-3561, Bethesda, MD, 20892, USA
| | - Evan Wilson
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, Building 10, CRC, Rm B2-3561, Bethesda, MD, 20892, USA
| | - Kevin Camphausen
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, Building 10, CRC, Rm B2-3561, Bethesda, MD, 20892, USA
| | - Uma Shankavaram
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 10 Center Drive, Building 10, CRC, Rm B2-3561, Bethesda, MD, 20892, USA.
| |
Collapse
|
8
|
Degorre C, Sutton IC, Lehman SL, Shankavaram UT, Camphausen K, Tofilon PJ. Glioblastoma cells have increased capacity to repair radiation-induced DNA damage after migration to the olfactory bulb. Cancer Cell Int 2022; 22:389. [PMID: 36482431 PMCID: PMC9733339 DOI: 10.1186/s12935-022-02819-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 11/30/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The invasive nature of GBM combined with the diversity of brain microenvironments creates the potential for a topographic heterogeneity in GBM radioresponse. Investigating the mechanisms responsible for a microenvironment-induced differential GBM response to radiation may provide insights into the molecules and processes mediating GBM radioresistance. METHODS Using a model system in which human GBM stem-like cells implanted into the right striatum of nude mice migrate throughout the right hemisphere (RH) to the olfactory bulb (OB), the radiation-induced DNA damage response was evaluated in each location according to γH2AX and 53BP1 foci and cell cycle phase distribution as determined by flow cytometry and immunohistochemistry. RNAseq was used to compare transcriptomes of tumor cells growing in the OB and the RH. Protein expression and neuron-tumor interaction were defined by immunohistochemistry and confocal microscopy. RESULTS After irradiation, there was a more rapid dispersal of γH2AX and 53BP1 foci in the OB versus in the RH, indicative of increased double strand break repair capacity in the OB and consistent with the OB providing a radioprotective niche. With respect to the cell cycle, by 6 h after irradiation there was a significant loss of mitotic tumor cells in both locations suggesting a similar activation of the G2/M checkpoint. However, by 24 h post-irradiation there was an accumulation of G2 phase cells in the OB, which continued out to at least 96 h. Transcriptome analysis showed that tumor cells in the OB had higher expression levels of DNA repair genes involved in non-homologous end joining and genes related to the spindle assembly checkpoint. Tumor cells in the OB were also found to have an increased frequency of soma-soma contact with neurons. CONCLUSION GBM cells that have migrated to the OB have an increased capacity to repair radiation-induced double strand breaks and altered cell cycle regulation. These results correspond to an upregulation of genes involved in DNA damage repair and cell cycle control. Because the murine OB provides a source of radioresistant tumor cells not evident in other experimental systems, it may serve as a model for investigating the mechanisms mediating GBM radioresistance.
Collapse
Affiliation(s)
- Charlotte Degorre
- grid.48336.3a0000 0004 1936 8075Radiation Oncology Branch, National Cancer Institute, 10 Center Drive-MSC 1002, Building 10, B3B69B, Bethesda, MD 20892 USA
| | - Ian C. Sutton
- grid.48336.3a0000 0004 1936 8075Radiation Oncology Branch, National Cancer Institute, 10 Center Drive-MSC 1002, Building 10, B3B69B, Bethesda, MD 20892 USA
| | - Stacey L. Lehman
- grid.48336.3a0000 0004 1936 8075Radiation Oncology Branch, National Cancer Institute, 10 Center Drive-MSC 1002, Building 10, B3B69B, Bethesda, MD 20892 USA
| | - Uma T. Shankavaram
- grid.48336.3a0000 0004 1936 8075Radiation Oncology Branch, National Cancer Institute, 10 Center Drive-MSC 1002, Building 10, B3B69B, Bethesda, MD 20892 USA
| | - Kevin Camphausen
- grid.48336.3a0000 0004 1936 8075Radiation Oncology Branch, National Cancer Institute, 10 Center Drive-MSC 1002, Building 10, B3B69B, Bethesda, MD 20892 USA
| | - Philip J. Tofilon
- grid.48336.3a0000 0004 1936 8075Radiation Oncology Branch, National Cancer Institute, 10 Center Drive-MSC 1002, Building 10, B3B69B, Bethesda, MD 20892 USA
| |
Collapse
|
9
|
circSMARCA5 Is an Upstream Regulator of the Expression of miR-126-3p, miR-515-5p, and Their mRNA Targets, Insulin-like Growth Factor Binding Protein 2 ( IGFBP2) and NRAS Proto-Oncogene, GTPase ( NRAS) in Glioblastoma. Int J Mol Sci 2022; 23:ijms232213676. [PMID: 36430152 PMCID: PMC9690846 DOI: 10.3390/ijms232213676] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 11/03/2022] [Accepted: 11/06/2022] [Indexed: 11/10/2022] Open
Abstract
The involvement of non-coding RNAs (ncRNAs) in glioblastoma multiforme (GBM) pathogenesis and progression has been ascertained but their cross-talk within GBM cells remains elusive. We previously demonstrated the role of circSMARCA5 as a tumor suppressor (TS) in GBM. In this paper, we explore the involvement of circSMARCA5 in the control of microRNA (miRNA) expression in GBM. By using TaqMan® low-density arrays, the expression of 748 miRNAs was assayed in U87MG overexpressing circSMARCA5. Differentially expressed (DE) miRNAs were validated through single TaqMan® assays in: (i) U87MG overexpressing circSMARCA5; (ii) four additional GBM cell lines (A172; CAS-1; SNB-19; U251MG); (iii) thirty-eight GBM biopsies; (iv) twenty biopsies of unaffected brain parenchyma (UC). Validated targets of DE miRNAs were selected from the databases TarBase and miRTarbase, and the literature; their expression was inferred from the GBM TCGA dataset. Expression was assayed in U87MG overexpressing circSMARCA5, GBM cell lines, and biopsies through real-time PCR. TS miRNAs 126-3p and 515-5p were upregulated following circSMARCA5 overexpression in U87MG and their expression was positively correlated with that of circSMARCA5 (r-values = 0.49 and 0.50, p-values = 9 × 10-5 and 7 × 10-5, respectively) in GBM biopsies. Among targets, IGFBP2 (target of miR-126-3p) and NRAS (target of miR-515-5p) mRNAs were positively correlated (r-value = 0.46, p-value = 0.00027), while their expression was negatively correlated with that of circSMARCA5 (r-values = -0.58 and -0.30, p-values = 0 and 0.019, respectively), miR-126-3p (r-value = -0.36, p-value = 0.0066), and miR-515-5p (r-value = -0.34, p-value = 0.010), respectively. Our data identified a new GBM subnetwork controlled by circSMARCA5, which regulates downstream miRNAs 126-3p and 515-5p, and their mRNA targets IGFBP2 and NRAS.
Collapse
|
10
|
MicroRNA and mRNA Expression Changes in Glioblastoma Cells Cultivated under Conditions of Neurosphere Formation. Curr Issues Mol Biol 2022; 44:5294-5311. [PMID: 36354672 PMCID: PMC9688839 DOI: 10.3390/cimb44110360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 10/21/2022] [Accepted: 10/27/2022] [Indexed: 11/29/2022] Open
Abstract
Glioblastoma multiforme (GBM) is one of the most highly metastatic cancers. The study of the pathogenesis of GBM, as well as the development of targeted oncolytic drugs, require the use of actual cell models, in particular, the use of 3D cultures or neurospheres (NS). During the formation of NS, the adaptive molecular landscape of the transcriptome, which includes various regulatory RNAs, changes. The aim of this study was to reveal changes in the expression of microRNAs (miRNAs) and their target mRNAs in GBM cells under conditions of NS formation. Neurospheres were obtained from both immortalized U87 MG and patient-derived BR3 GBM cell cultures. Next generation sequencing analysis of small and long RNAs of adherent and NS cultures of GBM cells was carried out. It was found that the formation of NS proceeds with an increase in the level of seven and a decrease in the level of 11 miRNAs common to U87 MG and BR3, as well as an increase in the level of 38 and a decrease in the level of 12 mRNA/lncRNA. Upregulation of miRNAs hsa-miR: -139-5p; -148a-3p; -192-5p; -218-5p; -34a-5p; and -381-3p are accompanied by decreased levels of their target mRNAs: RTN4, FLNA, SH3BP4, DNPEP, ETS2, MICALL1, and GREM1. Downregulation of hsa-miR: -130b-5p, -25-5p, -335-3p and -339-5p occurs with increased levels of mRNA-targets BDKRB2, SPRY4, ERRFI1 and TGM2. The involvement of SPRY4, ERRFI1, and MICALL1 mRNAs in the regulation of EGFR/FGFR signaling highlights the role of hsa-miR: -130b-5p, -25-5p, -335-3p, and -34a-5p not only in the formation of NS, but also in the regulation of malignant growth and invasion of GBM. Our data provide the basis for the development of new approaches to the diagnosis and treatment of GBM.
Collapse
|
11
|
Extracellular Vesicles Secreted by Glioma Stem Cells Are Involved in Radiation Resistance and Glioma Progression. Int J Mol Sci 2022; 23:ijms23052770. [PMID: 35269915 PMCID: PMC8911495 DOI: 10.3390/ijms23052770] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 02/25/2022] [Accepted: 02/26/2022] [Indexed: 02/01/2023] Open
Abstract
Glioblastoma is the most aggressive brain tumour with short survival, partly due to resistance to conventional therapy. Glioma stem cells (GSC) are likely to be involved in treatment resistance, by releasing extracellular vesicles (EVs) containing specific molecular cargoes. Here, we studied the EVs secreted by glioma stem cells (GSC-EVs) and their effects on radiation resistance and glioma progression. EVs were isolated from 3 GSCs by serial centrifugation. NanoSight measurement, cryo-electron microscopy and live imaging were used to study the EVs size, morphology and uptake, respectively. The non-GSC glioma cell lines LN229 and U118 were utilised as a recipient cell model. Wound healing assays were performed to detect cell migration. Colony formation, cell viability and invadopodium assays were conducted to detect cell survival of irradiated recipient cells and cell invasion post GSC-EV treatment. NanoString miRNA global profiling was used to select for the GSC-EVs’ specific miRNAs. All three GSC cell lines secreted different amounts of EVs, and all expressed consistent levels of CD9 but different level of Alix, TSG101 and CD81. EVs were taken up by both LN229 and U118 recipient cells. In the presence of GSC-EVs, these recipient cells survived radiation exposure and initiated colony formation. After GSC-EVs exposure, LN229 and U118 cells exhibited an invasive phenotype, as indicated by an increase in cell migration. We also identified 25 highly expressed miRNAs in the GSC-EVs examined, and 8 of these miRNAs can target PTEN. It is likely that GSC-EVs and their specific miRNAs induced the phenotypic changes in the recipient cells due to the activation of the PTEN/Akt pathway. This study demonstrated that GSC-EVs have the potential to induce radiation resistance and modulate the tumour microenvironment to promote glioma progression. Future therapeutic studies should be designed to interfere with these GSC-EVs and their specific miRNAs.
Collapse
|
12
|
van Asperen JV, Robe PA, Hol EM. GFAP Alternative Splicing and the Relevance for Disease – A Focus on Diffuse Gliomas. ASN Neuro 2022; 14:17590914221102065. [PMID: 35673702 PMCID: PMC9185002 DOI: 10.1177/17590914221102065] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Glial fibrillary acidic protein (GFAP) is an intermediate filament protein that is
characteristic for astrocytes and neural stem cells, and their malignant analogues in
glioma. Since the discovery of the protein 50 years ago, multiple alternative splice
variants of the GFAP gene have been discovered, leading to different GFAP isoforms. In
this review, we will describe GFAP isoform expression from gene to protein to network,
taking the canonical isoforms GFAPα and the main alternative variant GFAPδ as the starting
point. We will discuss the relevance of studying GFAP and its isoforms in disease, with a
specific focus on diffuse gliomas.
Collapse
Affiliation(s)
- Jessy V. van Asperen
- Department of Translational Neuroscience, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Pierre A.J.T. Robe
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, University Utrecht, Utrecht, The Netherlands
| | - Elly M. Hol
- Department of Translational Neuroscience, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
| |
Collapse
|
13
|
Herrera-Oropeza GE, Angulo-Rojo C, Gástelum-López SA, Varela-Echavarría A, Hernández-Rosales M, Aviña-Padilla K. Glioblastoma multiforme: a multi-omics analysis of driver genes and tumour heterogeneity. Interface Focus 2021; 11:20200072. [PMID: 34123356 PMCID: PMC8193468 DOI: 10.1098/rsfs.2020.0072] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 12/20/2022] Open
Abstract
Glioblastoma (GBM) is the most aggressive and common brain cancer in adults with the lowest life expectancy. The current neuro-oncology practice has incorporated genes involved in key molecular events that drive GBM tumorigenesis as biomarkers to guide diagnosis and design treatment. This study summarizes findings describing the significant heterogeneity of GBM at the transcriptional and genomic levels, emphasizing 18 driver genes with clinical relevance. A pattern was identified fitting the stem cell model for GBM ontogenesis, with an upregulation profile for MGMT and downregulation for ATRX, H3F3A, TP53 and EGFR in the mesenchymal subtype. We also detected overexpression of EGFR, NES, VIM and TP53 in the classical subtype and of MKi67 and OLIG2 genes in the proneural subtype. Furthermore, we found a combination of the four biomarkers EGFR, NES, OLIG2 and VIM with a remarkable differential expression pattern which confers them a strong potential to determine the GBM molecular subtype. A unique distribution of somatic mutations was found for the young and adult population, particularly for genes related to DNA repair and chromatin remodelling, highlighting ATRX, MGMT and IDH1. Our results also revealed that highly lesioned genes undergo differential regulation with particular biological pathways for young patients. This multi-omic analysis will help delineate future strategies related to the use of these molecular markers for clinical decision-making in the medical routine.
Collapse
Affiliation(s)
- Gabriel Emilio Herrera-Oropeza
- Instituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, Mexico.,Centre for Developmental Neurobiology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Carla Angulo-Rojo
- Centro de Investigación Aplicada a la Salud, Facultad de Medicina, Universidad Autónoma de Sinaloa, Culiacán, Sinaloa, Mexico
| | - Santos Alberto Gástelum-López
- Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional, Instituto Politécnico Nacional, Guasave, Sinaloa, Mexico
| | | | | | - Katia Aviña-Padilla
- Instituto de Neurobiología, Universidad Nacional Autónoma de México, Querétaro, Mexico.,Centro de Investigación y de Estudios Avanzados del IPN, Unidad Irapuato, Guanajuato, Mexico
| |
Collapse
|
14
|
Tomei S, Volontè A, Ravindran S, Mazzoleni S, Wang E, Galli R, Maccalli C. MicroRNA Expression Profile Distinguishes Glioblastoma Stem Cells from Differentiated Tumor Cells. J Pers Med 2021; 11:jpm11040264. [PMID: 33916317 PMCID: PMC8066769 DOI: 10.3390/jpm11040264] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 03/03/2021] [Accepted: 03/16/2021] [Indexed: 02/07/2023] Open
Abstract
Glioblastoma (GBM) represents the most common and aggressive tumor of the brain. Despite the fact that several studies have recently addressed the molecular mechanisms underlying the disease, its etiology and pathogenesis are still poorly understood. GBM displays poor prognosis and its resistance to common therapeutic approaches makes it a highly recurrent tumor. Several studies have identified a subpopulation of tumor cells, known as GBM cancer stem cells (CSCs) characterized by the ability of self-renewal, tumor initiation and propagation. GBM CSCs have been shown to survive GBM chemotherapy and radiotherapy. Thus, targeting CSCs represents a promising approach to treat GBM. Recent evidence has shown that GBM is characterized by a dysregulated expression of microRNA (miRNAs). In this study we have investigated the difference between human GBM CSCs and their paired autologous differentiated tumor cells. Array-based profiling and quantitative Real-Time PCR (qRT-PCR) were performed to identify miRNAs differentially expressed in CSCs. The Cancer Genome Atlas (TCGA) data were also interrogated, and functional interpretation analysis was performed. We have identified 14 miRNAs significantly differentially expressed in GBM CSCs (p < 0.005). MiR-21 and miR-95 were among the most significantly deregulated miRNAs, and their expression was also associated to patient survival. We believe that the data provided here carry important implications for future studies aiming at elucidating the molecular mechanisms underlying GBM.
Collapse
Affiliation(s)
- Sara Tomei
- Research Department, Sidra Medicine, Doha PO26999, Qatar; (S.R.); (C.M.)
- Correspondence: ; Tel.: +974-4003-7681
| | - Andrea Volontè
- Unit of Immuno-Biotherapy of Melanoma and Solid Tumors, Division of Molecular Oncology, San Raffaele Foundation Scientific Institute, 20132 Milan, Italy;
| | - Shilpa Ravindran
- Research Department, Sidra Medicine, Doha PO26999, Qatar; (S.R.); (C.M.)
| | - Stefania Mazzoleni
- Neural Stem Cell Biology Unit, Division of Neuroscience, San Raffaele Scientific Institute, 20132 Milan, Italy; (S.M.); (R.G.)
| | - Ena Wang
- Infectious Disease and Immunogenetics Section (IDIS), Department of Transfusion Medicine, Clinical Center, and Center for Human Immunology (CHI) National Institutes of Health, Bethesda, MD 20892, USA;
| | - Rossella Galli
- Neural Stem Cell Biology Unit, Division of Neuroscience, San Raffaele Scientific Institute, 20132 Milan, Italy; (S.M.); (R.G.)
| | - Cristina Maccalli
- Research Department, Sidra Medicine, Doha PO26999, Qatar; (S.R.); (C.M.)
| |
Collapse
|
15
|
Oncolytic Virus Therapy Alters the Secretome of Targeted Glioblastoma Cells. Cancers (Basel) 2021; 13:cancers13061287. [PMID: 33799381 PMCID: PMC7999647 DOI: 10.3390/cancers13061287] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 03/08/2021] [Accepted: 03/09/2021] [Indexed: 12/21/2022] Open
Abstract
Simple Summary Proteins secreted by cancer cells in response to oncolytic virus anti-tumor therapy constitute the instructions for the immune cells. Yet as there are hundreds of proteins, including those encapsulated in vesicles, whose message drives the mobilization of immune cells, we aimed to decipher the instruction sent by cancer cells in response to therapy. Searching the cataloged vesicle and vesicle-free secreted proteins, we found that the proteins associated with the favorable survival of brain cancer patients were those that have the power to mobilize the immune cells. Thus, this approach established cancer-secreted contributors to the immune–therapeutic effect of the oncolytic virus. Abstract Oncolytic virus (OV) therapy, which is being tested in clinical trials for glioblastoma, targets cancer cells, while triggering immune cells. Yet OV sensitivity varies from patient to patient. As OV therapy is regarded as an anti-tumor vaccine, by making OV-infected cancer cells secrete immunogenic proteins, linking these proteins to transcriptome would provide a measuring tool to predict their sensitivity. A set of six patient-derived glioblastoma cells treated ex-vivo with herpes simplex virus type 1 (HSV1) modeled a clinical setting of OV infection. The cellular transcriptome and secreted proteome (separated into extracellular vesicles (EV) and EV-depleted fractions) were analyzed by gene microarray and mass-spectroscopy, respectively. Data validation and in silico analysis measured and correlated the secretome content with the response to infection and patient survival. Glioblastoma cells reacted to the OV infection in a seemingly dissimilar fashion, but their transcriptomes changed in the same direction. Therefore, the upregulation of transcripts encoding for secreted proteins implies a common thread in the response of cancer cells to infection. Indeed, the OV-driven secretome is linked to the immune response. While these proteins have distinct membership in either EV or EV-depleted fractions, it is their co-secretion that augments the immune response and associates with favorable patient outcomes.
Collapse
|
16
|
Lopes MB, Martins EP, Vinga S, Costa BM. The Role of Network Science in Glioblastoma. Cancers (Basel) 2021; 13:1045. [PMID: 33801334 PMCID: PMC7958335 DOI: 10.3390/cancers13051045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 02/19/2021] [Accepted: 02/22/2021] [Indexed: 12/13/2022] Open
Abstract
Network science has long been recognized as a well-established discipline across many biological domains. In the particular case of cancer genomics, network discovery is challenged by the multitude of available high-dimensional heterogeneous views of data. Glioblastoma (GBM) is an example of such a complex and heterogeneous disease that can be tackled by network science. Identifying the architecture of molecular GBM networks is essential to understanding the information flow and better informing drug development and pre-clinical studies. Here, we review network-based strategies that have been used in the study of GBM, along with the available software implementations for reproducibility and further testing on newly coming datasets. Promising results have been obtained from both bulk and single-cell GBM data, placing network discovery at the forefront of developing a molecularly-informed-based personalized medicine.
Collapse
Affiliation(s)
- Marta B. Lopes
- Center for Mathematics and Applications (CMA), FCT, UNL, 2829-516 Caparica, Portugal
- NOVA Laboratory for Computer Science and Informatics (NOVA LINCS), FCT, UNL, 2829-516 Caparica, Portugal
| | - Eduarda P. Martins
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; (E.P.M.); (B.M.C.)
- ICVS/3B’s—PT Government Associate Laboratory, 4710-057/4805-017 Braga/Guimarães, Portugal
| | - Susana Vinga
- INESC-ID, Instituto Superior Técnico, Universidade de Lisboa, 1000-029 Lisbon, Portugal;
- IDMEC, Instituto Superior Técnico, Universidade de Lisboa, 1049-001 Lisbon, Portugal
| | - Bruno M. Costa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; (E.P.M.); (B.M.C.)
- ICVS/3B’s—PT Government Associate Laboratory, 4710-057/4805-017 Braga/Guimarães, Portugal
| |
Collapse
|
17
|
Eckerdt FD, Bell JB, Gonzalez C, Oh MS, Perez RE, Mazewski C, Fischietti M, Goldman S, Nakano I, Platanias LC. Combined PI3Kα-mTOR Targeting of Glioma Stem Cells. Sci Rep 2020; 10:21873. [PMID: 33318517 PMCID: PMC7736588 DOI: 10.1038/s41598-020-78788-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 11/26/2020] [Indexed: 12/22/2022] Open
Abstract
Glioblastoma (GBM) is the most common and lethal primary intrinsic tumour of the adult brain and evidence indicates disease progression is driven by glioma stem cells (GSCs). Extensive advances in the molecular characterization of GBM allowed classification into proneural, mesenchymal and classical subtypes, and have raised expectations these insights may predict response to targeted therapies. We utilized GBM neurospheres that display GSC characteristics and found activation of the PI3K/AKT pathway in sphere-forming cells. The PI3Kα selective inhibitor alpelisib blocked PI3K/AKT activation and inhibited spheroid growth, suggesting an essential role for the PI3Kα catalytic isoform. p110α expression was highest in the proneural subtype and this was associated with increased phosphorylation of AKT. Further, employing the GBM BioDP, we found co-expression of PIK3CA with the neuronal stem/progenitor marker NES was associated with poor prognosis in PN GBM patients, indicating a unique role for PI3Kα in PN GSCs. Alpelisib inhibited GSC neurosphere growth and these effects were more pronounced in GSCs of the PN subtype. The antineoplastic effects of alpelisib were substantially enhanced when combined with pharmacologic mTOR inhibition. These findings identify the alpha catalytic PI3K isoform as a unique therapeutic target in proneural GBM and suggest that pharmacological mTOR inhibition may sensitize GSCs to selective PI3Kα inhibition.
Collapse
Affiliation(s)
- Frank D Eckerdt
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA. .,Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
| | - Jonathan B Bell
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA
| | - Christopher Gonzalez
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA
| | - Michael S Oh
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA
| | - Ricardo E Perez
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA.,Division of Hematology/Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Candice Mazewski
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA.,Division of Hematology/Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Mariafausta Fischietti
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA.,Division of Hematology/Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Stewart Goldman
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA.,Division of Hematology/Oncology/Stem Cell Transplantation, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Ichiro Nakano
- Department of Neurosurgery and O'Neil Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Leonidas C Platanias
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 303 East Superior Street, Lurie 3-220, Chicago, IL, 60611, USA.,Division of Hematology/Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Medicine Service, Jesse Brown VA Medical Center, Chicago, IL, USA
| |
Collapse
|
18
|
Bronisz A, Rooj AK, Krawczyński K, Peruzzi P, Salińska E, Nakano I, Purow B, Chiocca EA, Godlewski J. The nuclear DICER-circular RNA complex drives the deregulation of the glioblastoma cell microRNAome. SCIENCE ADVANCES 2020; 6:eabc0221. [PMID: 33328224 PMCID: PMC7744081 DOI: 10.1126/sciadv.abc0221] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 11/02/2020] [Indexed: 05/16/2023]
Abstract
The assortment of cellular microRNAs ("microRNAome") is a vital readout of cellular homeostasis, but the mechanisms that regulate the microRNAome are poorly understood. The microRNAome of glioblastoma is substantially down-regulated in comparison to the normal brain. Here, we find malfunction of the posttranscriptional maturation of the glioblastoma microRNAome and link it to aberrant nuclear localization of DICER, the major enzymatic complex responsible for microRNA maturation. Analysis of DICER's nuclear interactome reveals the presence of an RNA binding protein, RBM3, and of a circular RNA, circ2082, within the complex. Targeting of this complex by knockdown of circ2082 results in the restoration of cytosolic localization of DICER and widespread derepression of the microRNAome, leading to transcriptome-wide rearrangements that mitigate the tumorigenicity of glioblastoma cells in vitro and in vivo with correlation to favorable outcomes in patients with glioblastoma. These findings uncover the mechanistic foundation of microRNAome deregulation in malignant cells.
Collapse
Affiliation(s)
- A Bronisz
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Neurochemistry, Mossakowski Medical Research Centre of Polish Academy of Sciences, Warsaw, Poland
| | - A K Rooj
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - K Krawczyński
- Department of Neurochemistry, Mossakowski Medical Research Centre of Polish Academy of Sciences, Warsaw, Poland
| | - P Peruzzi
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - E Salińska
- Department of Neurochemistry, Mossakowski Medical Research Centre of Polish Academy of Sciences, Warsaw, Poland
| | - I Nakano
- Department of Neurosurgery, University of Alabama, Birmingham, AL, USA
| | - B Purow
- Department of Neurology, University of Virginia, Charlottesville, VA, USA
| | - E A Chiocca
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - J Godlewski
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Neurochemistry, Mossakowski Medical Research Centre of Polish Academy of Sciences, Warsaw, Poland
| |
Collapse
|
19
|
Kim HJ, Kim DY. Present and Future of Anti-Glioblastoma Therapies: A Deep Look into Molecular Dependencies/Features. Molecules 2020; 25:molecules25204641. [PMID: 33053763 PMCID: PMC7587213 DOI: 10.3390/molecules25204641] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 10/07/2020] [Accepted: 10/09/2020] [Indexed: 12/15/2022] Open
Abstract
Glioblastoma (GBM) is aggressive malignant tumor residing within the central nervous system. Although the standard treatment options, consisting of surgical resection followed by combined radiochemotherapy, have long been established for patients with GBM, the prognosis is still poor. Despite recent advances in diagnosis, surgical techniques, and therapeutic approaches, the increased patient survival after such interventions is still sub-optimal. The unique characteristics of GBM, including highly infiltrative nature, hard-to-access location (mainly due to the existence of the blood brain barrier), frequent and rapid recurrence, and multiple drug resistance mechanisms, pose challenges to the development of an effective treatment. To overcome current limitations on GBM therapy and devise ideal therapeutic strategies, efforts should focus on an improved molecular understanding of GBM pathogenesis. In this review, we summarize the molecular basis for the development and progression of GBM as well as some emerging therapeutic approaches.
Collapse
Affiliation(s)
- Hyeon Ji Kim
- Department of Pharmacology, School of Dentistry, Kyungpook National University, Daegu 41940, Korea;
| | - Do-Yeon Kim
- Department of Pharmacology, School of Dentistry, Brain Science and Engineering Institute, Kyungpook National University, Daegu 41940, Korea
- Correspondence: ; Tel.: +82-53-660-6880
| |
Collapse
|
20
|
Aguennouz M, Polito F, Visalli M, Vita G, Raffa G, Oteri R, Ghazi B, Scalia G, Angileri FF, Barresi V, Caffo M, Cardali S, Conti A, Macaione V, Bartolotta M, Giorgio RD, Germanò A. microRNA-10 and -221 modulate differential expression of Hippo signaling pathway in human astroglial tumors. Cancer Treat Res Commun 2020; 24:100203. [PMID: 32777750 DOI: 10.1016/j.ctarc.2020.100203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/07/2020] [Accepted: 07/20/2020] [Indexed: 10/23/2022]
Abstract
Gliomas represent over 70% of all brain tumors, they are highly invasive and structurally vascular neoplasms. Despite the latest technological advance in neuro-surgery the survival of patients with high-grade glioma remains poor. The lack of robust treatment options has propelled the search for new markers that may able allow the identification of patients who can benefit from molecularly targeted therapies. The Hippo signaling pathway is considered as a key regulator of tissue homeostasis, cell proliferation and apoptosis, and alterations of this pathway seem to contribute to tumorigenesis. Yes-associated protein (YAP1) is a downstream target of the Hippo pathway which acts as a transcription co-activator. In cancer, YAP1 has been reported to function either as an oncogene or tumor suppressor, depending on the cell context. The aim of this study was to examine the expression of YAP1, Survivin and LATS1 kinase activity in human astroglial tumors with different grades of malignancy. Moreover, we also investigated the expression of miR-221 and miR-10b and their relationship with core molecules of the Hippo pathway. Our results showed the overexpression of YAP1 and Survivin as well as a decreased activity of large tumor suppressor 1 (LATS1) in high-grade glioblastoma versus anaplastic astrocytoma and low-grade glioma. Furthermore, we also demonstrated that miR-221 and miR-10b are specifically involved in Hippo signaling via LATS1 regulation and that their knockdown significantly decreased glioma cell proliferation. This preliminary data confirmed the crucial role of the Hippo pathway in cancer and suggested that miR-221 and miR-10b could be potential therapeutic targets for glioma treatment.
Collapse
Affiliation(s)
- M'hammed Aguennouz
- Department of Clinical and Experimental Medicine, University of Messina, Italy; Department of Medicine, Mohammed VI University of Health Sciences Casablanca, Casablanca, Morocco.
| | - Francesca Polito
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Maria Visalli
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Gianluca Vita
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Giovanni Raffa
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Rosaria Oteri
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Bouchra Ghazi
- Department of Medicine, Mohammed VI University of Health Sciences Casablanca, Casablanca, Morocco
| | - Gianluca Scalia
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Flavio F Angileri
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Valeria Barresi
- Department of Diagnostics and Public Health, University of Verona, Italy
| | - Maria Caffo
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Salvatore Cardali
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| | - Alfredo Conti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Italy
| | - Vincenzo Macaione
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Marcello Bartolotta
- Department of Adult and Childhood Human Pathology, University of Messina, Italy
| | | | - Antonino Germanò
- Department of Biomedical Sciences, Dentistry, Morphological and Functional Imaging, University of Messina, Italy
| |
Collapse
|
21
|
Zhang Z, Xu J, Chen Z, Wang H, Xue H, Yang C, Guo Q, Qi Y, Guo X, Qian M, Wang S, Qiu W, Gao X, Zhao R, Guo X, Li G. Transfer of MicroRNA via Macrophage-Derived Extracellular Vesicles Promotes Proneural-to-Mesenchymal Transition in Glioma Stem Cells. Cancer Immunol Res 2020; 8:966-981. [PMID: 32350000 DOI: 10.1158/2326-6066.cir-19-0759] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 02/11/2020] [Accepted: 04/22/2020] [Indexed: 11/16/2022]
Abstract
Proneural-to-mesenchymal transition (PMT) is a common process in glioblastoma (GBM) progression that leads to increased radiotherapy resistance. However, the mechanism underlying PMT is poorly understood. Here, we found that tumor-associated macrophages triggered PMT in glioma stem cells (GSC) via small extracellular vesicles (sEV). sEVs from monocyte-derived macrophages transferred miR-27a-3p, miR-22-3p, and miR-221-3p to GSCs, and these miRNAs promoted several mesenchymal phenotypes in proneural (PN) GSCs by simultaneously targeting CHD7 We found that CHD7 played a critical role in the maintenance of the PN phenotype, and CHD7 knockdown significantly promoted PMT in GSCs via the RelB/P50 and p-STAT3 pathways. The induction of PMT by sEVs containing miR-27a-3p, miR-22-3p, and miR-221-3p in a xenograft nude mouse model exacerbated radiotherapy resistance and thus decreased the benefits of radiotherapy. Collectively, these findings identified macrophage-derived sEVs as key regulators of PMT in GSCs and demonstrated that CHD7 is a novel inhibitor of PMT.
Collapse
Affiliation(s)
- Zongpu Zhang
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Jianye Xu
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Zihang Chen
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Huizhi Wang
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Hao Xue
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Chunlei Yang
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Qindong Guo
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Yanhua Qi
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Xiaofan Guo
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Mingyu Qian
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Shaobo Wang
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Wei Qiu
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Xiao Gao
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Rongrong Zhao
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Xing Guo
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China. .,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| | - Gang Li
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China. .,Shandong Key Laboratory of Brain Function Remodeling, Jinan, Shandong, China.,Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, Shandong, China
| |
Collapse
|
22
|
Sproull M, Mathen P, Miller CA, Mackey M, Cooley T, Smart D, Shankavaram U, Camphausen K. A Serum Proteomic Signature Predicting Survival in Patients with Glioblastoma. ACTA ACUST UNITED AC 2019; 4. [PMID: 33884377 DOI: 10.16966/2576-5833.117] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Purpose Glioblastoma (GBM) is the most common form of brain tumor and has a uniformly poor prognosis. Development of prognostic biomarkers in easily accessible serum samples have the potential to improve the outcomes of patients with GBM through personalized therapy planning. Material/Methods In this study pre-treatment serum samples from 30 patients newly diagnosed with GBM were evaluated using a 40-protein multiplex ELISA platform. Analysis of potentially relevant gene targets using The Cancer Genome Atlas database was done using the Glioblastoma Bio Discovery Portal (GBM-BioDP). A ten-biomarker subgroup of clinically relevant molecules was selected using a functional grouping analysis of the 40 plex genes with two genes selected from each group on the basis of degree of variance, lack of co-linearity with other biomarkers and clinical interest. A Multivariate Cox proportional hazard approach was used to analyze the relationship between overall survival (OS), gene expression, and resection status as covariates. Results Thirty of 40 of the MSD molecules mapped to known genes within TCGA and separated the patient cohort into two main clusters centered predominantly around a grouping of classical and proneural versus the mesenchymal subtype as classified by Verhaak. Using the values for the 30 proteins in a prognostic index (PI) demonstrated that patients in the entire cohort with a PI below the median lived longer than those patients with a PI above the median (HR 1.8, p=0.001) even when stratified by both age and MGMT status. This finding was also consistent within each Verhaak subclass and highly significant (range p=0.0001-0.011). Additionally, a subset of ten proteins including, CRP, SAA, VCAM1, VEGF, MDC, TNFA, IL7, IL8, IL10, IL16 were found to have prognostic value within the TCGA database and a positive correlation with overall survival in GBM patients who had received gross tumor resection followed by conventional radiation therapy and temozolomide treatment concurrent with the addition of valproic acid. Conclusion These findings demonstrate that proteomic approaches to the development of prognostic assays for treatment of GBM may hold potential clinical value.
Collapse
Affiliation(s)
- Mary Sproull
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland USA
| | - Peter Mathen
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland USA
| | | | - Megan Mackey
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland USA
| | - Teresa Cooley
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland USA
| | - Deedee Smart
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland USA
| | - Uma Shankavaram
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland USA
| | - Kevin Camphausen
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland USA
| |
Collapse
|
23
|
Shin J, Choi JH, Jung S, Jeong S, Oh J, Yoon DY, Rhee MH, Ahn J, Kim SH, Oh JW. MUDENG Expression Profiling in Cohorts and Brain Tumor Biospecimens to Evaluate Its Role in Cancer. Front Genet 2019; 10:884. [PMID: 31616474 PMCID: PMC6763691 DOI: 10.3389/fgene.2019.00884] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 08/21/2019] [Indexed: 01/22/2023] Open
Abstract
Mu-2-related death-inducing gene (MUDENG, MuD) has been reported to be involved in the tumor necrosis factor-related apoptosis-inducing ligand (TRAIL)-associated apoptotic pathway of glioblastoma multiforme (GBM) cells; however, its expression level, interactors, and role in tumors are yet to be discovered. To investigate whether MuD expression correlates with cancer progression, we analyzed The Cancer Genome Atlas (TCGA) database using UALCAN and Gene Expression Profiling Interactive Analysis (GEPIA). Differential expression of MuD was detected in 6 and 10 cancer types, respectively. Validation performed using data from the Gene Expression Omnibus database showed that MuD expression is downregulated in KIRC tumor and correlate with higher chance of survival. Upregulation of MuD expression in GBM tumors was detected through GEPIA and high MuD expression correlated with higher survival in proneural GBM, whereas the opposite was observed in classical GBM subtype. GBM biospecimens analysis shows that MuD protein level was upregulated in three of six specimens, whereas mRNA level remained relatively unaltered. Therefore, MuD may exert differential effects according to subtypes, and/or be subjected to post-translational regulation in GBM. Correlation analysis between GBM cohort database and experiments using GBM cell lines revealed its positive effect on regulation of protein phosphatase 2 regulatory subunit B’Epsilon (PPP2R5E) and son of sevenless homolog 2 (SOS2). STRING database analysis indicated that the components of adaptor protein complexes putatively interacted with MuD but showed no correlation in terms of survival of patients with different GBM subtypes. In summary, we analyzed the expression of MuD in publicly available cancer patient data sets, GBM cell lines, and biospecimens to demonstrate its potential role as a biomarker for cancer prognosis and identified its candidate interacting molecules.
Collapse
Affiliation(s)
- Juhyun Shin
- Animal Resources Research Center, Konkuk University, Seoul, South Korea.,Department of Stem Cell and Regenerative Biotechnology, Konkuk University, Seoul, South Korea
| | - Jun-Ha Choi
- Department of Stem Cell and Regenerative Biotechnology, Konkuk University, Seoul, South Korea
| | - Seunghwa Jung
- Department of Stem Cell and Regenerative Biotechnology, Konkuk University, Seoul, South Korea
| | - Somi Jeong
- Department of Stem Cell and Regenerative Biotechnology, Konkuk University, Seoul, South Korea
| | - Jeongheon Oh
- Department of Stem Cell and Regenerative Biotechnology, Konkuk University, Seoul, South Korea
| | - Do-Young Yoon
- Department of Bioscience and Biotechnology, Konkuk Institute of Technology, Konkuk University, Seoul, South Korea
| | - Man Hee Rhee
- Department of Veterinary Medicine, College of Veterinary Medicine, Kyungpook National University, Daegu, South Korea
| | - Jaehong Ahn
- Department of Ophthalmology, Ajou University School of Medicine, Suwon, South Korea
| | - Se-Hyuk Kim
- Department of Neurosurgery, Ajou University School of Medicine, Suwon, South Korea
| | - Jae-Wook Oh
- Animal Resources Research Center, Konkuk University, Seoul, South Korea.,Department of Stem Cell and Regenerative Biotechnology, Konkuk University, Seoul, South Korea
| |
Collapse
|
24
|
Guo X, Luo Z, Xia T, Wu L, Shi Y, Li Y. Identification of miRNA signature associated with BMP2 and chemosensitivity of TMZ in glioblastoma stem-like cells. Genes Dis 2019; 7:424-439. [PMID: 32884997 PMCID: PMC7452549 DOI: 10.1016/j.gendis.2019.09.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 06/12/2019] [Accepted: 09/04/2019] [Indexed: 01/01/2023] Open
Abstract
Glioblastoma multiform (GBM) is the most lethal intracranial tumor in adults. Glioblastoma stem-like cells (GSCs) are responsible for tumorigenesis and chemotherapy resistance. BMPs are known to increase temozolomide (TMZ) response in GSCs, however, the intracellular molecular mechanism remains largely unknown. In this study, we built a GSC cell model called U87S, and performed RNA sequencing to identify differentially expressed (DE) miRNA profiles in U87S cells treated with BMP2, TMZ or combined BMP2 and TMZ respectively. Bioinformatics analysis revealed that most DE miRNAs were involved in the cancer pathways, suggesting their crucial roles in gliomagenesis. Eight miRNAs from RNA-seq were validated. Four out of these miRNAs (has-miR-199a-3p, hsa-miR-374b-5p, hsa-miR-320d, and hsa-miR-339-5p) were found significantly up-regulated in GBM tumor tissues. One of them, hsa-miR-199a-3p, was significantly correlated with the survival of GBM patients, and differentially expressed in U87S cells. Expression of hsa-miR-199a-3p was up-regulated by BMP. Overexpression of hsa-miR-199a-3p in U87S cells inhibited cell viability and enhanced the cytotoxicity of TMZ. And activation of BMP boosted the effect of hsa-miR-199a-3p on cell viability and TMZ-mediated cytotoxicity. Besides, expressions of five predicted targets of hsa-miR-199a-3p were evaluated. Four of them were differentially expressed in GBM tumors. And one of them, SLC22A18, was associated with the survival of GBM patients. In the end, a hsa-miR-199a-3p-mediated ceRNA network was constructed for the convenience of future study. Together, our data provided DE miRNA expression profiles associated with BMP2 and TMZ in GSCs, which might lead to finding out miRNA-based target therapies that specially target GSCs.
Collapse
Affiliation(s)
- Xiaoyu Guo
- Life Science Institute, Chongqing Medical University, Chongqing, China
| | - Ziguo Luo
- Life Science Institute, Chongqing Medical University, Chongqing, China
| | - Tong Xia
- Life Science Institute, Chongqing Medical University, Chongqing, China
| | - Lanxiang Wu
- Life Science Institute, Chongqing Medical University, Chongqing, China
| | - Yanshu Shi
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Ying Li
- Life Science Institute, Chongqing Medical University, Chongqing, China
| |
Collapse
|
25
|
Guda MR, Labak CM, Omar SI, Asuthkar S, Airala S, Tuszynski J, Tsung AJ, Velpula KK. GLUT1 and TUBB4 in Glioblastoma Could be Efficacious Targets. Cancers (Basel) 2019; 11:cancers11091308. [PMID: 31491891 PMCID: PMC6771132 DOI: 10.3390/cancers11091308] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 08/15/2019] [Accepted: 08/27/2019] [Indexed: 01/07/2023] Open
Abstract
Glioblastoma multiforme (GBM) is the most aggressive and deadly brain tumor, portending a median 13-month survival even following gross total resection with adjuvant chemotherapy and radiotherapy. This prognosis necessitates improved therapies for the disease. A target of interest for novel chemotherapies is the Warburg Effect, which describes the tumor's shift away from oxidative phosphorylation towards glycolysis. Here, we elucidate GLUT1 (Glucose transporter 1) and one of its associated binding partners, TUBB4 (Tubulin 4), as potentially druggable targets in GBM. Using data mining approach, we demonstrate that GLUT1 is overexpressed as a function of tumor grade in astrocytoma's and that its overexpression is associated with poorer prognosis. Using both mass spectrometry performed on hGBM (human glioblastoma patient specimen) and in silico modeling, we show that GLUT1 interacts with TUBB4, and more accurately demonstrates GLUT1's binding with fasentin. Proximity ligation assay (PLA) and immunoprecipitation studies confirm GLUT1 interaction with TUBB4. Treatment of GSC33 and GSC28 cells with TUBB4 inhibitor, CR-42-24, reduces the expression of GLUT1 however, TUBB4 expression is unaltered upon fasentin treatment. Using human pluripotent stem cell antibody array, we demonstrate reduced levels of Oct3/4, Nanog, Sox2, Sox17, Snail and VEGFR2 (Vascular endothelial growth factor receptor 2) upon CR-42-24 treatment. Overall, our data confirm that silencing TUBB4 or GLUT1 reduce GSC tumorsphere formation, self-renewal and proliferation in vitro. These findings suggest GLUT1 and its binding partner TUBB4 as druggable targets that warrant further investigation in GBM.
Collapse
Affiliation(s)
- Maheedhara R Guda
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA
| | - Collin M Labak
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA
| | - Sara Ibrahim Omar
- Department of Oncology, University of Alberta, Edmonton, AB T6G 1Z2, Canada
| | - Swapna Asuthkar
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA
| | - Subra Airala
- Department of Health Professions, Rollins College, Winter Park, FL 32789, USA
| | - Jack Tuszynski
- Department of Oncology, University of Alberta, Edmonton, AB T6G 1Z2, Canada
| | - Andrew J Tsung
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA
- Department of Neurosurgery, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA
- Illinois Neurological Institute, Peoria, IL 61605, USA
| | - Kiran K Velpula
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA.
- Department of Neurosurgery, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA.
- Department of Pediatrics, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA.
| |
Collapse
|
26
|
Spehalski EI, Lee JA, Peters C, Tofilon P, Camphausen K. The Quiescent Metabolic Phenotype of Glioma Stem Cells. JOURNAL OF PROTEOMICS & BIOINFORMATICS 2019; 12:96-103. [PMID: 32153327 DOI: 10.35248/0974-276x.19.12.502] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Introduction Glioblastoma (GBM) is the most common primary malignant brain tumor in humans and, even with aggressive treatment that includes surgical resection, radiation (IR), and chemotherapy administration, prognosis is poor due to tumor recurrence. There is evidence that within GBMs a small number of glioma stem-like cells (GSLCs) exist, which are thought to be therapy resistant and are thus capable of repopulating a tumor after treatment. Like most cancers, GBMs largely employ aerobic glycolysis to create ATP, a phenomenon known as the Warburg Effect. There is no consensus on the metabolic characteristics of cancer stem cells. GSLCs have been shown to rely more heavily on oxidative phosphorylation, but there is also evidence that cancer stem cells can adapt their metabolism by fluctuating between energy pathways or acquiring intermediate metabolic phenotypes. We hypothesized that the metabolism of GSLCs differs from that of differentiated GBM tumor cell lines, and that the steady state metabolism would be differentially altered following radiation treatment. Materials and Methods We evaluated the oxygen consumption rate, extracellular acidification rate, and metabolic enzyme levels of GBM cell lines and GSLCs before and after irradiation using extracellular flux assays. We also measured absolute metabolite levels in these cells via mass spectroscopy with and without radiation treatment. Results GSLCs were found to be significantly more quiescent in comparison to adherent GBM cell lines, highlighted by lower glycolytic and maximal respiratory capacities as well as lower oxygen consumption and extracellular acidification rates. Analysis of individual metabolite concentrations revealed lower total metabolite concentrations overall but also elevated levels of metabolites in different energy pathways for GSLCs compared to GBM cell lines. Additionally, the metabolism of both GSLCs and GBM cell lines were found to be altered by IR. Conclusions While there is not one metabolic alteration that distinguishes irradiated GSLC metabolism from that of GBM cell lines, therapies targeting more metabolically quiescent tumor cells and thus the resistant GSLC population may increase a cancer's sensitivity to radiotherapy.
Collapse
Affiliation(s)
- Elizabeth I Spehalski
- Radiation Oncology Branch, National Cancer Institute, 10 Center Drive, Building 10, CRC, Bethesda, Maryland 20892, USA
| | - Jennifer A Lee
- Radiation Oncology Branch, National Cancer Institute, 10 Center Drive, Building 10, CRC, Bethesda, Maryland 20892, USA
| | - Cord Peters
- Radiation Oncology Branch, National Cancer Institute, 10 Center Drive, Building 10, CRC, Bethesda, Maryland 20892, USA
| | - Philip Tofilon
- Radiation Oncology Branch, National Cancer Institute, 10 Center Drive, Building 10, CRC, Bethesda, Maryland 20892, USA
| | - Kevin Camphausen
- Radiation Oncology Branch, National Cancer Institute, 10 Center Drive, Building 10, CRC, Bethesda, Maryland 20892, USA
| |
Collapse
|
27
|
Targeting Hyaluronan Interactions for Glioblastoma Stem Cell Therapy. CANCER MICROENVIRONMENT 2019; 12:47-56. [PMID: 31079324 DOI: 10.1007/s12307-019-00224-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 04/16/2019] [Indexed: 12/18/2022]
Abstract
Even with rigorous treatments, glioblastoma multiforme (GBM) has an abysmal median survival rate, greatly due to the drug-resistant glioblastoma stem cell (GSC) population. GSCs are known to remodel their microenvironment, but the precise role of extracellular matrix components hyaluronic acid (HA) and hyaluronidases (HAases) on the GSC population is still largely unknown. Our objective was to determine how HAase can sensitize GSCs to chemotherapy drugs by disrupting the HA-CD44 signaling. GBM cell line U87-MG and patient-derived D456 cells were grown in GSC-enriching media and treated with HA or HAase. Expressions of GSC markers, HA-related genes, and drug resistance genes were measured via flow cytometry, confocal microscopy, and qRT-PCR. Proliferation after combined HAase and temozolomide (TMZ) treatment was measured via WST-8. HA supplementation promoted the expression of GSC markers and CD44 in GBM cells cultured in serum-free media. Conversely, HAase addition inhibited GSC gene expression while promoting CD44 expression. Finally, HAase sensitized GBM cells to TMZ. We propose a combined treatment of HAase and chemotherapy drugs by disrupting the stemness-promoting HA to target GSCs. This combination therapy shows promise even when temozolomide treatment alone causes resistance.
Collapse
|
28
|
MicroRNA-451 Inhibits Migration of Glioblastoma while Making It More Susceptible to Conventional Therapy. Noncoding RNA 2019; 5:ncrna5010025. [PMID: 30875963 PMCID: PMC6468936 DOI: 10.3390/ncrna5010025] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 03/08/2019] [Accepted: 03/11/2019] [Indexed: 12/18/2022] Open
Abstract
Malignant glioblastoma (GBM, glioma) is the most common and aggressive primary adult brain tumor. The prognosis of GBM patients remains poor, despite surgery, radiation and chemotherapy. The major obstacles for successful remedy are invasiveness and therapy resistance of GBM cells. Invasive glioma cells leave primary tumor core and infiltrate surrounding normal brain leading to inevitable recurrence, even after surgical resection, radiation and chemotherapy. Therapy resistance allowing for selection of more aggressive and resistant sub-populations including GBM stem-like cells (GSCs) upon treatment is another serious impediment to successful treatment. Through their regulation of multiple genes, microRNAs can orchestrate complex programs of gene expression and act as master regulators of cellular processes. MicroRNA-based therapeutics could thus impact broad cellular programs, leading to inhibition of invasion and sensitization to radio/chemotherapy. Our data show that miR-451 attenuates glioma cell migration in vitro and invasion in vivo. In addition, we have found that miR-451 sensitizes glioma cells to conventional chemo- and radio-therapy. Our data also show that miR-451 is regulated in vivo by AMPK pathway and that AMPK/miR-451 loop has the ability to switch between proliferative and migratory pattern of glioma cells behavior. We therefore postulate that AMPK/miR-451 negative reciprocal feedback loop allows GBM cells/GSCs to adapt to tumor “ecosystem” by metabolic and behavioral flexibility, and that disruption of such a loop reduces invasiveness and diminishes therapy resistance.
Collapse
|
29
|
Ahmad F, Sun Q, Patel D, Stommel JM. Cholesterol Metabolism: A Potential Therapeutic Target in Glioblastoma. Cancers (Basel) 2019; 11:cancers11020146. [PMID: 30691162 PMCID: PMC6406281 DOI: 10.3390/cancers11020146] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 01/21/2019] [Accepted: 01/24/2019] [Indexed: 12/11/2022] Open
Abstract
Glioblastoma is a highly lethal adult brain tumor with no effective treatments. In this review, we discuss the potential to target cholesterol metabolism as a new strategy for treating glioblastomas. Twenty percent of cholesterol in the body is in the brain, yet the brain is unique among organs in that it has no access to dietary cholesterol and must synthesize it de novo. This suggests that therapies targeting cholesterol synthesis in brain tumors might render their effects without compromising cell viability in other organs. We will describe cholesterol synthesis and homeostatic feedback pathways in normal brain and brain tumors, as well as various strategies for targeting these pathways for therapeutic intervention.
Collapse
Affiliation(s)
- Fahim Ahmad
- National Institutes of Health, National Cancer Institute, Radiation Oncology Branch, Bethesda, MD 20892, USA.
| | - Qian Sun
- National Institutes of Health, National Cancer Institute, Radiation Oncology Branch, Bethesda, MD 20892, USA.
| | - Deven Patel
- National Institutes of Health, National Cancer Institute, Radiation Oncology Branch, Bethesda, MD 20892, USA.
| | - Jayne M Stommel
- National Institutes of Health, National Cancer Institute, Radiation Oncology Branch, Bethesda, MD 20892, USA.
| |
Collapse
|
30
|
Ricklefs FL, Alayo Q, Krenzlin H, Mahmoud AB, Speranza MC, Nakashima H, Hayes JL, Lee K, Balaj L, Passaro C, Rooj AK, Krasemann S, Carter BS, Chen CC, Steed T, Treiber J, Rodig S, Yang K, Nakano I, Lee H, Weissleder R, Breakefield XO, Godlewski J, Westphal M, Lamszus K, Freeman GJ, Bronisz A, Lawler SE, Chiocca EA. Immune evasion mediated by PD-L1 on glioblastoma-derived extracellular vesicles. SCIENCE ADVANCES 2018; 4:eaar2766. [PMID: 29532035 PMCID: PMC5842038 DOI: 10.1126/sciadv.aar2766] [Citation(s) in RCA: 444] [Impact Index Per Article: 63.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 02/02/2018] [Indexed: 05/17/2023]
Abstract
Binding of programmed death ligand-1 (PD-L1) to programmed cell death protein-1 (PD1) leads to cancer immune evasion via inhibition of T cell function. One of the defining characteristics of glioblastoma, a universally fatal brain cancer, is its profound local and systemic immunosuppression. Glioblastoma has also been shown to generate extracellular vesicles (EVs), which may play an important role in tumor progression. We thus hypothesized that glioblastoma EVs may be important mediators of immunosuppression and that PD-L1 could play a role. We show that glioblastoma EVs block T cell activation and proliferation in response to T cell receptor stimulation. PD-L1 was expressed on the surface of some, but not of all, glioblastoma-derived EVs, with the potential to directly bind to PD1. An anti-PD1 receptor blocking antibody significantly reversed the EV-mediated blockade of T cell activation but only when PD-L1 was present on EVs. When glioblastoma PD-L1 was up-regulated by IFN-γ, EVs also showed some PD-L1-dependent inhibition of T cell activation. PD-L1 expression correlated with the mesenchymal transcriptome profile and was anatomically localized in the perinecrotic and pseudopalisading niche of human glioblastoma specimens. PD-L1 DNA was present in circulating EVs from glioblastoma patients where it correlated with tumor volumes of up to 60 cm3. These results suggest that PD-L1 on EVs may be another mechanism for glioblastoma to suppress antitumor immunity and support the potential of EVs as biomarkers in tumor patients.
Collapse
Affiliation(s)
- Franz L. Ricklefs
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Quazim Alayo
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Harald Krenzlin
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Ahmad B. Mahmoud
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- College of Applied Medical Sciences, Taibah University, Madinah Munawwarah, Saudi Arabia
| | - Maria C. Speranza
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Hiroshi Nakashima
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Josie L. Hayes
- School of Public Health, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Kyungheon Lee
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Carmela Passaro
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Arun K. Rooj
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Susanne Krasemann
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Clark C. Chen
- Department of Neurosurgery, University of California, San Diego, La Jolla, CA 92121, USA
| | - Tyler Steed
- Department of Neurosurgery, University of California, San Diego, La Jolla, CA 92121, USA
| | - Jeffrey Treiber
- Department of Neurosurgery, University of California, San Diego, La Jolla, CA 92121, USA
| | - Scott Rodig
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Katherine Yang
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Ichiro Nakano
- Comprehensive Cancer Center, University of Birmingham, Birmingham, AL 35294, USA
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Xandra O. Breakefield
- Departments of Neurology and Radiology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston, MA 02114, USA
| | - Jakub Godlewski
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Manfred Westphal
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Katrin Lamszus
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gordon J. Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Agnieszka Bronisz
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Sean E. Lawler
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - E. Antonio Chiocca
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| |
Collapse
|
31
|
Maachani UB, Tandle A, Shankavaram U, Kramp T, Camphausen K. Modulation of miR-21 signaling by MPS1 in human glioblastoma. Oncotarget 2018; 7:52912-52927. [PMID: 25991676 PMCID: PMC5288158 DOI: 10.18632/oncotarget.4143] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 04/11/2015] [Indexed: 12/14/2022] Open
Abstract
Monopolar spindle 1 (MPS1) is an essential spindle assembly checkpoint (SAC) kinase involved in determining spindle integrity. Beyond its mitotic functions, it has been implicated in several other signaling pathways. Our earlier studies have elaborated on role of MPS1 in glioblastoma (GBM) radiosensitization. In this study using reverse phase protein arrays (RPPAs), we assessed MPS1 mediated cell signaling pathways and demonstrated that inhibiting MPS1 could upregulate the expression of the tumor suppressor PDCD4 and MSH2 genes, by down regulating micro RNA-21 (miR-21). In GBMs miR-21 expression is significantly elevated and is associated with chemo and radioresistance. Both MPS1 and miR-21 depletion suppressed GBM cell proliferation, whereas, ectopic expression of miR-21 rescued GBM cell growth from MPS1 inhibition. Further, we demonstrate that MPS1 mediates phosphorylation of SMAD3 but not SMAD2 in GBM cells; A possible mechanism behind miR-21 modulation by MPS1. Collectively, our results shed light onto an important role of MPS1 in TGF-β/SMAD signaling via miR-21 regulation. We also, show the prognostic effect of miR-21, PDCD4 and MSH2 levels to patient survival across different GBM molecular subtypes. This scenario in which miR-21 is modulated by MPS1 inhibition may be exploited as a potential target for effective GBM therapy.
Collapse
Affiliation(s)
- Uday B Maachani
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Anita Tandle
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Uma Shankavaram
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Tamalee Kramp
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Kevin Camphausen
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| |
Collapse
|
32
|
Survival kinase genes present prognostic significance in glioblastoma. Oncotarget 2018; 7:20140-51. [PMID: 26956052 PMCID: PMC4991443 DOI: 10.18632/oncotarget.7917] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Accepted: 02/14/2016] [Indexed: 01/28/2023] Open
Abstract
Cancer biomarkers with a strong predictive power for diagnosis/prognosis and a potential to be therapeutic targets have not yet been fully established. Here we employed a loss-of-function screen in glioblastoma (GBM), an infiltrative brain tumor with a dismal prognosis, and identified 20 survival kinase genes (SKGs). Survival analyses using The Cancer Genome Atlas (TCGA) datasets revealed that the expression of CDCP1, CDKL5, CSNK1E, IRAK3, LATS2, PRKAA1, STK3, TBRG4, and ULK4 stratified GBM prognosis with or without temozolomide (TMZ) treatment as a covariate. For the first time, we found that GBM patients with a high level of NEK9 and PIK3CB had a greater chance of having recurrent tumors. The expression of CDCP1, IGF2R, IRAK3, LATS2, PIK3CB, ULK4, or VRK1 in primary GBM tumors was associated with recurrence-related prognosis. Notably, the level of PIK3CB in recurrent tumors was much higher than that in newly diagnosed ones. Congruent with these results, genes in the PI3K/AKT pathway showed a significantly strong correlation with recurrence rate, further highlighting the pivotal role of PIK3CB in the disease progression. Importantly, 17 SKGs together presented a novel GBM prognostic signature. SKGs identified herein are associated with recurrence rate and present prognostic significance in GBM, thereby becoming attractive therapeutic targets.
Collapse
|
33
|
Dunwoodie LJ, Poehlman WL, Ficklin SP, Feltus FA. Discovery and validation of a glioblastoma co-expressed gene module. Oncotarget 2018. [PMID: 29541392 PMCID: PMC5834250 DOI: 10.18632/oncotarget.24228] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Tumors exhibit complex patterns of aberrant gene expression. Using a knowledge-independent, noise-reducing gene co-expression network construction software called KINC, we created multiple RNAseq-based gene co-expression networks relevant to brain and glioblastoma biology. In this report, we describe the discovery and validation of a glioblastoma-specific gene module that contains 22 co-expressed genes. The genes are upregulated in glioblastoma relative to normal brain and lower grade glioma samples; they are also hypo-methylated in glioblastoma relative to lower grade glioma tumors. Among the proneural, neural, mesenchymal, and classical glioblastoma subtypes, these genes are most-highly expressed in the mesenchymal subtype. Furthermore, high expression of these genes is associated with decreased survival across each glioblastoma subtype. These genes are of interest to glioblastoma biology and our gene interaction discovery and validation workflow can be used to discover and validate co-expressed gene modules derived from any co-expression network.
Collapse
Affiliation(s)
- Leland J Dunwoodie
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC 29634, USA
| | - William L Poehlman
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC 29634, USA
| | - Stephen P Ficklin
- Department of Horticulture, Washington State University, Pullman, WA 99164, USA
| | | |
Collapse
|
34
|
A Dexamethasone-regulated Gene Signature Is Prognostic for Poor Survival in Glioblastoma Patients. J Neurosurg Anesthesiol 2017; 29:46-58. [PMID: 27653222 DOI: 10.1097/ana.0000000000000368] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Dexamethasone is reported to induce both tumor-suppressive and tumor-promoting effects. The purpose of this study was to identify the genomic impact of dexamethasone in glioblastoma stem cell (GSC) lines and its prognostic value; furthermore, to identify drugs that can counter these side effects of dexamethasone exposure. METHODS We utilized 3 independent GSC lines with tumorigenic potential for this study. Whole-genome expression profiling and pathway analyses were done with dexamethasone-exposed and control cells. GSCs were also co-exposed to dexamethasone and temozolomide. Risk scores were calculated for most affected genes, and their associations with survival in The Cancer Genome Atlas and Repository of Molecular Brain Neoplasia Data databases. In silico Connectivity Map analysis identified camptothecin as antagonist to dexamethasone-induced negative effects. RESULTS Pathway analyses predicted an activation of dexamethasone network (z-score: 2.908). Top activated canonical pathways included "role of breast cancer 1 in DNA damage response" (P=1.07E-04). GSCs were protected against temozolomide-induced apoptosis when coincubated with dexamethasone. Altered cellular functions included cell movement, cell survival, and apoptosis with z-scores of 2.815, 5.137, and -3.122, respectively. CCAAT/enhancer binding protein beta (CEBPB) was activated in a dose dependent manner specifically in slow-dividing "stem-like" cells. CEBPB was activated in dexamethasone-treated orthotopic tumors. Patients with high risk scores had significantly shorter survival. Camptothecin was validated as potential partial neutralizer of dexamethasone-induced oncogenic effects. CONCLUSIONS Dexamethasone exposure induces a genetic program and CEBPB expression in GSCs that adversely affects key cellular functions and response to therapeutics. High risk scores associated with these genes have negative prognostic value in patients. Our findings further suggest camptothecin as a potential neutralizer of adverse dexamethasone-mediated effects.
Collapse
|
35
|
Marziali G, Buccarelli M, Giuliani A, Ilari R, Grande S, Palma A, D'Alessandris QG, Martini M, Biffoni M, Pallini R, Ricci-Vitiani L. A three-microRNA signature identifies two subtypes of glioblastoma patients with different clinical outcomes. Mol Oncol 2017; 11:1115-1129. [PMID: 28248456 PMCID: PMC5579331 DOI: 10.1002/1878-0261.12047] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Revised: 02/09/2017] [Accepted: 02/16/2017] [Indexed: 01/01/2023] Open
Abstract
Glioblastoma multiforme (GBM) is the most common and malignant primary brain tumor in adults, characterized by aggressive growth, limited response to therapy, and inexorable recurrence. Because of the extremely unfavorable prognosis of GBM, it is important to develop more effective diagnostic and therapeutic strategies based on biologically and clinically relevant patient stratification systems. Analyzing a collection of patient‐derived GBM stem‐like cells (GSCs) by gene expression profiling, nuclear magnetic resonance spectroscopy, and signal transduction pathway activation, we identified two GSC clusters characterized by different clinical features. Due to the widely documented role played by microRNAs (miRNAs) in the tumorigenesis process, in this study we explored whether these two GBM patient subtypes could also be discriminated by different miRNA signatures. Global miRNA expression pattern was analyzed by oblique principal component analysis and principal component analysis. By a combined inferential strategy on PCA results, we identified a reduced set of three miRNAs – miR‐23a, miR‐27a, and miR‐9* (miR‐9‐3p) – able to discriminate the proneural‐ and mesenchymal‐like GSC phenotypes as well as mesenchymal and proneural subtypes of primary GBM included in The Cancer Genome Atlas (TCGA) data set. Kaplan–Meier analysis showed a significant correlation between the selected miRNAs and overall survival in 429 GBM specimens from TCGA‐identifying patients who had an unfavorable outcome. The survival prognostic capability of the three‐miRNA signatures could have important implications for the understanding of the biology of GBM subtypes and could be useful in patient stratification to facilitate interpretation of results from clinical trials.
Collapse
Affiliation(s)
- Giovanna Marziali
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Mariachiara Buccarelli
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Alessandro Giuliani
- Department of Environment and Health, Istituto Superiore di Sanità, Rome, Italy
| | - Ramona Ilari
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Sveva Grande
- Department of Technology and Health, Istituto Superiore di Sanità, Rome, Italy.,Istituto Nazionale di Fisica Nucleare INFN, Rome, Italy
| | - Alessandra Palma
- Department of Technology and Health, Istituto Superiore di Sanità, Rome, Italy.,Istituto Nazionale di Fisica Nucleare INFN, Rome, Italy
| | | | - Maurizio Martini
- Institute of Pathology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Mauro Biffoni
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Roberto Pallini
- Institute of Neurosurgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Lucia Ricci-Vitiani
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| |
Collapse
|
36
|
Godlewski J, Ferrer-Luna R, Rooj AK, Mineo M, Ricklefs F, Takeda YS, Nowicki MO, Salińska E, Nakano I, Lee H, Weissleder R, Beroukhim R, Chiocca EA, Bronisz A. MicroRNA Signatures and Molecular Subtypes of Glioblastoma: The Role of Extracellular Transfer. Stem Cell Reports 2017; 8:1497-1505. [PMID: 28528698 PMCID: PMC5470095 DOI: 10.1016/j.stemcr.2017.04.024] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Revised: 04/20/2017] [Accepted: 04/21/2017] [Indexed: 11/23/2022] Open
Abstract
Despite the importance of molecular subtype classification of glioblastoma (GBM), the extent of extracellular vesicle (EV)-driven molecular and phenotypic reprogramming remains poorly understood. To reveal complex subpopulation dynamics within the heterogeneous intratumoral ecosystem, we characterized microRNA expression and secretion in phenotypically diverse subpopulations of patient-derived GBM stem-like cells (GSCs). As EVs and microRNAs convey information that rearranges the molecular landscape in a cell type-specific manner, we argue that intratumoral exchange of microRNA augments the heterogeneity of GSC that is reflected in highly heterogeneous profile of microRNA expression in GBM subtypes. MicroRNA signatures reveal tissue heterogeneity in defined glioblastoma subtypes GSC EV/microRNA acts via cell-dependent targeting, propagating intratumoral heterogeneity EV/microRNAs modify molecular landscape, acting in tumor anatomic sites
Collapse
Affiliation(s)
- Jakub Godlewski
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
| | - Ruben Ferrer-Luna
- Department of Cancer Biology, Dana-Farber Cancer Institute, Harvard Medical School, Cancer Program, BROAD Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Arun K Rooj
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Marco Mineo
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Franz Ricklefs
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Yuji S Takeda
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - M Oskar Nowicki
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Elżbieta Salińska
- Department of Neurochemistry, Mossakowski Medical Research Centre, Polish Academy of Sciences 02-106 Warsaw, Poland
| | - Ichiro Nakano
- Department of Neurosurgery and Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35243, USA
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Ralph Weissleder
- Department of Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Rameen Beroukhim
- Department of Cancer Biology, Dana-Farber Cancer Institute, Harvard Medical School, Cancer Program, BROAD Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - E Antonio Chiocca
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Agnieszka Bronisz
- Department of Neurosurgery, Harvey Cushing Neuro-oncology Laboratories, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
| |
Collapse
|
37
|
Nandhu MS, Kwiatkowska A, Bhaskaran V, Hayes J, Hu B, Viapiano MS. Tumor-derived fibulin-3 activates pro-invasive NF-κB signaling in glioblastoma cells and their microenvironment. Oncogene 2017; 36:4875-4886. [PMID: 28414309 PMCID: PMC5570669 DOI: 10.1038/onc.2017.109] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 02/19/2017] [Accepted: 03/04/2017] [Indexed: 12/19/2022]
Abstract
Molecular profiling of glioblastomas has revealed the presence of key signaling hubs that contribute to tumor progression and acquisition of resistance. One of these main signaling mechanisms is the NF-κB pathway, which integrates multiple extracellular signals into transcriptional programs for tumor growth, invasion, and maintenance of the tumor-initiating population. We show here that an extracellular protein released by glioblastoma cells, fibulin-3, drives oncogenic NF-κB in the tumor and increases NF-κB activation in peritumoral astrocytes. Fibulin-3 expression correlates with a NF-κB-regulated “invasive signature” linked to poorer survival, being a possible tissue marker for regions of active tumor progression. Accordingly, fibulin-3 promotes glioblastoma invasion in a manner that requires NF-κB activation both in the tumor cells and their microenvironment. Mechanistically, we found that fibulin-3 activates the metalloprotease ADAM17 by competing with its endogenous inhibitor, TIMP3. This results in sustained release of soluble TNFα by ADAM17, which in turn activates TNF receptors and canonical NF-κB signaling. Taken together, our results underscore fibulin-3 as a novel extracellular signal with strong activating effect on NF-κB in malignant gliomas. Because fibulin-3 is produced de novo in these tumors and is absent from normal brain we propose that targeting the fibulin-3/NF-κB axis may provide a novel avenue to disrupt oncogenic NF-κB signaling in combination therapies for malignant brain tumors.
Collapse
Affiliation(s)
- M S Nandhu
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Neuroscience and Physiology, State University of New York, Upstate Medical University, Syracuse, NY, USA
| | - A Kwiatkowska
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - V Bhaskaran
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - J Hayes
- Department of Neurological Surgery, Helen Diller Family Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - B Hu
- Department of Neurological Surgery, The Ohio State University, Columbus, OH, USA
| | - M S Viapiano
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Neuroscience and Physiology, State University of New York, Upstate Medical University, Syracuse, NY, USA
| |
Collapse
|
38
|
Computational analysis of the mesenchymal signature landscape in gliomas. BMC Med Genomics 2017; 10:13. [PMID: 28279210 PMCID: PMC5345226 DOI: 10.1186/s12920-017-0252-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 03/03/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Epithelial to mesenchymal transition, and mimicking processes, contribute to cancer invasion and metastasis, and are known to be responsible for resistance to various therapeutic agents in many cancers. While a number of studies have proposed molecular signatures that characterize the spectrum of such transition, more work is needed to understand how the mesenchymal signature (MS) is regulated in non-epithelial cancers like gliomas, to identify markers with the most prognostic significance, and potential for therapeutic targeting. RESULTS Computational analysis of 275 glioma samples from "The Cancer Genome Atlas" was used to identify the regulatory changes between low grade gliomas with little expression of MS, and high grade glioblastomas with high expression of MS. TF (transcription factor)-gene regulatory networks were constructed for each of the cohorts, and 5 major pathways and 118 transcription factors were identified as involved in the differential regulation of the networks. The most significant pathway - Extracellular matrix organization - was further analyzed for prognostic relevance. A 20-gene signature was identified as having prognostic significance (HR (hazard ratio) 3.2, 95% CI (confidence interval) = 1.53-8.33), after controlling for known prognostic factors (age, and glioma grade). The signature's significance was validated in an independent data set. The putative stem cell marker CD44 was biologically validated in glioma cell lines and brain tissue samples. CONCLUSIONS Our results suggest that the differences between low grade gliomas and high grade glioblastoma are associated with differential expression of the signature genes, raising the possibility that targeting these genes might prolong survival in glioma patients.
Collapse
|
39
|
Kambach DM, Halim AS, Cauer A, Sun Q, Tristan CA, Celiku O, Kesarwala AH, Shankavaram U, Batchelor E, Stommel JM. Disabled cell density sensing leads to dysregulated cholesterol synthesis in glioblastoma. Oncotarget 2017; 8:14860-14875. [PMID: 28118603 PMCID: PMC5362450 DOI: 10.18632/oncotarget.14740] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 01/10/2017] [Indexed: 01/09/2023] Open
Abstract
A hallmark of cellular transformation is the evasion of contact-dependent inhibition of growth. To find new therapeutic targets for glioblastoma, we looked for pathways that are inhibited by high cell density in astrocytes but not in glioma cells. Here we report that glioma cells have disabled the normal controls on cholesterol synthesis. At high cell density, astrocytes turn off cholesterol synthesis genes and have low cholesterol levels, but glioma cells keep this pathway on and maintain high cholesterol. Correspondingly, cholesterol pathway upregulation is associated with poor prognosis in glioblastoma patients. Densely-plated glioma cells increase oxygen consumption, aerobic glycolysis, and the pentose phosphate pathway to synthesize cholesterol, resulting in a decrease in reactive oxygen species, TCA cycle intermediates, and ATP. This constitutive cholesterol synthesis is controlled by the cell cycle, as it can be turned off by cyclin-dependent kinase inhibitors and it correlates with disabled cell cycle control though loss of p53 and RB. Finally, glioma cells, but not astrocytes, are sensitive to cholesterol synthesis inhibition downstream of the mevalonate pathway, suggesting that specifically targeting cholesterol synthesis might be an effective treatment for glioblastoma.
Collapse
Affiliation(s)
- Diane M. Kambach
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Alan S. Halim
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - A.Gesine Cauer
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Qian Sun
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Carlos A. Tristan
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Orieta Celiku
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Aparna H. Kesarwala
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Uma Shankavaram
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Eric Batchelor
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jayne M. Stommel
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| |
Collapse
|
40
|
Hutter G, Sailer M, Azad TD, von Bueren AO, Nollau P, Frank S, Tostado C, Sarvepalli D, Ghosh A, Ritz MF, Boulay JL, Mariani L. Reverse phase protein arrays enable glioblastoma molecular subtyping. J Neurooncol 2016; 131:437-448. [PMID: 27858266 DOI: 10.1007/s11060-016-2316-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 11/06/2016] [Indexed: 12/24/2022]
Abstract
In the present study we investigated the phosphorylation status of the 12 most important signaling cascades in glioblastomas. More than 60 tumor and control biopsies from tumor center and periphery (based on neuronavigation) were subjected to selective protein expression analysis using reverse-phase protein arrays (RPPA) incubated with antibodies against posttranslationally modified cancer pathway proteins. The ratio between phosphorylated (or modified) and non-phosphorylated protein was assessed. All samples were histopathologically validated and proteomic profiles correlated with clinical and survival data. By RPPA, we identified three distinct activation patterns within glioblastoma defined by the ratios of pCREB1/CREB1, NOTCH-ICD/NOTCH1, and pGSK3β/GSK3β, respectively. These subclasses demonstrated distinct overall survival patterns in a cohort of patients from a single-institution and in an analysis of publicly available data. In particular, a high pGSK3β/GSK3β-ratio was associated with a poor survival. Wnt-activation/GSK3β-inhibition in U373 and U251 cell lines halted glioma cell proliferation and migration. Gene expression analysis was used as an internal quality control of baseline proteomic data. The protein expression and phosphorylation had a higher resolution, resulting in a better class-subdivision than mRNA based stratification data. Patients with different proteomic profiles from multiple biopsies showed a worse overall survival. The CREB1-, NOTCH1-, GSK3β-phosphorylation status correlated with glioma grades. RPPA represent a fast and reliable tool to supplement morphological diagnosis with pathway-specific information in individual tumors. These data can be exploited for molecular stratification and possible combinatorial treatment planning. Further, our results may optimize current glioma grading algorithms.
Collapse
Affiliation(s)
- Gregor Hutter
- Department of Neurosurgery, University Hospital Basel, Spitalstrasse 21, 4031, Basel, Switzerland. .,Department of Neurosurgery, Stanford University, 300 Pasteur Drive, Stanford, 94305, CA, USA.
| | - Martin Sailer
- Department of Neurosurgery, University Hospital Basel, Spitalstrasse 21, 4031, Basel, Switzerland
| | - Tej Deepak Azad
- Department of Neurosurgery, Stanford University, 300 Pasteur Drive, Stanford, 94305, CA, USA
| | - André O von Bueren
- Division of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, University Medical Center Goettingen, Robert-Koch-Str. 40, 37075, Goettingen, Germany.,Division of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, University Hospital of Geneva, Geneva, Switzerland.,CANSEARCH Research Laboratory, Department of Pediatrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Peter Nollau
- Diagnostic Center, Institute for Clinical Chemistry, University Medical Center Hamburg-Eppendorf (UKE), CAMPUS Research Building N27, Martinistraße 52, 20246, Hamburg, Germany
| | - Stephan Frank
- Division of Neuro- and Ophthalmopathology, Department of Pathology, University Hospital Basel, Schönbeinstrasse 40, 4031, Basel, Switzerland
| | - Cristobal Tostado
- Department of Neurosurgery, University Hospital Basel, Spitalstrasse 21, 4031, Basel, Switzerland
| | - Durga Sarvepalli
- Molecular Signalling and Gene Therapy, Narayana Nethralaya, Narayana Health City, # 258/A, Bommasandra, Hosur Road, Bangalore, 560 099, India
| | - Arkasubhra Ghosh
- Molecular Signalling and Gene Therapy, Narayana Nethralaya, Narayana Health City, # 258/A, Bommasandra, Hosur Road, Bangalore, 560 099, India
| | - Marie-Françoise Ritz
- Department of Neurosurgery, University Hospital Basel, Spitalstrasse 21, 4031, Basel, Switzerland
| | - Jean-Louis Boulay
- Department of Neurosurgery, University Hospital Basel, Spitalstrasse 21, 4031, Basel, Switzerland
| | - Luigi Mariani
- Department of Neurosurgery, University Hospital Basel, Spitalstrasse 21, 4031, Basel, Switzerland
| |
Collapse
|
41
|
Bell JB, Eckerdt FD, Alley K, Magnusson LP, Hussain H, Bi Y, Arslan AD, Clymer J, Alvarez AA, Goldman S, Cheng SY, Nakano I, Horbinski C, Davuluri RV, James CD, Platanias LC. MNK Inhibition Disrupts Mesenchymal Glioma Stem Cells and Prolongs Survival in a Mouse Model of Glioblastoma. Mol Cancer Res 2016; 14:984-993. [PMID: 27364770 DOI: 10.1158/1541-7786.mcr-16-0172] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 06/11/2016] [Indexed: 12/18/2022]
Abstract
Glioblastoma multiforme remains the deadliest malignant brain tumor, with glioma stem cells (GSC) contributing to treatment resistance and tumor recurrence. We have identified MAPK-interacting kinases (MNK) as potential targets for the GSC population in glioblastoma multiforme. Isoform-level subtyping using The Cancer Genome Atlas revealed that both MNK genes (MKNK1 and MKNK2) are upregulated in mesenchymal glioblastoma multiforme as compared with other subtypes. Expression of MKNK1 is associated with increased glioma grade and correlated with the mesenchymal GSC marker, CD44, and coexpression of MKNK1 and CD44 predicts poor survival in glioblastoma multiforme. In established and patient-derived cell lines, pharmacologic MNK inhibition using LY2801653 (merestinib) inhibited phosphorylation of the eukaryotic translation initiation factor 4E, a crucial effector for MNK-induced mRNA translation in cancer cells and a marker of transformation. Importantly, merestinib inhibited growth of GSCs grown as neurospheres as determined by extreme limiting dilution analysis. When the effects of merestinib were assessed in vivo using an intracranial xenograft mouse model, improved overall survival was observed in merestinib-treated mice. Taken together, these data provide strong preclinical evidence that pharmacologic MNK inhibition targets mesenchymal glioblastoma multiforme and its GSC population. IMPLICATIONS These findings raise the possibility of MNK inhibition as a viable therapeutic approach to target the mesenchymal subtype of glioblastoma multiforme. Mol Cancer Res; 14(10); 984-93. ©2016 AACR.
Collapse
Affiliation(s)
- Jonathan B Bell
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Frank D Eckerdt
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Kristen Alley
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Lisa P Magnusson
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Hridi Hussain
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Yingtao Bi
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Ahmet Dirim Arslan
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Division of Hematology/Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Jessica Clymer
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Division of Hematology/Oncology/Stem Cell Transplantation, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Angel A Alvarez
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Stewart Goldman
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Division of Hematology/Oncology/Stem Cell Transplantation, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Shi-Yuan Cheng
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Ichiro Nakano
- Department of Neurosurgery and Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, Alabama
| | - Craig Horbinski
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Ramana V Davuluri
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - C David James
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Leonidas C Platanias
- Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Division of Hematology/Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. Department of Medicine, Jesse Brown VA Medical Center, Chicago, Illinois.
| |
Collapse
|
42
|
Mineo M, Ricklefs F, Rooj AK, Lyons SM, Ivanov P, Ansari KI, Nakano I, Chiocca EA, Godlewski J, Bronisz A. The Long Non-coding RNA HIF1A-AS2 Facilitates the Maintenance of Mesenchymal Glioblastoma Stem-like Cells in Hypoxic Niches. Cell Rep 2016; 15:2500-9. [PMID: 27264189 DOI: 10.1016/j.celrep.2016.05.018] [Citation(s) in RCA: 153] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 03/29/2016] [Accepted: 05/02/2016] [Indexed: 12/12/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) have an undefined role in the pathobiology of glioblastoma multiforme (GBM). These tumors are genetically and phenotypically heterogeneous with transcriptome subtype-specific GBM stem-like cells (GSCs) that adapt to the brain tumor microenvironment, including hypoxic niches. We identified hypoxia-inducible factor 1 alpha-antisense RNA 2 (HIF1A-AS2) as a subtype-specific hypoxia-inducible lncRNA, upregulated in mesenchymal GSCs. Its deregulation affects GSC growth, self-renewal, and hypoxia-dependent molecular reprogramming. Among the HIF1A-AS2 interactome, IGF2BP2 and DHX9 were identified as direct partners. This association was needed for maintenance of expression of their target gene, HMGA1. Downregulation of HIF1A-AS2 led to delayed growth of mesenchymal GSC tumors, survival benefits, and impaired expression of HMGA1 in vivo. Our data demonstrate that HIF1A-AS2 contributes to GSCs' speciation and adaptation to hypoxia within the tumor microenvironment, acting directly through its interactome and targets and indirectly by modulating responses to hypoxic stress depending on the subtype-specific genetic context.
Collapse
Affiliation(s)
- Marco Mineo
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Franz Ricklefs
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg 20246, Germany
| | - Arun K Rooj
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Shawn M Lyons
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Pavel Ivanov
- Division of Rheumatology, Immunology, and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Khairul I Ansari
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Ichiro Nakano
- Department of Neurosurgery and Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL 35243-2823, USA
| | - E Antonio Chiocca
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
| | - Jakub Godlewski
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
| | - Agnieszka Bronisz
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
| |
Collapse
|
43
|
Ricklefs F, Mineo M, Rooj AK, Nakano I, Charest A, Weissleder R, Breakefield XO, Chiocca EA, Godlewski J, Bronisz A. Extracellular Vesicles from High-Grade Glioma Exchange Diverse Pro-oncogenic Signals That Maintain Intratumoral Heterogeneity. Cancer Res 2016; 76:2876-81. [PMID: 27013191 DOI: 10.1158/0008-5472.can-15-3432] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Accepted: 03/14/2016] [Indexed: 12/21/2022]
Abstract
A lack of experimental models of tumor heterogeneity limits our knowledge of the complex subpopulation dynamics within the tumor ecosystem. In high-grade gliomas (HGG), distinct hierarchical cell populations arise from different glioma stem-like cell (GSC) subpopulations. Extracellular vesicles (EV) shed by cells may serve as conduits of genetic and signaling communications; however, little is known about how HGG heterogeneity may impact EV content and activity. In this study, we performed a proteomic analysis of EVs isolated from patient-derived GSC of either proneural or mesenchymal subtypes. EV signatures were heterogeneous, but reflected the molecular make-up of the GSC and consistently clustered into the two subtypes. EV-borne protein cargos transferred between proneural and mesenchymal GSC increased protumorigenic behaviors in vitro and in vivo Clinically, analyses of HGG patient data from the The Cancer Genome Atlas database revealed that proneural tumors with mesenchymal EV signatures or mesenchymal tumors with proneural EV signatures were both associated with worse outcomes, suggesting influences by the proportion of tumor cells of varying subtypes in tumors. Collectively, our findings illuminate the heterogeneity among tumor EVs and the complexity of HGG heterogeneity, which these EVs help to maintain. Cancer Res; 76(10); 2876-81. ©2016 AACR.
Collapse
Affiliation(s)
- Franz Ricklefs
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts. Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marco Mineo
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Arun K Rooj
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Ichiro Nakano
- Department of Neurosurgery and Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, Alabama
| | - Al Charest
- Department of Neurosurgery, Molecular Oncology Research Institute, Tufts Medical Center, Tufts University School of Medicine, Boston, Massachusetts
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Xandra O Breakefield
- Department of Neurology, Neurosurgery and Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - E Antonio Chiocca
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Jakub Godlewski
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Agnieszka Bronisz
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| |
Collapse
|
44
|
Marziali G, Signore M, Buccarelli M, Grande S, Palma A, Biffoni M, Rosi A, D'Alessandris QG, Martini M, Larocca LM, De Maria R, Pallini R, Ricci-Vitiani L. Metabolic/Proteomic Signature Defines Two Glioblastoma Subtypes With Different Clinical Outcome. Sci Rep 2016; 6:21557. [PMID: 26857460 PMCID: PMC4746700 DOI: 10.1038/srep21557] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Accepted: 01/22/2016] [Indexed: 01/01/2023] Open
Abstract
Glioblastoma (GBM) is one of the deadliest human cancers. Because of the extremely unfavorable prognosis of GBM, it is important to develop more effective diagnostic and therapeutic strategies based on biologically and clinically relevant subclassification systems. Analyzing a collection of seventeen patient-derived glioblastoma stem-like cells (GSCs) by gene expression profiling, NMR spectroscopy and signal transduction pathway activation, we identified two GSC clusters, one characterized by a pro-neural-like phenotype and the other showing a mesenchymal-like phenotype. Evaluating the levels of proteins differentially expressed by the two GSC clusters in the TCGA GBM sample collection, we found that SRC activation is associated with a GBM subgroup showing better prognosis whereas activation of RPS6, an effector of mTOR pathway, identifies a subgroup with a worse prognosis. The two clusters are also differentiated by NMR spectroscopy profiles suggesting a potential prognostic stratification based on metabolic evaluation. Our data show that the metabolic/proteomic profile of GSCs is informative of the genomic/proteomic GBM landscape, which differs among tumor subtypes and is associated with clinical outcome.
Collapse
Affiliation(s)
- G Marziali
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - M Signore
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - M Buccarelli
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - S Grande
- Department of Technology and Health, Istituto Superiore di Sanità, Rome, Italy
| | - A Palma
- Department of Technology and Health, Istituto Superiore di Sanità, Rome, Italy
| | - M Biffoni
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - A Rosi
- Department of Technology and Health, Istituto Superiore di Sanità, Rome, Italy
| | - Q G D'Alessandris
- nstitute of Neurosurgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - M Martini
- Institute of Anatomic Pathology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - L M Larocca
- Institute of Anatomic Pathology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - R De Maria
- Regina Elena National Cancer Institute, Rome, Italy
| | - R Pallini
- nstitute of Neurosurgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - L Ricci-Vitiani
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| |
Collapse
|
45
|
Dumur CI, Almenara JA, Powers CN, Ferreira-Gonzalez A. Quality control material for the detection of somatic mutations in fixed clinical specimens by next-generation sequencing. Diagn Pathol 2015; 10:169. [PMID: 26376646 PMCID: PMC4573924 DOI: 10.1186/s13000-015-0403-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Accepted: 08/28/2015] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Targeted next generation sequencing (NGS) technology to assess the mutational status of multiple genes on formalin-fixed, paraffin embedded (FFPE) tumors is rapidly being adopted in clinical settings, where quality control (QC) practices are required. Establishing reliable FFPE QC materials for NGS can be challenging and/or expensive. Here, we established a reliable and cost-effective FFPE QC material for routine utilization in the Ion AmpliSeq™ Cancer Hotspot Panel v2 (CHP2) assay. METHODS The performance characteristics of the CHP2 assay were determined by sequencing various cell line mixtures and 55 different FFPE tumors on the Ion Torrent PGM platform. A FFPE QC material was prepared from a mixture of cell lines derived from different cancers, comprising single nucleotide variants and small deletions on actionable genes at different allelic frequencies. RESULTS The CHP2 assay performed with high precision and sensitivity when custom variant calling pipeline parameters where established. In addition, all expected somatic variants in the QC material were consistently called at variant frequencies ranging from 9.1 % (CV = 11.1 %) to 37.9 % (CV = 2.8 %). CONCLUSIONS The availability of a reliable and cost-effective QC material is instrumental in assessing the performance of this or any targeted NGS assay that detects somatic variants in fixed solid tumor specimens.
Collapse
Affiliation(s)
- Catherine I Dumur
- Department of Pathology, Virginia Commonwealth University, Clinical Support Center, Room 247, 403 North 13th Street, Richmond, VA, 23298, USA.
| | - Jorge A Almenara
- Department of Pathology, Virginia Commonwealth University, Clinical Support Center, Room 247, 403 North 13th Street, Richmond, VA, 23298, USA.
| | - Celeste N Powers
- Department of Pathology, Virginia Commonwealth University, Clinical Support Center, Room 247, 403 North 13th Street, Richmond, VA, 23298, USA.
| | - Andrea Ferreira-Gonzalez
- Department of Pathology, Virginia Commonwealth University, Clinical Support Center, Room 247, 403 North 13th Street, Richmond, VA, 23298, USA.
| |
Collapse
|
46
|
Cheng P, Phillips E, Kim SH, Taylor D, Hielscher T, Puccio L, Hjelmeland AB, Lichter P, Nakano I, Goidts V. Kinome-wide shRNA screen identifies the receptor tyrosine kinase AXL as a key regulator for mesenchymal glioblastoma stem-like cells. Stem Cell Reports 2015; 4:899-913. [PMID: 25921812 PMCID: PMC4437464 DOI: 10.1016/j.stemcr.2015.03.005] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Revised: 03/25/2015] [Accepted: 03/25/2015] [Indexed: 01/05/2023] Open
Abstract
Glioblastoma is a highly lethal cancer for which novel therapeutics are urgently needed. Two distinct subtypes of glioblastoma stem-like cells (GSCs) were recently identified: mesenchymal (MES) and proneural (PN). To identify mechanisms to target the more aggressive MES GSCs, we combined transcriptomic expression analysis and kinome-wide short hairpin RNA screening of MES and PN GSCs. In comparison to PN GSCs, we found significant upregulation and phosphorylation of the receptor tyrosine kinase AXL in MES GSCs. Knockdown of AXL significantly decreased MES GSC self-renewal capacity in vitro and inhibited the growth of glioblastoma patient-derived xenografts. Moreover, inhibition of AXL with shRNA or pharmacologic inhibitors also increased cell death significantly more in MES GSCs. Clinically, AXL expression was elevated in the MES GBM subtype and significantly correlated with poor prognosis in multiple cancers. In conclusion, we identified AXL as a potential molecular target for novel approaches to treat glioblastoma and other solid cancers. shRNA screen identified kinases that alter GSC viability in a subtype-dependent manner AXL is highly expressed in mesenchymal GSCs Targeting AXL decreases mesenchymal GSC self-renewal, viability, and tumorigenicity AXL expression predicts poor prognosis in several tumor types
Collapse
Affiliation(s)
- Peng Cheng
- Department of Neurological Surgery, The Ohio State University, Columbus, OH 43210, USA; Department of Neurosurgery, The First Hospital, China Medical University, Shenyang, Liaoning 110001, China
| | - Emma Phillips
- Division of Molecular Genetics, German Cancer Research Center, Heidelberg 69120, Germany
| | - Sung-Hak Kim
- Department of Neurological Surgery, The Ohio State University, Columbus, OH 43210, USA
| | - David Taylor
- Department of Neurological Surgery, The Ohio State University, Columbus, OH 43210, USA
| | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center, Heidelberg 69120, Germany
| | - Laura Puccio
- Division of Molecular Genetics, German Cancer Research Center, Heidelberg 69120, Germany
| | - Anita B Hjelmeland
- Department of Cell, Developmental, and Integrative Biology (CDIB), University of Alabama, Birmingham, AL 35294, USA
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center, Heidelberg 69120, Germany
| | - Ichiro Nakano
- Department of Neurological Surgery, The Ohio State University, Columbus, OH 43210, USA; James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA.
| | - Violaine Goidts
- Division of Molecular Genetics, German Cancer Research Center, Heidelberg 69120, Germany.
| |
Collapse
|
47
|
Kouri FM, Hurley LA, Daniel WL, Day ES, Hua Y, Hao L, Peng CY, Merkel TJ, Queisser MA, Ritner C, Zhang H, James CD, Sznajder JI, Chin L, Giljohann DA, Kessler JA, Peter ME, Mirkin CA, Stegh AH. miR-182 integrates apoptosis, growth, and differentiation programs in glioblastoma. Genes Dev 2015; 29:732-45. [PMID: 25838542 PMCID: PMC4387715 DOI: 10.1101/gad.257394.114] [Citation(s) in RCA: 171] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Accepted: 02/26/2015] [Indexed: 01/07/2023]
Abstract
Glioblastoma multiforme (GBM) is a lethal, therapy-resistant brain cancer consisting of numerous tumor cell subpopulations, including stem-like glioma-initiating cells (GICs), which contribute to tumor recurrence following initial response to therapy. Here, we identified miR-182 as a regulator of apoptosis, growth, and differentiation programs whose expression level is correlated with GBM patient survival. Repression of Bcl2-like12 (Bcl2L12), c-Met, and hypoxia-inducible factor 2α (HIF2A) is of central importance to miR-182 anti-tumor activity, as it results in enhanced therapy susceptibility, decreased GIC sphere size, expansion, and stemness in vitro. To evaluate the tumor-suppressive function of miR-182 in vivo, we synthesized miR-182-based spherical nucleic acids (182-SNAs); i.e., gold nanoparticles covalently functionalized with mature miR-182 duplexes. Intravenously administered 182-SNAs penetrated the blood-brain/blood-tumor barriers (BBB/BTB) in orthotopic GBM xenografts and selectively disseminated throughout extravascular glioma parenchyma, causing reduced tumor burden and increased animal survival. Our results indicate that harnessing the anti-tumor activities of miR-182 via safe and robust delivery of 182-SNAs represents a novel strategy for therapeutic intervention in GBM.
Collapse
Affiliation(s)
- Fotini M Kouri
- Ken and Ruth Davee Department of Neurology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA
| | - Lisa A Hurley
- Ken and Ruth Davee Department of Neurology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA
| | | | - Emily S Day
- Department of Chemistry, Northwestern University, Evanston, Illinois 60208, USA; International Institute for Nanotechnology, Northwestern University, Evanston, Illinois 60208, USA
| | - Youjia Hua
- Division Hematology/Oncology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA
| | - Liangliang Hao
- Department of Chemistry, Northwestern University, Evanston, Illinois 60208, USA; International Institute for Nanotechnology, Northwestern University, Evanston, Illinois 60208, USA
| | - Chian-Yu Peng
- Ken and Ruth Davee Department of Neurology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA
| | - Timothy J Merkel
- Department of Chemistry, Northwestern University, Evanston, Illinois 60208, USA; International Institute for Nanotechnology, Northwestern University, Evanston, Illinois 60208, USA
| | - Markus A Queisser
- Division of Pulmonary and Critical Care Medicine, Northwestern University, Chicago, Illinois 60611, USA
| | - Carissa Ritner
- Ken and Ruth Davee Department of Neurology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA
| | - Hailei Zhang
- The Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA; Harvard Medical School, Boston, Massachusetts 02115, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA; Department of Genomic Medicine, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030, USA; Institute for Applied Cancer Science, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030, USA
| | - C David James
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, 60611, USA
| | - Jacob I Sznajder
- Division of Pulmonary and Critical Care Medicine, Northwestern University, Chicago, Illinois 60611, USA
| | - Lynda Chin
- The Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA; Harvard Medical School, Boston, Massachusetts 02115, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA; Department of Genomic Medicine, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030, USA; Institute for Applied Cancer Science, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030, USA
| | | | - John A Kessler
- Ken and Ruth Davee Department of Neurology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA
| | - Marcus E Peter
- Division Hematology/Oncology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA
| | - Chad A Mirkin
- Department of Chemistry, Northwestern University, Evanston, Illinois 60208, USA; International Institute for Nanotechnology, Northwestern University, Evanston, Illinois 60208, USA
| | - Alexander H Stegh
- Ken and Ruth Davee Department of Neurology, Feinberg School of Medicine, Chicago, Illinois 60611, USA; The Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois 60611, USA; Department of Chemistry, Northwestern University, Evanston, Illinois 60208, USA; International Institute for Nanotechnology, Northwestern University, Evanston, Illinois 60208, USA;
| |
Collapse
|
48
|
Abstract
Glioblastoma multiforme (GBM) is the most common and lethal primary malignancy of the central nervous system. Modern treatments using surgery and/or chemotherapy and/or radiotherapy are improving survival of patients, but prognosis is still very poor, depending inter alia on the patients' individual genomic traits. Most GBMs are primary; however, secondary GBMs have a better prognosis. Aberrant gene expression and copy number alterations make it possible to identify four subtypes: classical, mesenchymal, proneural, and neural. More and more biomarkers continue to be identified in GBM patients. Such biomarkers are related with varying degrees of specificity to one or more of GBM's subtypes and, in many instances, may provide useful information about prognosis. Biomarkers fall into either the imaging or molecular category. Molecular biomarkers are identified by use of such platforms as genomics, proteomics, and metabolomics. In the future, biomarkers, either individually or in some combination, will more reliably identify the pathogenic type of GBM and determine choice of therapy.
Collapse
|