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Teraiya M, Perreault H, Chen VC. An overview of glioblastoma multiforme and temozolomide resistance: can LC-MS-based proteomics reveal the fundamental mechanism of temozolomide resistance? Front Oncol 2023; 13:1166207. [PMID: 37182181 PMCID: PMC10169742 DOI: 10.3389/fonc.2023.1166207] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 03/23/2023] [Indexed: 05/16/2023] Open
Abstract
Glioblastoma multiforme (GBM) is a primary type of lethal brain tumor. Over the last two decades, temozolomide (TMZ) has remained the primary chemotherapy for GBM. However, TMZ resistance in GBM constitutes an underlying factor contributing to high rates of mortality. Despite intense efforts to understand the mechanisms of therapeutic resistance, there is currently a poor understanding of the molecular processes of drug resistance. For TMZ, several mechanisms linked to therapeutic resistance have been proposed. In the past decade, significant progress in the field of mass spectrometry-based proteomics has been made. This review article discusses the molecular drivers of GBM, within the context of TMZ resistance with a particular emphasis on the potential benefits and insights of using global proteomic techniques.
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Affiliation(s)
- Milan Teraiya
- Chemistry Department, University of Manitoba, Winnipeg, MB, Canada
| | - Helene Perreault
- Chemistry Department, University of Manitoba, Winnipeg, MB, Canada
| | - Vincent C. Chen
- Chemistry Department, Brandon University, Brandon, MB, Canada
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2
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Lao Y, Ruan D, Vassantachart A, Fan Z, Ye JC, Chang EL, Chin R, Kaprealian T, Zada G, Shiroishi MS, Sheng K, Yang W. Voxelwise Prediction of Recurrent High-Grade Glioma via Proximity Estimation-Coupled Multidimensional Support Vector Machine. Int J Radiat Oncol Biol Phys 2022; 112:1279-1287. [PMID: 34963559 PMCID: PMC8923952 DOI: 10.1016/j.ijrobp.2021.12.153] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 12/09/2021] [Accepted: 12/16/2021] [Indexed: 01/28/2023]
Abstract
PURPOSE To provide early and localized glioblastoma (GBM) recurrence prediction, we introduce a novel postsurgery multiparametric magnetic resonance-based support vector machine (SVM) method coupling with stem cell niche (SCN) proximity estimation. METHODS AND MATERIALS This study used postsurgery magnetic resonance imaging (MRI) scans from 50 patients with recurrent GBM, obtained approximately 2 months before clinically diagnosed recurrence. The main prediction pipeline consisted of a proximity-based estimator to identify regions with high risk of recurrence (HRRs) and an SVM classifier to provide voxelwise prediction in HRRs. The HRRs were estimated using the weighted sum of inverse distances to 2 possible origins of recurrence-the SCN and the tumor cavity. Subsequently, multiparametric voxels (from T1, T1 contrast-enhanced, fluid-attenuated inversion recovery, T2, and apparent diffusion coefficient) within the HRR were grouped into recurrent (warped from the clinical diagnosis) and nonrecurrent subregions and fed into the proximity estimation-coupled SVM classifier (SVMPE). The cohort was randomly divided into 40% and 60% for training and testing, respectively. The trained SVMPE was then extrapolated to an earlier time point for earlier recurrence prediction. As an exploratory analysis, the SVMPE predictive cluster sizes and the image intensities from the 5 magnetic resonance sequences were compared across time to assess the progressive subclinical traces. RESULTS On 2-month prerecurrence MRI scans from 30 test cohort patients, the SVMPE classifier achieved a recall of 0.80, a precision of 0.69, an F1-score of 0.73, and a mean boundary distance of 7.49 mm. Exploratory analysis at early time points showed spatially consistent but significantly smaller subclinical clusters and significantly increased T1 contrast-enhanced and apparent diffusion coefficient values over time. CONCLUSIONS We demonstrated a novel voxelwise early prediction method, SVMPE, for GBM recurrence based on clinical follow-up MR scans. The SVMPE is promising in localizing subclinical traces of recurrence 2 months ahead of clinical diagnosis and may be used to guide more effective personalized early salvage therapy.
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Affiliation(s)
- Yi Lao
- Department of Radiation Oncology, University of California - Los Angeles, USA
| | - Dan Ruan
- Department of Radiation Oncology, University of California - Los Angeles, USA
| | - April Vassantachart
- Department of Radiation Oncology, Keck School of Medicine of USC, Los Angeles, USA
| | - Zhaoyang Fan
- Department of Radiology, Keck School of Medicine of USC, Los Angeles, USA
| | - Jason C. Ye
- Department of Radiation Oncology, Keck School of Medicine of USC, Los Angeles, USA
| | - Eric L. Chang
- Department of Radiation Oncology, Keck School of Medicine of USC, Los Angeles, USA
| | - Robert Chin
- Department of Radiation Oncology, University of California - Los Angeles, USA
| | - Tania Kaprealian
- Department of Radiation Oncology, University of California - Los Angeles, USA
| | - Gabriel Zada
- Department of Neurosurgery, Keck School of Medicine of USC, Los Angeles, USA
| | - Mark S Shiroishi
- Department of Radiology, Keck School of Medicine of USC, Los Angeles, USA
| | - Ke Sheng
- Department of Radiation Oncology, University of California - Los Angeles, USA
| | - Wensha Yang
- Department of Radiation Oncology, Keck School of Medicine of USC, Los Angeles, USA
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3
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Auzmendi-Iriarte J, Otaegi-Ugartemendia M, Carrasco-Garcia E, Azkargorta M, Diaz A, Saenz-Antoñanzas A, Andermatten JA, Garcia-Puga M, Garcia I, Elua-Pinin A, Ruiz I, Sampron N, Elortza F, Cuervo AM, Matheu A. Chaperone-Mediated Autophagy Controls Proteomic and Transcriptomic Pathways to Maintain Glioma Stem Cell Activity. Cancer Res 2022; 82:1283-1297. [PMID: 35131870 PMCID: PMC9359743 DOI: 10.1158/0008-5472.can-21-2161] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 12/15/2021] [Accepted: 01/27/2022] [Indexed: 02/07/2023]
Abstract
Chaperone-mediated autophagy (CMA) is a homeostatic process essential for the lysosomal degradation of a selected subset of the proteome. CMA activity directly depends on the levels of LAMP2A, a critical receptor for CMA substrate proteins at the lysosomal membrane. In glioblastoma (GBM), the most common and aggressive brain cancer in adulthood, high levels of LAMP2A in the tumor and tumor-associated pericytes have been linked to temozolomide resistance and tumor progression. However, the role of LAMP2A, and hence CMA, in any cancer stem cell type or in glioblastoma stem cells (GSC) remains unknown. In this work, we show that LAMP2A expression is enriched in patient-derived GSCs, and its depletion diminishes GSC-mediated tumorigenic activities. Conversely, overexpression of LAMP2A facilitates the acquisition of GSC properties. Proteomic and transcriptomic analysis of LAMP2A-depleted GSCs revealed reduced extracellular matrix interaction effectors in both analyses. Moreover, pathways related to mitochondrial metabolism and the immune system were differentially deregulated at the proteome level. Furthermore, clinical samples of GBM tissue presented overexpression of LAMP2, which correlated with advanced glioma grade and poor overall survival. In conclusion, we identified a novel role of CMA in directly regulating GSCs activity via multiple pathways at the proteome and transcriptome levels. SIGNIFICANCE A receptor of chaperone-mediated autophagy regulates glioblastoma stem cells and may serve as a potential biomarker for advanced tumor grade and poor survival in this disease.
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Affiliation(s)
| | | | | | - Mikel Azkargorta
- Proteomics Platform, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), CIBERehd, ProteoRed-ISCIII, Spain
| | - Antonio Diaz
- Department of Development and Molecular Biology, Albert Einstein College of Medicine, Institute for Aging Studies, Albert Einstein College of Medicine, Bronx, New York
| | | | | | - Mikel Garcia-Puga
- Cellular Oncology Group, Biodonostia Health Research Institute, San Sebastian, Spain
| | - Idoia Garcia
- Cellular Oncology Group, Biodonostia Health Research Institute, San Sebastian, Spain
| | | | - Irune Ruiz
- Cellular Oncology Group, Biodonostia Health Research Institute, San Sebastian, Spain.,Donostia University Hospital, Osakidetza, San Sebastian, Spain
| | - Nicolas Sampron
- Cellular Oncology Group, Biodonostia Health Research Institute, San Sebastian, Spain.,Donostia University Hospital, Osakidetza, San Sebastian, Spain
| | - Felix Elortza
- Proteomics Platform, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), CIBERehd, ProteoRed-ISCIII, Spain
| | - Ana Maria Cuervo
- Department of Development and Molecular Biology, Albert Einstein College of Medicine, Institute for Aging Studies, Albert Einstein College of Medicine, Bronx, New York
| | - Ander Matheu
- Cellular Oncology Group, Biodonostia Health Research Institute, San Sebastian, Spain.,CIBER de Fragilidad y Envejecimiento Saludable (CIBERfes), Madrid, Spain.,IKERBASQUE, Basque Foundation for Science, Bilbao, Spain.,Corresponding Author: Ander Matheu, Cellular Oncology, Biodonostia Health Research Institute, Paseo Dr. Beguiristain s/n, San Sebastian 20014, Spain. E-mail:
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4
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Abballe L, Miele E. Epigenetic modulators for brain cancer stem cells: Implications for anticancer treatment. World J Stem Cells 2021; 13:670-684. [PMID: 34367473 PMCID: PMC8316861 DOI: 10.4252/wjsc.v13.i7.670] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 04/26/2021] [Accepted: 06/22/2021] [Indexed: 02/06/2023] Open
Abstract
Primary malignant brain tumors are a major cause of morbidity and mortality in both adults and children, with a dismal prognosis despite multimodal therapeutic approaches. In the last years, a specific subpopulation of cells within the tumor bulk, named cancer stem cells (CSCs) or tumor-initiating cells, have been identified in brain tumors as responsible for cancer growth and disease progression. Stemness features of tumor cells strongly affect treatment response, leading to the escape from conventional therapeutic approaches and subsequently causing tumor relapse. Recent research efforts have focused at identifying new therapeutic strategies capable of specifically targeting CSCs in cancers by taking into consideration their complex nature. Aberrant epigenetic machinery plays a key role in the genesis and progression of brain tumors as well as inducing CSC reprogramming and preserving CSC characteristics. Thus, reverting the cancer epigenome can be considered a promising therapeutic strategy. Three main epigenetic mechanisms have been described: DNA methylation, histone modifications, and non-coding RNA, particularly microRNAs. Each of these mechanisms has been proven to be targetable by chemical compounds, known as epigenetic-based drugs or epidrugs, that specifically target epigenetic marks. We review here recent advances in the study of epigenetic modulators promoting and sustaining brain tumor stem-like cells. We focus on their potential role in cancer therapy.
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Affiliation(s)
- Luana Abballe
- Department of Pediatric Hematology/Oncology and Cellular and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome 00165, Italy
| | - Evelina Miele
- Department of Pediatric Hematology/Oncology and Cellular and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome 00165, Italy.
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5
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Silver DJ, Roversi GA, Bithi N, Wang SZ, Troike KM, Neumann CK, Ahuja GK, Reizes O, Brown JM, Hine C, Lathia JD. Severe consequences of a high-lipid diet include hydrogen sulfide dysfunction and enhanced aggression in glioblastoma. J Clin Invest 2021; 131:138276. [PMID: 34255747 PMCID: PMC8409594 DOI: 10.1172/jci138276] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 07/08/2021] [Indexed: 12/26/2022] Open
Abstract
Glioblastoma (GBM) remains among the deadliest of human malignancies, and the emergence of the cancer stem cell (CSC) phenotype represents a major challenge to durable treatment response. Because the environmental and lifestyle factors that impact CSC populations are not clear, we sought to understand the consequences of diet on CSC enrichment. We evaluated disease progression in mice fed an obesity-inducing high-fat diet (HFD) versus a low-fat, control diet. HFD resulted in hyper-aggressive disease accompanied by CSC enrichment and shortened survival. HFD drove intracerebral accumulation of saturated fats, which inhibited the production of the cysteine metabolite and gasotransmitter, hydrogen sulfide (H2S). H2S functions principally through protein S-sulfhydration and regulates multiple programs including bioenergetics and metabolism. Inhibition of H2S increased proliferation and chemotherapy resistance, whereas treatment with H2S donors led to death of cultured GBM cells and stasis of GBM tumors in vivo. Syngeneic GBM models and GBM patient specimens present an overall reduction in protein S-sulfhydration, primarily associated with proteins regulating cellular metabolism. These findings provide clear evidence that diet modifiable H2S signaling serves to suppress GBM by restricting metabolic fitness, while its loss triggers CSC enrichment and disease acceleration. Interventions augmenting H2S bioavailability concurrent with GBM standard of care may improve outcomes for GBM patients.
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Affiliation(s)
- Daniel J. Silver
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Gustavo A. Roversi
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Nazmin Bithi
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Sabrina Z. Wang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Medical Scientist Training Program, Case Western Reserve University, School of Medicine, Cleveland, Ohio, USA
| | - Katie M. Troike
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Chase K.A. Neumann
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Grace K. Ahuja
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Ofer Reizes
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - J. Mark Brown
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Christopher Hine
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Justin D. Lathia
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, USA
- Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, Ohio, USA
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6
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Stanzani E, Pedrosa L, Bourmeau G, Anezo O, Noguera-Castells A, Esteve-Codina A, Passoni L, Matteoli M, de la Iglesia N, Seano G, Martínez-Soler F, Tortosa A. Dual Role of Integrin Alpha-6 in Glioblastoma: Supporting Stemness in Proneural Stem-Like Cells While Inducing Radioresistance in Mesenchymal Stem-Like Cells. Cancers (Basel) 2021; 13:cancers13123055. [PMID: 34205341 PMCID: PMC8235627 DOI: 10.3390/cancers13123055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/10/2021] [Accepted: 06/12/2021] [Indexed: 11/23/2022] Open
Abstract
Simple Summary Glioblastoma stem-like cells (GSCs) are responsible for most of the malignant characteristics of glioblastoma, including therapeutic resistance, tumour recurrence, and tumour cellular heterogeneity. Therefore, increased understanding of the mechanisms regulating GSCs aggressiveness may help to improve patients’ outcomes. Here, we investigated the role of integrin a6 in controlling stemness and resistance to radiotherapy across proneural and mesenchymal molecular subtypes. We observed that integrin a6 had a clear role in stemness maintenance in proneural but not in mesenchymal GSCs. In addition, we proved a crucial role of integrin a6 in supporting mesenchymal GSCs resistance to ionizing radiation. Finally, we highlighted that integrin a6 may control different stem-associated features in GSCs, depending on the molecular subtype. The inhibition of integrin a6 limits stem-like malignant characteristics in both GSCs subtypes and thus may potentially control tumour relapse following conventional treatment. Abstract Therapeutic resistance after multimodal therapy is the most relevant cause of glioblastoma (GBM) recurrence. Extensive cellular heterogeneity, mainly driven by the presence of GBM stem-like cells (GSCs), strongly correlates with patients’ prognosis and limited response to therapies. Defining the mechanisms that drive stemness and control responsiveness to therapy in a GSC-specific manner is therefore essential. Here we investigated the role of integrin a6 (ITGA6) in controlling stemness and resistance to radiotherapy in proneural and mesenchymal GSCs subtypes. Using cell sorting, gene silencing, RNA-Seq, and in vitro assays, we verified that ITGA6 expression seems crucial for proliferation and stemness of proneural GSCs, while it appears not to be relevant in mesenchymal GSCs under basal conditions. However, when challenged with a fractionated protocol of radiation therapy, comparable to that used in the clinical setting, mesenchymal GSCs were dependent on integrin a6 for survival. Specifically, GSCs with reduced levels of ITGA6 displayed a clear reduction of DNA damage response and perturbation of cell cycle pathways. These data indicate that ITGA6 inhibition is able to overcome the radioresistance of mesenchymal GSCs, while it reduces proliferation and stemness in proneural GSCs. Therefore, integrin a6 controls crucial characteristics across GBM subtypes in GBM heterogeneous biology and thus may represent a promising target to improve patient outcomes.
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Affiliation(s)
- Elisabetta Stanzani
- Apoptosis and Cancer Unit, Department of Physiological Sciences, IDIBELL, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08907 L’Hospitalet del Llobregat, Spain;
- Correspondence: or (E.S.); (A.T.)
| | - Leire Pedrosa
- Haematology and Oncology Unit, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), 08036 Barcelona, Spain; (L.P.); (N.d.l.I.)
| | - Guillaume Bourmeau
- Tumor Microenvironment Lab., Institut Curie, Université PSL, Université Paris-Saclay, CNRS UMR3347, Inserm U1021, Signalisation Radiobiologie et Cancer, 91400 Orsay, France; (G.B.); (O.A.); (G.S.)
| | - Oceane Anezo
- Tumor Microenvironment Lab., Institut Curie, Université PSL, Université Paris-Saclay, CNRS UMR3347, Inserm U1021, Signalisation Radiobiologie et Cancer, 91400 Orsay, France; (G.B.); (O.A.); (G.S.)
| | - Aleix Noguera-Castells
- Laboratory of Molecular and Translational Oncology, Departament of Medicine, CELLEX Biomedical Research Centre, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08036 Barcelona, Spain;
| | - Anna Esteve-Codina
- Functional Genomics, Centre for Genomic Regulation (CNAG-CRG), Barcelona Institute of Science and Technology, 08028 Barcelona, Spain;
- Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain
| | - Lorena Passoni
- Laboratory of Pharmacology and Brain Pathology, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy;
| | - Michela Matteoli
- CNR Institute of Neuroscience, c/o Humanitas, 20089 Rozzano, Italy;
| | - Núria de la Iglesia
- Haematology and Oncology Unit, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), 08036 Barcelona, Spain; (L.P.); (N.d.l.I.)
| | - Giorgio Seano
- Tumor Microenvironment Lab., Institut Curie, Université PSL, Université Paris-Saclay, CNRS UMR3347, Inserm U1021, Signalisation Radiobiologie et Cancer, 91400 Orsay, France; (G.B.); (O.A.); (G.S.)
| | - Fina Martínez-Soler
- Apoptosis and Cancer Unit, Department of Physiological Sciences, IDIBELL, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08907 L’Hospitalet del Llobregat, Spain;
- Department of Basic Nursing, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08907 L’Hospitalet del Llobregat, Spain
| | - Avelina Tortosa
- Apoptosis and Cancer Unit, Department of Physiological Sciences, IDIBELL, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08907 L’Hospitalet del Llobregat, Spain;
- Department of Basic Nursing, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08907 L’Hospitalet del Llobregat, Spain
- Correspondence: or (E.S.); (A.T.)
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7
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Filppu P, Tanjore Ramanathan J, Granberg KJ, Gucciardo E, Haapasalo H, Lehti K, Nykter M, Le Joncour V, Laakkonen P. CD109-GP130 interaction drives glioblastoma stem cell plasticity and chemoresistance through STAT3 activity. JCI Insight 2021; 6:141486. [PMID: 33986188 PMCID: PMC8262342 DOI: 10.1172/jci.insight.141486] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 04/01/2021] [Indexed: 12/21/2022] Open
Abstract
Glioma stem cells (GSCs) drive propagation and therapeutic resistance of glioblastomas, the most aggressive diffuse brain tumors. However, the molecular mechanisms that maintain the stemness and promote therapy resistance remain poorly understood. Here we report CD109/STAT3 axis as crucial for the maintenance of stemness and tumorigenicity of GSCs and as a mediator of chemoresistance. Mechanistically, CD109 physically interacts with glycoprotein 130 to promote activation of the IL-6/STAT3 pathway in GSCs. Genetic depletion of CD109 abolished the stemness and self-renewal of GSCs and impaired tumorigenicity. Loss of stemness was accompanied with a phenotypic shift of GSCs to more differentiated astrocytic-like cells. Importantly, genetic or pharmacologic targeting of CD109/STAT3 axis sensitized the GSCs to chemotherapy, suggesting that targeting CD109/STAT3 axis has potential to overcome therapy resistance in glioblastoma.
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Affiliation(s)
- Pauliina Filppu
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | - Kirsi J. Granberg
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Science Center, Tampere University Hospital, Tampere, Finland
| | - Erika Gucciardo
- Individualized Drug Therapy Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Hannu Haapasalo
- Department of Pathology, Fimlab Laboratories, Tampere University Hospital and University of Tampere, Tampere, Finland
| | - Kaisa Lehti
- Individualized Drug Therapy Program, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Department of Biomedical Laboratory Science, Faculty of Natural Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Matti Nykter
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Vadim Le Joncour
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Pirjo Laakkonen
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Laboratory Animal Centre, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
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8
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Hitomi M, Chumakova AP, Silver DJ, Knudsen AM, Pontius WD, Murphy S, Anand N, Kristensen BW, Lathia JD. Asymmetric cell division promotes therapeutic resistance in glioblastoma stem cells. JCI Insight 2021; 6:130510. [PMID: 33351787 PMCID: PMC7934841 DOI: 10.1172/jci.insight.130510] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 12/16/2020] [Indexed: 02/06/2023] Open
Abstract
Asymmetric cell division (ACD) enables the maintenance of a stem cell population while simultaneously generating differentiated progeny. Cancer stem cells (CSCs) undergo multiple modes of cell division during tumor expansion and in response to therapy, yet the functional consequences of these division modes remain to be determined. Using a fluorescent reporter for cell surface receptor distribution during mitosis, we found that ACD generated a daughter cell with enhanced therapeutic resistance and increased coenrichment of EGFR and neurotrophin receptor (p75NTR) from a glioblastoma CSC. Stimulation of both receptors antagonized differentiation induction and promoted self-renewal capacity. p75NTR knockdown enhanced the therapeutic efficacy of EGFR inhibition, indicating that coinheritance of p75NTR and EGFR promotes resistance to EGFR inhibition through a redundant mechanism. These data demonstrate that ACD produces progeny with coenriched growth factor receptors, which contributes to the generation of a more therapeutically resistant CSC population.
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Affiliation(s)
- Masahiro Hitomi
- Cancer Impact Area, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA
| | - Anastasia P Chumakova
- Cancer Impact Area, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Daniel J Silver
- Cancer Impact Area, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA.,Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Arnon M Knudsen
- Department of Pathology, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - W Dean Pontius
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA
| | - Stephanie Murphy
- Cancer Impact Area, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Neha Anand
- Cancer Impact Area, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Bjarne W Kristensen
- Department of Pathology, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Justin D Lathia
- Cancer Impact Area, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.,Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA.,Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA.,Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland, Ohio, USA
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9
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Bruschi M, Petretto A, Cama A, Pavanello M, Bartolucci M, Morana G, Ramenghi LA, Garré ML, Ghiggeri GM, Panfoli I, Candiano G. Potential biomarkers of childhood brain tumor identified by proteomics of cerebrospinal fluid from extraventricular drainage (EVD). Sci Rep 2021; 11:1818. [PMID: 33469081 PMCID: PMC7815722 DOI: 10.1038/s41598-020-80647-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 11/24/2020] [Indexed: 11/10/2022] Open
Abstract
Brain tumors are the most common solid tumors in childhood. There is the need for biomarkers of residual disease, therapy response and recurrence. Cerebrospinal fluid (CSF) is a source of brain tumor biomarkers. We analyzed the proteome of waste CSF from extraventricular drainage (EVD) from 29 children bearing different brain tumors and 17 controls needing EVD insertion for unrelated causes. 1598 and 1526 proteins were identified by liquid chromatography-coupled tandem mass spectrometry proteomics in CSF control and brain tumor patients, respectively, 263 and 191 proteins being exclusive of either condition. Bioinformatic analysis revealed promising protein biomarkers for the discrimination between control and tumor (TATA-binding protein-associated factor 15 and S100 protein B). Moreover, Thymosin beta-4 (TMSB4X) and CD109, and 14.3.3 and HSP90 alpha could discriminate among other brain tumors and low-grade gliomas plus glyoneuronal tumors/pilocytic astrocytoma, or embryonal tumors/medulloblastoma. Biomarkers were validated by ELISA assay. Our method was able to distinguish among brain tumor vs non-tumor/hemorrhagic conditions (controls) and to differentiate two large classes of brain tumors. Further prospective studies may assess whether the biomarkers proposed by our discovery approach can be identified in other bodily fluids, therefore less invasively, and are useful to guide therapy and predict recurrences.
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Affiliation(s)
- Maurizio Bruschi
- Laboratory of Molecular Nephrology, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Andrea Petretto
- Core Facilities-Clinical Proteomics and Metabolomics, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Armando Cama
- Department of Neurosurgery, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Marco Pavanello
- Department of Neurosurgery, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Martina Bartolucci
- Core Facilities-Clinical Proteomics and Metabolomics, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Giovanni Morana
- Unit of Neuroradiology, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | | | - Maria Luisa Garré
- Department of Neuroncology, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Gian Marco Ghiggeri
- UO of Nephrology, Dialysis and Transplantation, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Isabella Panfoli
- Dipartimento di Farmacia (DIFAR), Università di Genova, V.le Benedetto XV, 3, 16132, Genoa, Italy.
| | - Giovanni Candiano
- Laboratory of Molecular Nephrology, IRCCS Istituto Giannina Gaslini, Genoa, Italy
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10
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Robilliard LD, Yu J, Anchan A, Joseph W, Finlay G, Angel CE, Scott Graham E. Comprehensive analysis of inhibitory checkpoint ligand expression by glioblastoma cells. Immunol Cell Biol 2020; 99:403-418. [PMID: 33217047 DOI: 10.1111/imcb.12428] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 10/07/2020] [Accepted: 11/18/2020] [Indexed: 01/17/2023]
Abstract
Glioblastoma is a highly aggressive brain malignancy commonly refractory to classical and novel chemo-, radio- and immunotherapies, with median survival times of ~15 months following diagnosis. Poor immunological responses exemplified by the downregulation of T-cell activity, and upregulation of immunosuppressive cells within the tumor microenvironment have limited the effectiveness of immunotherapy in glioblastoma to date. Here we show that glioblastoma cells express a large repertoire of inhibitory checkpoint ligands known to control effector T cell responses. Furthermore, flow cytometry analysis reveals that glioblastoma cells with an enhanced stem cell-like phenotype express several investigated ligands at significant levels on their cell surface. This reveals that glioblastoma stem-like cells express suppressive ligands with the potential of suppressing major T cell checkpoint receptors. With this information, it is now essential that we understand the relevance of this extensive repertoire of immune checkpoint ligands and their functional consequence on immune evasion in glioblastoma. This is necessary to develop effective immunotherapeutics and to be able to match treatment to patient, especially in the light of CheckMate 143.
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Affiliation(s)
- Laverne D Robilliard
- Department of Molecular Medicine and Pathology, School of Medical Sciences, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Jane Yu
- Department of Molecular Medicine and Pathology, School of Medical Sciences, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Akshata Anchan
- Department of Molecular Medicine and Pathology, School of Medical Sciences, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Wayne Joseph
- Auckland Cancer Society Research Centre, University of Auckland, Auckland, New Zealand
| | - Graeme Finlay
- Department of Molecular Medicine and Pathology, School of Medical Sciences, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Auckland Cancer Society Research Centre, University of Auckland, Auckland, New Zealand
| | - Catherine E Angel
- School of Biological Sciences, Faculty of Science, University of Auckland, Auckland, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, University of Auckland, Auckland, New Zealand
| | - E Scott Graham
- Department of Molecular Medicine and Pathology, School of Medical Sciences, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Centre for Brain Research, University of Auckland, Auckland, New Zealand
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11
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Verma R, Correa R, Hill VB, Statsevych V, Bera K, Beig N, Mahammedi A, Madabhushi A, Ahluwalia M, Tiwari P. Tumor Habitat-derived Radiomic Features at Pretreatment MRI That Are Prognostic for Progression-free Survival in Glioblastoma Are Associated with Key Morphologic Attributes at Histopathologic Examination: A Feasibility Study. Radiol Artif Intell 2020; 2:e190168. [PMID: 33330847 PMCID: PMC7706886 DOI: 10.1148/ryai.2020190168] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 07/09/2020] [Accepted: 07/23/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE To identify radiomic features extracted from the tumor habitat on routine MR images that are prognostic for progression-free survival (PFS) and to assess their morphologic basis with corresponding histopathologic attributes in glioblastoma (GBM). MATERIALS AND METHODS In this retrospective study, 156 pretreatment GBM MR images (gadolinium-enhanced T1-weighted, T2-weighted, and fluid-attenuated inversion recovery [FLAIR] images) were curated. Of these 156 images, 122 were used for training (90 from The Cancer Imaging Archive and 32 from the Cleveland Clinic, acquired between December 1, 2011, and May 1, 2018) and 34 were used for validation. The validation set was obtained from the Ivy Glioblastoma Atlas Project database, for which the percentage extent of 11 histologic attributes was available on corresponding histopathologic specimens of the resected tumor. Following expert annotations of the tumor habitat (necrotic core, enhancing tumor, and FLAIR-hyperintense subcompartments), 1008 radiomic descriptors (eg, Haralick texture features, Laws energy features, co-occurrence of local anisotropic gradient orientations [CoLIAGe]) were extracted from the three MRI sequences. The top radiomic features were obtained from each subcompartment in the training set on the basis of their ability to risk-stratify patients according to PFS. These features were then concatenated to create a radiomics risk score (RRS). The RRS was independently validated on a holdout set. In addition, correlations (P < .05) of RRS features were computed, with the percentage extent of the 11 histopathologic attributes, using Spearman correlation analysis. RESULTS RRS yielded a concordance index of 0.80 on the validation set and constituted radiomic features, including Laws (capture edges, waves, ripple patterns) and CoLIAGe (capture disease heterogeneity) from enhancing tumor and FLAIR hyperintensity. These radiomic features were correlated with histopathologic attributes associated with disease aggressiveness in GBM, particularly tumor infiltration (P = .0044) and hyperplastic blood vessels (P = .0005). CONCLUSION Preliminary findings demonstrated significant associations of prognostic radiomic features with disease-specific histologic attributes, with implications for risk-stratifying patients with GBM for personalized treatment decisions. Supplemental material is available for this article. © RSNA, 2020.
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Affiliation(s)
- Ruchika Verma
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Ramon Correa
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Virginia B. Hill
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Volodymyr Statsevych
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Kaustav Bera
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Niha Beig
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Abdelkader Mahammedi
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Anant Madabhushi
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Manmeet Ahluwalia
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
| | - Pallavi Tiwari
- From the Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Ave, Cleveland OH 44106 (R.V., R.C., K.B., N.B., A. Madabhushi, P.T.); Department of Neuroradiology, Feinberg School of Medicine, Northwestern University, Chicago, Ill (V.B.H.); Brain Tumor and Neuro-Oncology Center (V.S., M.A.), and Department of Diagnostic Radiology (A. Mahammedi), Cleveland Clinic, Cleveland, Ohio; and Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A. Madabhushi)
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12
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Timme CR, Degorre-Kerbaul C, McAbee JH, Rath BH, Wu X, Camphausen K, Tofilon PJ. The Olfactory Bulb Provides a Radioresistant Niche for Glioblastoma Cells. Int J Radiat Oncol Biol Phys 2020; 107:194-201. [PMID: 31987963 PMCID: PMC7152565 DOI: 10.1016/j.ijrobp.2020.01.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 01/10/2020] [Accepted: 01/13/2020] [Indexed: 01/07/2023]
Abstract
PURPOSE The various microenvironments that exist within the brain combined with the invasive nature of glioblastoma (GBM) creates the potential for a topographic influence on tumor cell radiosensitivity. The aim of this study was to determine whether specific brain microenvironments differentially influence tumor cell radioresponse. METHODS AND MATERIALS GBM stem-like cells were implanted into the right striatum of nude mice. To measure radiosensitivity, proliferation status of individual tumor cells was determined according to the incorporation of 5-chloro-2'-deoxyuridine delivered at 4, 12, and 20 days after brain irradiation. As an additional measure of radiosensitivity, the percentage of human cells in the right hemisphere and the olfactory bulb were defined using digital droplet polymerase chain reaction. Targeted gene expression profiling was accomplished using NanoString analysis. RESULTS Tumor cells were detected throughout the striatum, corpus callosum, and olfactory bulb. After an initial loss of proliferating tumor cells in the corpus callosum and striatum after irradiation, there was only a minor recovery by 20 days. In contrast, the proliferation of tumor cells located in the olfactory bulb began to recover at 4 days and returned to unirradiated levels by day 12 postirradiation. The percentage of human cells in the right hemisphere and the olfactory bulb after irradiation also suggested that the tumor cells in the olfactory bulb were relatively radioresistant. Gene expression profiling identified consistent differences between tumor cells residing in the olfactory bulb and those in the right hemisphere. CONCLUSIONS These results suggest that the olfactory bulb provides a radioresistant niche for GBM cells.
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Affiliation(s)
- Cindy R Timme
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland
| | | | - Joseph H McAbee
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland; Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom; Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Barbara H Rath
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland
| | - Xiaolin Wu
- Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc, Frederick, Maryland
| | - Kevin Camphausen
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland
| | - Philip J Tofilon
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland.
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13
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Hatsuzawa Y, Yamaguchi K, Takanashi T, Sato I, Tamai K, Mochizuki M, Iwai W, Wakui Y, Abue M, Yamamoto K, Yasuda J, Mizuma M, Unno M, Sugamura K. CD109 promotes the tumorigenic ability and metastatic motility of pancreatic ductal adenocarcinoma cells. Pancreatology 2020; 20:493-500. [PMID: 32007357 DOI: 10.1016/j.pan.2020.01.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Revised: 12/18/2019] [Accepted: 01/18/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Accumulating evidence indicates that CD109, a glycosylphosphatidylinositol-anchored glycoprotein, is highly expressed in human epithelial carcinomas of multiple organs including the pancreas, but its functional role in carcinoma development has not yet been fully clarified. The aim of this study was to investigate the role of CD109 in the malignancy of pancreatic ductal adenocarcinoma (PDAC). METHODS PDAC specimens of 145 cases were immunostained for CD109, and correlations between CD109 expression and clinicopathological conditions were analyzed. CD109 expression in PANC-1 cells, a PDAC-derived cell line, was decreased by siRNA or shRNA and its effect on the malignancy of PANC-1 cells was examined. RESULTS Suppression of CD109 expression in PANC-1 cells resulted in reduction of in vitro cell motility and tumorigenicity in xenografts. Based on these results, we investigated the relationship between CD109 expression and metastasis of PDAC using tumor tissue specimens. Among 106 recurrent cases of 145 PDAC, there was a tendency for CD109-positive cases to be accompanied by distant metastasis. CONCLUSIONS CD109 plays a critical role in the promotion of tumorigenic ability and cellular motility relating to metastasis of PDAC cells.
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Affiliation(s)
- Yuuri Hatsuzawa
- Division of Molecular and Cellular Oncology, Miyagi Cancer Center Research Institute, Natori, 9811293, Japan; Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, 9808575, Japan
| | - Kazunori Yamaguchi
- Division of Molecular and Cellular Oncology, Miyagi Cancer Center Research Institute, Natori, 9811293, Japan; Department of Cancer Science, Tohoku University Graduate School of Medicine, Sendai, 9808575, Japan.
| | - Tomoka Takanashi
- Division of Molecular and Cellular Oncology, Miyagi Cancer Center Research Institute, Natori, 9811293, Japan
| | - Ikuro Sato
- Department of Cancer Science, Tohoku University Graduate School of Medicine, Sendai, 9808575, Japan; Division of Pathology, Miyagi Cancer Center, Natori, 9811293, Japan
| | - Keiichi Tamai
- Department of Cancer Science, Tohoku University Graduate School of Medicine, Sendai, 9808575, Japan; Division of Cancer Stem Cell, Miyagi Cancer Center Research Institute, Natori, 9811293, Japan
| | - Mai Mochizuki
- Department of Cancer Science, Tohoku University Graduate School of Medicine, Sendai, 9808575, Japan; Division of Cancer Stem Cell, Miyagi Cancer Center Research Institute, Natori, 9811293, Japan
| | - Wataru Iwai
- Department of Gastroenterology, Miyagi Cancer Center, Natori, 9811293, Japan
| | - Yuta Wakui
- Department of Gastroenterology, Miyagi Cancer Center, Natori, 9811293, Japan
| | - Makoto Abue
- Department of Gastroenterology, Miyagi Cancer Center, Natori, 9811293, Japan
| | - Kuniharu Yamamoto
- Department of Surgery, Tohoku Medical and Pharmaceutical University, Sendai, 9838536, Japan
| | - Jun Yasuda
- Division of Molecular and Cellular Oncology, Miyagi Cancer Center Research Institute, Natori, 9811293, Japan
| | - Masamichi Mizuma
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, 9808575, Japan
| | - Michiaki Unno
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, 9808575, Japan
| | - Kazuo Sugamura
- Division of Molecular and Cellular Oncology, Miyagi Cancer Center Research Institute, Natori, 9811293, Japan
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14
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Hide T, Komohara Y. Oligodendrocyte Progenitor Cells in the Tumor Microenvironment. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1234:107-122. [PMID: 32040858 DOI: 10.1007/978-3-030-37184-5_8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Glioblastoma (GBM) develops from adult brain white matter and is the most common and lethal primary brain tumor, characterized by rapid growth and invasion. GBM tumors frequently spread into the contralateral hemisphere, including in the beginning of tumor development. However, after complete resection of the tumor mass and chemo-radiotherapy, GBM commonly recurs around the tumor removal site, suggesting that the microenvironment at the tumor border provides therapeutic resistance to GBM cells. To improve patient prognosis, understanding the microenvironment at the tumor border is critical. Several microRNAs (miRNAs) show higher expression at the tumor border, with the top three involved in oligodendrocyte differentiation. Oligodendrocyte progenitor cells (OPCs) may induce stemness and chemo-radioresistance in GBM cells, providing a supportive function to promote GBM. This review describes important features of OPCs and insights into the "border niche," a unique microenvironment that allows GBM cells to survive and recur at the tumor border.
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Affiliation(s)
- Takuichiro Hide
- Department of Neurosurgery, Kitasato University School of Medicine, Kanagawa, Japan.
| | - Yoshihiro Komohara
- Department of Cell Pathology, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
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15
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Role of myeloid cells in the immunosuppressive microenvironment in gliomas. Immunobiology 2020; 225:151853. [PMID: 31703822 DOI: 10.1016/j.imbio.2019.10.002] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 09/03/2019] [Accepted: 10/08/2019] [Indexed: 02/06/2023]
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16
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Venkatesh VS, Lou E. Tunneling nanotubes: A bridge for heterogeneity in glioblastoma and a new therapeutic target? Cancer Rep (Hoboken) 2019; 2:e1185. [PMID: 32729189 PMCID: PMC7941610 DOI: 10.1002/cnr2.1185] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 03/10/2019] [Accepted: 04/10/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The concept of tumour heterogeneity is not novel but is fast becoming a paradigm by which to explain part of the highly recalcitrant nature of aggressive malignant tumours. Glioblastoma is a prime example of such difficult-to-treat, invasive, and incurable malignancies. With the advent of the post-genomic age and increased access to next-generation sequencing technologies, numerous publications have described the presence and extent of intratumoural and intertumoural heterogeneity present in glioblastoma. Moreover, there have been numerous reports more directly correlating the heterogeneity of glioblastoma to its refractory, reoccurring, and inevitably terminal nature. It is therefore prudent to consider the different forms of heterogeneity seen in glioblastoma and how to harness this understanding to better strategize novel therapeutic approaches. One of the most central questions of tumour heterogeneity is how these numerous different cell types (both tumour and non-tumour) in the tumour mass communicate. RECENT FINDINGS This chapter provides a brief review on the variable heterogeneity of glioblastoma, with a focus on cellular heterogeneity and on modalities of communication that can induce further molecular diversity within the complex and ever-evolving tumour microenvironment. We provide particular emphasis on the emerging role of actin-based cellular conduits called tunnelling nanotubes (TNTs) and tumour microtubes (TMs) and outline the perceived current problems in the field that need to be resolved before pharmacological targeting of TNTs can become a reality. CONCLUSIONS We conclude that TNTs and TMs provide a new and exciting avenue for the therapeutic targeting of glioblastoma and that numerous inroads have already made into TNT and TM biology. However, to target TMs and TNTs, several advances must be made before this aim can become a reality.
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Affiliation(s)
| | - Emil Lou
- Division of Hematology, Oncology and TransplantationUniversity of MinnesotaMinneapolisMinnesota
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17
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Wolf KJ, Chen J, Coombes J, Aghi MK, Kumar S. Dissecting and rebuilding the glioblastoma microenvironment with engineered materials. NATURE REVIEWS. MATERIALS 2019; 4:651-668. [PMID: 32647587 PMCID: PMC7347297 DOI: 10.1038/s41578-019-0135-y] [Citation(s) in RCA: 102] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/24/2019] [Indexed: 05/15/2023]
Abstract
Glioblastoma (GBM) is the most aggressive and common form of primary brain cancer. Several decades of research have provided great insight into GBM progression; however, the prognosis remains poor with a median patient survival time of ~ 15 months. The tumour microenvironment (TME) of GBM plays a crucial role in mediating tumour progression and thus is being explored as a therapeutic target. Progress in the development of treatments targeting the TME is currently limited by a lack of model systems that can accurately recreate the distinct extracellular matrix composition and anatomic features of the brain, such as the blood-brain barrier and axonal tracts. Biomaterials can be applied to develop synthetic models of the GBM TME to mimic physiological and pathophysiological features of the brain, including cellular and ECM composition, mechanical properties, and topography. In this Review, we summarize key features of the GBM microenvironment and discuss different strategies for the engineering of GBM TME models, including 2D and 3D models featuring chemical and mechanical gradients, interfaces and fluid flow. Finally, we highlight the potential of engineered TME models as platforms for mechanistic discovery and drug screening as well as preclinical testing and precision medicine.
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Affiliation(s)
- Kayla J. Wolf
- University of California, Berkeley – University of California, San Francisco Graduate Program in Bioengineering, Berkeley, California, 94720, USA
- Department of Bioengineering, University of California, Berkeley, Berkeley, California, 94720, USA
| | - Joseph Chen
- Department of Bioengineering, University of California, Berkeley, Berkeley, California, 94720, USA
| | - Jason Coombes
- Department of Bioengineering, University of California, Berkeley, Berkeley, California, 94720, USA
- Division of Transplantation Immunology and Mucosal Biology, Faculty of Life Sciences and Medicine, King’s College London, London, United Kingdom
| | - Manish K. Aghi
- Department of Neurosurgery, University of California San Francisco (UCSF), San Francisco, California, 94158
| | - Sanjay Kumar
- University of California, Berkeley – University of California, San Francisco Graduate Program in Bioengineering, Berkeley, California, 94720, USA
- Department of Bioengineering, University of California, Berkeley, Berkeley, California, 94720, USA
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California, 94720, USA
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18
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Zarco N, Norton E, Quiñones-Hinojosa A, Guerrero-Cázares H. Overlapping migratory mechanisms between neural progenitor cells and brain tumor stem cells. Cell Mol Life Sci 2019; 76:3553-3570. [PMID: 31101934 PMCID: PMC6698208 DOI: 10.1007/s00018-019-03149-7] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 04/16/2019] [Accepted: 05/13/2019] [Indexed: 01/18/2023]
Abstract
Neural stem cells present in the subventricular zone (SVZ), the largest neurogenic niche of the mammalian brain, are able to self-renew as well as generate neural progenitor cells (NPCs). NPCs are highly migratory and traverse the rostral migratory stream (RMS) to the olfactory bulb, where they terminally differentiate into mature interneurons. NPCs from the SVZ are some of the few cells in the CNS that migrate long distances during adulthood. The migratory process of NPCs is highly regulated by intracellular pathway activation and signaling from the surrounding microenvironment. It involves modulation of cell volume, cytoskeletal rearrangement, and isolation from compact extracellular matrix. In malignant brain tumors including high-grade gliomas, there are cells called brain tumor stem cells (BTSCs) with similar stem cell characteristics to NPCs but with uncontrolled cell proliferation and contribute to tumor initiation capacity, tumor progression, invasion, and tumor maintenance. These BTSCs are resistant to chemotherapy and radiotherapy, and their presence is believed to lead to tumor recurrence at distal sites from the original tumor location, principally due to their high migratory capacity. BTSCs are able to invade the brain parenchyma by utilizing many of the migratory mechanisms used by NPCs. However, they have an increased ability to infiltrate the tight brain parenchyma and utilize brain structures such as myelin tracts and blood vessels as migratory paths. In this article, we summarize recent findings on the mechanisms of cellular migration that overlap between NPCs and BTSCs. A better understanding of the intersection between NPCs and BTSCs will to provide a better comprehension of the BTSCs' invasive capacity and the molecular mechanisms that govern their migration and eventually lead to the development of new therapies to improve the prognosis of patients with malignant gliomas.
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Affiliation(s)
- Natanael Zarco
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Emily Norton
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA
- Neuroscience Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Jacksonville, FL, 32224, USA
| | - Alfredo Quiñones-Hinojosa
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Hugo Guerrero-Cázares
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA.
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, 32224, USA.
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19
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McCoy MG, Nyanyo D, Hung CK, Goerger JP, R Zipfel W, Williams RM, Nishimura N, Fischbach C. Endothelial cells promote 3D invasion of GBM by IL-8-dependent induction of cancer stem cell properties. Sci Rep 2019; 9:9069. [PMID: 31227783 PMCID: PMC6588602 DOI: 10.1038/s41598-019-45535-y] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 06/06/2019] [Indexed: 12/14/2022] Open
Abstract
Rapid growth and perivascular invasion are hallmarks of glioblastoma (GBM) that have been attributed to the presence of cancer stem-like cells (CSCs) and their association with the perivascular niche. However, the mechanisms by which the perivascular niche regulates GBM invasion and CSCs remain poorly understood due in part to a lack of relevant model systems. To simulate perivascular niche conditions and analyze consequential changes of GBM growth and invasion, patient-derived GBM spheroids were co-cultured with brain endothelial cells (ECs) in microfabricated collagen gels. Integrating these systems with 3D imaging and biochemical assays revealed that ECs increase GBM invasiveness and growth through interleukin-8 (IL-8)-mediated enrichment of CSCs. Blockade of IL-8 inhibited these effects in GBM-EC co-cultures, while IL-8 supplementation increased CSC-mediated growth and invasion in GBM-monocultures. Experiments in mice confirmed that ECs and IL-8 stimulate intracranial tumor growth and invasion in vivo. Collectively, perivascular niche conditions promote GBM growth and invasion by increasing CSC frequency, and IL-8 may be explored clinically to inhibit these interactions.
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Affiliation(s)
- Michael G McCoy
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States
| | - Dennis Nyanyo
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States
| | - Carol K Hung
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States
| | - Julian Palacios Goerger
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States
| | - Warren R Zipfel
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States
| | - Rebecca M Williams
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States
| | - Nozomi Nishimura
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States
| | - Claudia Fischbach
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, United States.
- Kavli Institute at Cornell for Nanoscale Science, Cornell University, Ithaca, NY, 14853, United States.
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20
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Novel concept of the border niche: glioblastoma cells use oligodendrocytes progenitor cells (GAOs) and microglia to acquire stem cell-like features. Brain Tumor Pathol 2019; 36:63-73. [PMID: 30968276 DOI: 10.1007/s10014-019-00341-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Accepted: 03/23/2019] [Indexed: 02/06/2023]
Abstract
Glioblastoma (GBM) is a major malignant brain tumor developing in adult brain white matter, characterized by rapid growth and invasion. GBM cells spread into the contralateral hemisphere, even during early tumor development. However, after complete resection of tumor mass, GBM commonly recurs around the tumor removal cavity, suggesting that a microenvironment at the tumor border provides chemo-radioresistance to GBM cells. Thus, clarification of the tumor border microenvironment is critical for improving prognosis in GBM patients. MicroRNA (miRNA) expression in samples from the tumor, tumor border, and peripheral region far from tumor mass was compared, and five miRNAs showing characteristically higher expression in the tumor border were identified, with the top three related to oligodendrocyte differentiation. Pathologically, oligodendrocyte lineage cells increased in the border, but were rare in tumors. Macrophages/microglia also colocalized in the border area. Medium cultured with oligodendrocyte progenitor cells (OPCs) and macrophages induced stemness and chemo-radioresistance in GBM cells, suggesting that OPCs and macrophages/microglia constitute a special microenvironment for GBM cells at the tumor border. The supportive function of OPCs for GBM cells has not been discussed previously. OPCs are indispensable for GBM cells to establish special niches for chemo-radioresistance outside the tumor mass.
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21
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Affiliation(s)
- Amir Barzegar Behrooz
- Department of Biochemistry, Faculty of Biotechnology and Biomolecular Science, Universiti Putra Malaysia, Serdang, Malaysia
| | - Amir Syahir
- Department of Biochemistry, Faculty of Biotechnology and Biomolecular Science, Universiti Putra Malaysia, Serdang, Malaysia
| | - Syahida Ahmad
- Department of Biochemistry, Faculty of Biotechnology and Biomolecular Science, Universiti Putra Malaysia, Serdang, Malaysia
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22
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Silver DJ, Lathia JD. Therapeutic Injury and Tumor Regrowth: Tumor Resection and Radiation Establish the Recurrent Glioblastoma Microenvironment. EBioMedicine 2018; 31:13-14. [PMID: 29699876 PMCID: PMC6014582 DOI: 10.1016/j.ebiom.2018.04.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 04/16/2018] [Indexed: 01/22/2023] Open
Affiliation(s)
- Daniel J Silver
- Cleveland Clinic Foundation, Lerner Research Institute, Cleveland, OH 44195, United States; Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, United States.
| | - Justin D Lathia
- Cleveland Clinic Foundation, Lerner Research Institute, Cleveland, OH 44195, United States; Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, United States
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