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Ang I, Yousafzai MS, Yadav V, Mohler K, Rinehart J, Bouklas N, Murrell M. Elastocapillary effects determine early matrix deformation by glioblastoma cell spheroids. APL Bioeng 2024; 8:026109. [PMID: 38706957 PMCID: PMC11069407 DOI: 10.1063/5.0191765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/12/2024] [Indexed: 05/07/2024] Open
Abstract
During cancer pathogenesis, cell-generated mechanical stresses lead to dramatic alterations in the mechanical and organizational properties of the extracellular matrix (ECM). To date, contraction of the ECM is largely attributed to local mechanical stresses generated during cell invasion, but the impact of "elastocapillary" effects from surface tension on the tumor periphery has not been examined. Here, we embed glioblastoma cell spheroids within collagen gels, as a model of tumors within the ECM. We then modulate the surface tension of the spheroids, such that the spheroid contracts or expands. Surprisingly, in both cases, at the far-field, the ECM is contracted toward the spheroids prior to cellular migration from the spheroid into the ECM. Through computational simulation, we demonstrate that contraction of the ECM arises from a balance of spheroid surface tension, cell-ECM interactions, and time-dependent, poroelastic effects of the gel. This leads to the accumulation of ECM near the periphery of the spheroid and the contraction of the ECM without regard to the expansion or contraction of the spheroid. These results highlight the role of tissue-level surface stresses and fluid flow within the ECM in the regulation of cell-ECM interactions.
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Affiliation(s)
- Ida Ang
- Department of Mechanical and Aerospace Engineering, Cornell University, Ithaca, New York 14853, USA
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Multifaceted Functional Role of Semaphorins in Glioblastoma. Int J Mol Sci 2019; 20:ijms20092144. [PMID: 31052281 PMCID: PMC6539029 DOI: 10.3390/ijms20092144] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 04/19/2019] [Accepted: 04/24/2019] [Indexed: 02/07/2023] Open
Abstract
Glioblastoma (GBM) is the most malignant tumor type affecting the adult central nervous system. Despite advances in therapy, the prognosis for patients with GBM remains poor, with a median survival of about 15 months. To date, few treatment options are available and recent trials based on the molecular targeting of some of the GBM hallmark pathways (e.g., angiogenesis) have not produced any significant improvement in overall survival. The urgent need to develop more efficacious targeted therapies has led to a better molecular characterization of GBM, revealing an emerging role of semaphorins in GBM progression. Semphorins are a wide group of membrane-bound and secreted proteins, originally identified as axon guidance cues, signaling through their receptors, neuropilins, and plexins. A number of semaphorin signals involved in the control of axonal growth and navigation during development have been found to furthermore participate in crosstalk with different dysfunctional GBM pathways, controlling tumor cell proliferation, migration, and invasion, as well as tumor angiogenesis or immune response. In this review, we summarize the regulatory activities mediated by semaphorins and their receptors on the oncogenic pathways implicated in GBM growth and invasive/metastatic progression.
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Phenotypic and Expressional Heterogeneity in the Invasive Glioma Cells. Transl Oncol 2018; 12:122-133. [PMID: 30292065 PMCID: PMC6172486 DOI: 10.1016/j.tranon.2018.09.014] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Revised: 09/21/2018] [Accepted: 09/24/2018] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND: Tumor cell invasion is a hallmark of glioblastoma (GBM) and a major contributing factor for treatment failure, tumor recurrence, and the poor prognosis of GBM. Despite this, our understanding of the molecular machinery that drives invasion is limited. METHODS: Time-lapse imaging of patient-derived GBM cell invasion in a 3D collagen gel matrix, analysis of both the cellular invasive phenotype and single cell invasion pattern with microarray expression profiling. RESULTS: GBM invasion was maintained in a simplified 3D-milieue. Invasion was promoted by the presence of the tumorsphere graft. In the absence of this, the directed migration of cells subsided. The strength of the pro-invasive repulsive signaling was specific for a given patient-derived culture. In the highly invasive GBM cultures, the majority of cells had a neural progenitor-like phenotype, while the less invasive cultures had a higher diversity in cellular phenotypes. Microarray expression analysis of the non-invasive cells from the tumor core displayed a higher GFAP expression and a signature of genes containing VEGFA, hypoxia and chemo-repulsive signals. Cells of the invasive front expressed higher levels of CTGF, TNFRSF12A and genes involved in cell survival, migration and cell cycle pathways. A mesenchymal gene signature was associated with increased invasion. CONCLUSION: The GBM tumorsphere core promoted invasion, and the invasive front was dominated by a phenotypically defined cell population expressing genes regulating traits found in aggressive cancers. The detected cellular heterogeneity and transcriptional differences between the highly invasive and core cells identifies potential targets for manipulation of GBM invasion.
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Tevis KM, Colson YL, Grinstaff MW. Embedded Spheroids as Models of the Cancer Microenvironment. ADVANCED BIOSYSTEMS 2017; 1:1700083. [PMID: 30221187 PMCID: PMC6135264 DOI: 10.1002/adbi.201700083] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
To more accurately study the complex mechanisms behind cancer invasion, progression, and response to treatment, researchers require models that replicate both the multicellular nature and 3D stromal environment present in an in vivo tumor. Multicellular aggregates (i.e., spheroids) embedded in an extracellular matrix mimic are a prevalent model. Recently, quantitative metrics that fully utilize the capability of spheroids are described along with conventional experiments, such as invasion into a matrix, to provide additional details and insights into the underlying cancer biology. The review begins with a discussion of the salient features of the tumor microenvironment, introduces the early work on non-embedded spheroids as tumor models, and then concentrates on the successes achieved with the study of embedded spheroids. Examples of studies include cell movement, drug response, tumor cellular heterogeneity, stromal effects, and cancer progression. Additionally, new methodologies and those borrowed from other research fields (e.g., vascularization and tissue engineering) are highlighted that expand the capability of spheroids to aid future users in designing their cancer-related experiments. The convergence of spheroid research among the various fields catalyzes new applications and leads to a natural synergy. Finally, the review concludes with a reflection and future perspectives for cancer spheroid research.
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Affiliation(s)
- Kristie M. Tevis
- Departments of Biomedical Engineering, Chemistry, and Medicine, Metcalf Center for Science and Engineering, Boston University, Boston, MA 02215
| | - Yolonda L. Colson
- Division of Thoracic Surgery, Department of Surgery, Brigham and Women’s Hospital, Boston, MA 02215
| | - Mark W. Grinstaff
- Departments of Biomedical Engineering, Chemistry, and Medicine, Metcalf Center for Science and Engineering, Boston University, Boston, MA 02215
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Fayzullin A, Tuvnes FA, Skjellegrind HK, Behnan J, Mughal AA, Langmoen IA, Vik-Mo EO. Time-lapse phenotyping of invasive glioma cells ex vivo reveals subtype-specific movement patterns guided by tumor core signaling. Exp Cell Res 2016; 349:199-213. [PMID: 27515001 DOI: 10.1016/j.yexcr.2016.08.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Revised: 07/28/2016] [Accepted: 08/02/2016] [Indexed: 01/13/2023]
Abstract
The biology of glioblastoma invasion and its mechanisms are poorly understood. We demonstrate using time-lapse microscopy that grafting of glioblastoma (GBM) tumorspheres into rodent brain slices results in experimental ex vivo tumors with invasive properties that recapitulate the invasion observed after orthotopic transplantation into the rodent brain. The migratory movements and mitotic patterns were clearly modified by signals extrinsic to the invading cells. The cells migrated away from the tumorspheres, and removal of the spheres reduced the directed invasive movement. The cell cultures contained different populations of invasive cells that had distinct morphology and invasive behavior patterns. Grafts of the most invasive GBM culture contained 91±8% cells with an invasive phenotype, characterized by small soma with a distinct leading process. Conversely, the majority of cells in less invasive GBM grafts were phenotypically heterogeneous: only 6.3±4.1% of the cells had the invasive phenotype. Grafts of highly and moderately invasive cultures had different proportions of cells that advanced into the brain slice parenchyma during the observation period: 89.2±2.2% and 23.1±6.8%, respectively. In grafts with moderately invasive properties, most of the cells (76.8±6.8%) invading the surrounding brain tissue returned to the tumor bulk or stopped centrifugal migration. Our data suggest that the invasion of individual GBM tumors can be conditioned by the prevalence of a cell fraction with particular invasive morphology and by signaling between the tumor core and invasive cells. These findings can be important for the development of new therapeutic strategies that target the invasive GBM cells.
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Affiliation(s)
- Artem Fayzullin
- Vilhelm Magnus Laboratory of Neurosurgical Research, Institute for Surgical Research and Department of Neurosurgery, Oslo University Hospital, 4950 Nydalen, 0424 Oslo, Norway.
| | - Frode A Tuvnes
- Institute of Basic Medical Sciences, Department of Physiology, University of Oslo, 1103 Blindern, 0317 Oslo, Norway
| | - Håvard K Skjellegrind
- Vilhelm Magnus Laboratory of Neurosurgical Research, Institute for Surgical Research and Department of Neurosurgery, Oslo University Hospital, 4950 Nydalen, 0424 Oslo, Norway
| | - Jinan Behnan
- Vilhelm Magnus Laboratory of Neurosurgical Research, Institute for Surgical Research and Department of Neurosurgery, Oslo University Hospital, 4950 Nydalen, 0424 Oslo, Norway
| | - Awais A Mughal
- Vilhelm Magnus Laboratory of Neurosurgical Research, Institute for Surgical Research and Department of Neurosurgery, Oslo University Hospital, 4950 Nydalen, 0424 Oslo, Norway
| | - Iver A Langmoen
- Vilhelm Magnus Laboratory of Neurosurgical Research, Institute for Surgical Research and Department of Neurosurgery, Oslo University Hospital, 4950 Nydalen, 0424 Oslo, Norway
| | - Einar O Vik-Mo
- Vilhelm Magnus Laboratory of Neurosurgical Research, Institute for Surgical Research and Department of Neurosurgery, Oslo University Hospital, 4950 Nydalen, 0424 Oslo, Norway
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Grodecki J, Short AR, Winter JO, Rao SS, Winter JO, Otero JJ, Lannutti JJ, Sarkar A. Glioma-astrocyte interactions on white matter tract-mimetic aligned electrospun nanofibers. Biotechnol Prog 2015; 31:1406-15. [PMID: 26081199 DOI: 10.1002/btpr.2123] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Revised: 05/29/2015] [Indexed: 12/11/2022]
Abstract
Gliomas are highly invasive forms of brain cancer comprising more than 50% of brain tumor cases in adults, and astrocytomas account for ∼60-70% of all gliomas. As a result of multiple factors, including enhanced migratory properties and extracellular matrix remodeling, even with current standards of care, mean survival time for patients is only ∼12 months. Because glioblastoma multiforme (GBM) cells arise from astrocytes, there is great interest in elucidating the interactions of these two cell types in vivo. Previous work performed on two-dimensional assays (i.e., tissue culture plastic and Boyden chamber assays) utilizes substrates that lack the complexities of the natural microenvironment. Here, we employed a three-dimensional, electrospun poly-(caprolactone) (PCL) nanofiber system (NFS) to mimic some features of topographical properties evidenced in vivo. Co-cultures of human GBM cells and rat astrocytes, as performed on the NFS, showed a significant increase in astrocyte GFAP expression, particularly in the presence of extracellular matrix (ECM) deposited by GBM cells. In addition, GBM migration increased in the presence of astrocytes or soluble factors (i.e., conditioned media). However, the presence of fixed astrocytes acted as an antagonist, lowering GBM migration rates. This data suggests that astrocytes and GBM cells interact through a multitude of pathways, including soluble factors and direct contact. This work demonstrates the potential of the NFS to duplicate some topographical features of the GBM tumor microenvironment, permitting analysis of topographical effects in GBM migration.
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Affiliation(s)
- Joseph Grodecki
- Dept. of Biomedical Engineering, The Ohio State University, Columbus, OH
| | - Aaron R Short
- Dept. of Biomedical Engineering, The Ohio State University, Columbus, OH
| | - Jessica O Winter
- Dept. of Biomedical Engineering, The Ohio State University, Columbus, OH
| | - Shreyas S Rao
- William G. Lowrie Dept. of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH
| | - Jessica O Winter
- William G. Lowrie Dept. of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH
| | - José Javier Otero
- Dept. of Pathology, Division of Neuropathology, The Ohio State University Wexner Medical Center, Columbus, OH
| | - John J Lannutti
- Dept. of Materials Science and Engineering, The Ohio State University, Columbus, OH
| | - Atom Sarkar
- Dept. of Neurosurgery and Laboratory for Nanomedicine, Geisinger Health System, Danville, PA
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7
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Meyer M, Schimansky-Geier L, Romanczuk P. Active Brownian agents with concentration-dependent chemotactic sensitivity. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2014; 89:022711. [PMID: 25353513 DOI: 10.1103/physreve.89.022711] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Indexed: 06/04/2023]
Abstract
We study a biologically motivated model of overdamped, autochemotactic Brownian agents with concentration-dependent chemotactic sensitivity. The agents in our model move stochastically and produce a chemical ligand at their current position. The ligand concentration obeys a reaction-diffusion equation and acts as a chemoattractant for the agents, which bias their motion towards higher concentrations of the dynamically altered chemical field. We explore the impact of concentration-dependent response to chemoattractant gradients on large-scale pattern formation, by deriving a coarse-grained macroscopic description of the individual-based model, and compare the conditions for emergence of inhomogeneous solutions for different variants of the chemotactic sensitivity. We focus primarily on the so-called receptor-law sensitivity, which models a nonlinear decrease of chemotactic sensitivity with increasing ligand concentration. Our results reveal qualitative differences between the receptor law, the constant chemotactic response, and the so-called log law, with respect to stability of the homogeneous solution, as well as the emergence of different patterns (labyrinthine structures, clusters, and bubbles) via spinodal decomposition or nucleation. We discuss two limiting cases, where the model can be reduced to the dynamics of single species: (I) the agent density governed by a density-dependent effective diffusion coefficient and (II) the ligand field with an effective bistable, time-dependent reaction rate. In the end, we turn to single clusters of agents, studying domain growth and determining mean characteristics of the stationary inhomogeneous state. Analytical results are confirmed and extended by large-scale GPU simulations of the individual based model.
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Affiliation(s)
- Marcel Meyer
- Department of Physics, Humboldt Universität zu Berlin, Newtonstraße 15, 12489 Berlin, Germany
| | - Lutz Schimansky-Geier
- Department of Physics, Humboldt Universität zu Berlin, Newtonstraße 15, 12489 Berlin, Germany
| | - Pawel Romanczuk
- Physikalisch-Technische Bundesanstalt, Abbestraße 2-12, 10587 Berlin, Germany
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8
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Abstract
Glial tumors have demonstrated abilities to sustain growth via recruitment of glial progenitor cells (GPCs), which is believed to be driven by chemotactic cues. Previous studies have illustrated that mouse GPCs of different genetic backgrounds are able to replicate the dispersion pattern seen in the human disease. How GPCs with genetic backgrounds transformed by tumor paracrine signaling respond to extracellular cues via migration is largely unexplored, and remains a limiting factor in utilizing GPCs as therapeutic targets. In this study, we utilized a microfluidic device to examine the chemotaxis of three genetically-altered mouse GPC populations towards tumor conditioned media, as well as towards three growth factors known to initiate the chemotaxis of cells excised from glial tumors: Hepatocyte Growth Factor (HGF), Platelet-Derived Growth Factor-BB (PDGF-BB), and Transforming Growth Factor-α (TGF-α). Our results illustrate that GPC types studied exhibited chemoattraction and chemorepulsion by different concentrations of the same ligand, as well as enhanced migration in the presence of ultra-low ligand concentrations within environments of high concentration gradient. These findings contribute towards our understanding of the causative and supportive roles that GPCs play in tumor growth and reoccurrence, and also point to GPCs as potential therapeutic targets for glioma treatment.
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Schichor C, Albrecht V, Korte B, Buchner A, Riesenberg R, Mysliwietz J, Paron I, Motaln H, Turnšek TL, Jürchott K, Selbig J, Tonn JC. Mesenchymal stem cells and glioma cells form a structural as well as a functional syncytium in vitro. Exp Neurol 2011; 234:208-19. [PMID: 22230665 DOI: 10.1016/j.expneurol.2011.12.033] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2011] [Revised: 12/09/2011] [Accepted: 12/19/2011] [Indexed: 01/01/2023]
Abstract
The interaction of human mesenchymal stem cells (hMSCs) and tumor cells has been investigated in various contexts. HMSCs are considered as cellular treatment vectors based on their capacity to migrate towards a malignant lesion. However, concerns about unpredictable behavior of transplanted hMSCs are accumulating. In malignant gliomas, the recruitment mechanism is driven by glioma-secreted factors which lead to accumulation of both, tissue specific stem cells as well as bone marrow derived hMSCs within the tumor. The aim of the present work was to study specific cellular interactions between hMSCs and glioma cells in vitro. We show, that glioma cells as well as hMSCs differentially express connexins, and that they interact via gap-junctional coupling. Besides this so-called functional syncytium formation, we also provide evidence of cell fusion events (structural syncytium). These complex cellular interactions led to an enhanced migration and altered proliferation of both, tumor and mesenchymal stem cell types in vitro. The presented work shows that glioma cells display signs of functional as well as structural syncytium formation with hMSCs in vitro. The described cellular phenomena provide new insight into the complexity of interaction patterns between tumor cells and host cells. Based on these findings, further studies are warranted to define the impact of a functional or structural syncytium formation on malignant tumors and cell based therapies in vivo.
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Affiliation(s)
- Christian Schichor
- Tumorbiological Laboratory, Neurosurgical Clinic, Ludwig-Maximilians-University Munich, Germany.
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d'Onofrio A. Spatiotemporal effects of a possible chemorepulsion of tumor cells by immune system effectors. J Theor Biol 2011; 296:41-8. [PMID: 22119911 DOI: 10.1016/j.jtbi.2011.11.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2011] [Revised: 10/18/2011] [Accepted: 11/11/2011] [Indexed: 11/27/2022]
Abstract
Tumor-immune system interplay is a landmark of tumor development, and chemotactic attraction of immune system cells towards a tumor is a landmark of immune control. Since tumor cells are capable of chemotactic and chemorepulsive motion, based on a number of analogies between the behavior of tumor cells and that of bacteria, and on the production of potentially chemorepulsive semaphorins by immune systems effectors, we propose here the possibility of chemorepulsion of tumor cells, elicited by chemicals produced by immune system effectors such as macrophages and cytotoxic T lymphocytes. To study the effects of this hypothesized phenomenon within the framework of the interplay of neoplasias with the innate and adaptive immune system, we appropriately extend two well-known models: the tumor-macrophage models by Owen and Sherratt [Owen and Sherratt, J. Theor. Biol., 1998] and the Matzavinos-Chaplain model of tumor-CTL interaction [Matzavinos, Chaplain and Kuznetsov, Math. Med. Biol., 2004]. Our simulations suggest that this mechanism might allow a faster expansion of tumors, and in the concluding remarks we envisage a new possible route of immunoevasion.
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Affiliation(s)
- Alberto d'Onofrio
- Department of Experimental Oncology, European Institute of Oncology, Via Ripamonti 435, Milano I-20141, Italy.
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Yang YL, Sun C, Wilhelm ME, Fox LJ, Zhu J, Kaufman LJ. Influence of chondroitin sulfate and hyaluronic acid on structure, mechanical properties, and glioma invasion of collagen I gels. Biomaterials 2011; 32:7932-40. [PMID: 21820735 DOI: 10.1016/j.biomaterials.2011.07.018] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2011] [Accepted: 07/06/2011] [Indexed: 01/13/2023]
Abstract
To mimic the extracellular matrix surrounding high grade gliomas, composite matrices composed of either acid-solubilized (AS) or pepsin-treated (PT) collagen and the glycosaminoglycans chondroitin sulfate (CS) and hyaluronic acid (HA) are prepared and characterized. The structure and mechanical properties of collagen/CS and collagen/HA gels are studied via confocal reflectance microscopy (CRM) and rheology. CRM reveals that CS induces fibril bundling and increased mesh size in AS collagen but not PT collagen networks. The presence of CS also induces more substantial changes in the storage and loss moduli of AS gels than of PT gels, in accordance with expectation based on network structural parameters. The presence of HA significantly reduces mesh size in AS collagen but has a smaller effect on PT collagen networks. However, both AS and PT collagen network viscoelasticity is strongly affected by the presence of HA. The effects of CS and HA on glioma invasion is then studied in collagen/GAG matrices with network structure both similar to (PT collagen-based gels) and disparate from (AS collagen-based gels) those of the corresponding pure collagen matrices. It is shown that CS inhibits and HA has no significant effect on glioma invasion in 1.0 mg/ml collagen matrices over 3 days. The inhibitory effect of CS on glioma invasion is more apparent in AS than in PT collagen gels, suggesting invasive behavior in these environments is affected by both biochemical and network morphological changes induced by GAGs. This study is among the few efforts to differentiate structural, mechanical and biochemical effects of changes to matrix composition on cell motility in 3D.
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Affiliation(s)
- Ya-li Yang
- Department of Chemistry, Columbia University, New York, NY 10027, USA
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Tektonidis M, Hatzikirou H, Chauvière A, Simon M, Schaller K, Deutsch A. Identification of intrinsic in vitro cellular mechanisms for glioma invasion. J Theor Biol 2011; 287:131-47. [PMID: 21816160 DOI: 10.1016/j.jtbi.2011.07.012] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2011] [Revised: 05/27/2011] [Accepted: 07/20/2011] [Indexed: 12/18/2022]
Abstract
Invasion of malignant glioma is a highly complex phenomenon involving molecular and cellular processes at various spatio-temporal scales, whose precise interplay is still not fully understood. In order to identify the intrinsic cellular mechanisms of glioma invasion, we study an in vitro culture of glioma cells. By means of a computational approach, based on a cellular automaton model, we compare simulation results to the experimental data and deduce cellular mechanisms from microscopic and macroscopic observables (experimental data). For the first time, it is shown that the migration/proliferation dichotomy plays a central role in the invasion of glioma cells. Interestingly, we conclude that a diverging invasive zone is a consequence of this dichotomy. Additionally, we observe that radial persistence of glioma cells in the vicinity of dense areas accelerates the invasion process. We argue that this persistence results from a cell-cell repulsion mechanism. If glioma cell behavior is regulated through a migration/proliferation dichotomy and a self-repellent mechanism, our simulations faithfully reproduce all the experimental observations.
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Affiliation(s)
- Marco Tektonidis
- Biomedical Computer Vision Group, University of Heidelberg, BIOQUANT, IPMB, German Cancer Research Center (DKFZ) Heidelberg, Heidelberg, Germany
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Enderling H, Hlatky L, Hahnfeldt P. Tumor morphological evolution: directed migration and gain and loss of the self-metastatic phenotype. Biol Direct 2010; 5:23. [PMID: 20406441 PMCID: PMC2868833 DOI: 10.1186/1745-6150-5-23] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2010] [Accepted: 04/20/2010] [Indexed: 11/10/2022] Open
Abstract
Background Aside from the stepwise genetic alterations known to underlie cancer cell creation, the microenvironment is known to profoundly influence subsequent tumor development, morphology and metastasis. Invasive cluster formation has been assumed to be dependent on directed migration and a heterogeneous environment - a conclusion derived from complex models of tumor-environment interaction. At the same time, these models have not included the prospect, now supported by a preponderance of evidence, that only a minority of cancer cells may have stem cell capacity. This proves to weigh heavily on the microenvironmental requirements for the display of characteristic tumor growth phenotypes. We show using agent-based modeling that some defining features of tumor growth ascribed to directed migration might also be realized under random migration, and discuss broader implications for cause-and-effect determination in general. Results Considering only the properties of random migration in tumors composed of stem cells and committed cells, we are able to recapitulate a characteristic clustering feature of invasive tumor growth, a property we attribute to "self-metastatic" growth. When the additional influence of directed migrations under chemotactic environments are considered, we find that tumor growth and invasive morphology are supported while the tumor is distant from the source, but are progressively discouraged as the tumor converges about that source. Conclusions We show that invasive clustering can derive from basic kinetic assumptions often neglected in more complex models. While higher-order mechanisms, e.g. directed migration upon chemotactic stimuli, may result in clustering growth morphologies, exclusive attributions of this phenotype to this or other structured microenvironments would be inappropriate, in light of our finding these features are observable in a homogeneous environment. Furthermore, directed migration will result in loss of the invasive phenotype as the tumor approaches the attractor source. Reviewers: This article was reviewed by Mark Little and Glen Webb.
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Affiliation(s)
- Heiko Enderling
- Center of Cancer Systems Biology, St Elizabeth's Medical Center, Tufts University School of Medicine, Boston, MA 02135, USA
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Biological Horizons for Targeting Brain Malignancy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2010; 671:93-104. [DOI: 10.1007/978-1-4419-5819-8_8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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15
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Eikenberry SE, Sankar T, Preul MC, Kostelich EJ, Thalhauser CJ, Kuang Y. Virtual glioblastoma: growth, migration and treatment in a three-dimensional mathematical model. Cell Prolif 2009; 42:511-28. [PMID: 19489983 PMCID: PMC6760820 DOI: 10.1111/j.1365-2184.2009.00613.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2008] [Accepted: 08/13/2008] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES Glioblastomas are aggressive primary brain cancers that are characterized by extensive infiltration into the brain and are highly resistant to treatment. Through mathematical modelling, we model the process of invasion and predict the relative importance of mechanisms contributing to malignant invasion. Clinically, we predict patterns of tumour recurrence following various modes of therapeutic intervention. MATERIALS AND METHODS Our mathematical model uses a realistic three-dimensional brain geometry and considers migrating and proliferating cells as separate classes. Several mechanisms for infiltrative migration are considered. Methods are developed for simulating surgical resection, radiotherapy and chemotherapy. RESULTS The model provides clinically realistic predictions of tumour growth and recurrence following therapeutic intervention. Specific results include (i) invasiveness is governed largely by the ability of glioblastoma cells to degrade and migrate through the extracellular matrix and the ability of single migrating cells to form colonies; (ii) tumours originating deeper in the brain generally grow more quickly than those of superficial origin; (iii) upon surgery, the margins and geometry of resection significantly determine the extent and pattern of postoperative recurrence; (iv) radiotherapy works synergistically with greater resection margins to reduce recurrence; (v) simulations in both two- and three-dimensional geometries give qualitatively similar results; and (vi) in an actual clinical case comprising several surgical interventions, the model provides good qualitative agreement between the simulated and observed course of the disease. CONCLUSIONS The model provides a useful initial framework by which biological mechanisms of invasion and efficacy of potential treatment regimens may be assessed.
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Affiliation(s)
- S E Eikenberry
- Department of Mathematics and Statistics, Arizona State University, Tempe, AZ 85287, USA.
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Takata M, Maniwa Y, Doi T, Tanaka Y, Okada K, Nishio W, Ohbayashi C, Yoshimura M, Hayashi Y, Okita Y. Double-Layered Collagen Gel Hemisphere for Cell Invasion Assay: Successful Visualization and Quantification of Cell Invasion Activity. ACTA ACUST UNITED AC 2009; 14:157-67. [DOI: 10.1080/15419060701557859] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Aubert M, Badoual M, Grammaticos B. A model for short- and long-range interactions of migrating tumour cell. Acta Biotheor 2008; 56:297-314. [PMID: 18843538 DOI: 10.1007/s10441-008-9061-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2008] [Accepted: 09/22/2008] [Indexed: 01/06/2023]
Abstract
We examine the consequences of long-range effects on tumour cell migration. Our starting point are previous results of ours where we have shown that the migration patterns of glioma cells are best interpreted if one assumes attractive interactions between cells. Here we complement the cellular automaton model previously introduced by the assumption of the existence of a chemorepellent produced by the main bulk of large spheroids (in the hypoxic/necrotic areas). Visible effects due to the presence of such a substance can be found in the density profiles of cells migrating out of a single spheroid as well as in the angular distribution of cells coming from two close-lying spheroids. These effects depend crucially on the diffusion speed of the chemorepellent. A comparison of the simulation results to experimental data of Werbowetski et al. allows to draw (tentative) conclusions on the existence of a chemorepellent and its properties.
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18
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Abstract
In this work, a cellular Potts model based on the differential adhesion hypothesis is employed to analyze the relative importance of select cell-cell and cell-extracellular matrix (ECM) contacts in glioma invasion. To perform these simulations, three types of cells and two ECM components are included. The inclusion of explicit ECM with an inhomogeneous fibrous component and a homogeneously dispersed afibrous component allows exploration of the importance of relative energies of cell-cell and cell-ECM contacts in a variety of environments relevant to in vitro and in vivo experimental investigations of glioma invasion. Simulations performed here focus chiefly on reproducing findings of in vitro experiments on glioma spheroids embedded in collagen I gels. For a given range and set ordering of energies associated with key cell-cell and cell-ECM interactions, our model qualitatively reproduces the dispersed glioma invasion patterns found for most glioma cell lines embedded as spheroids in collagen I gels of moderate concentration. In our model, we find that invasion is maximized at intermediate collagen concentrations, as occurs experimentally. This effect is seen more strongly in model gels composed of short collagen fibers than in those composed of long fibers, which retain significant connectivity even at low density. Additional simulations in aligned model matrices further elucidate how matrix structure dictates invasive patterns. Finally, simulations that allow invading cells to both dissolve and deposit ECM components demonstrate how Q-Potts models may be elaborated to allow active cell alteration of their surroundings. The model employed here provides a quantitative framework with which to bound the relative values of cell-cell and cell-ECM interactions and investigate how varying the magnitude and type of these interactions, as well as ECM structure, could potentially curtail glioma invasion.
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Mertsch S, Schmitz N, Jeibmann A, Geng JG, Paulus W, Senner V. Slit2 involvement in glioma cell migration is mediated by Robo1 receptor. J Neurooncol 2008; 87:1-7. [PMID: 17968499 DOI: 10.1007/s11060-007-9484-2] [Citation(s) in RCA: 94] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2007] [Accepted: 10/17/2007] [Indexed: 12/31/2022]
Abstract
Slit and Robo proteins are evolutionarily conserved molecules whose interaction underlies axon guidance and neuronal precursor cell migration. During development secreted Slit proteins mediate chemorepulsive signals on cells expressing Robo receptors. Because similar molecular mechanisms may be utilized in glioma cell invasion and neuroblast migration, we studied the expression of Slit2 and its transmembrane receptor Robo1 as well as their functional role in migration in glioma cells. qRT-PCR and immunohistochemistry of human specimens revealed that Slit2 was distinctly expressed by non-neoplastic neurons, but at only very low levels in fibrillary astrocytoma and glioblastoma. Robo1 also was mainly restricted to neurons in the normal brain, whereas astrocytic tumor cells in situ as well as glioblastoma cell lines overexpressed Robo1 at mRNA and protein levels. Recombinant human Slit2 in a concentration of 0.45 nM was repulsive for glioma cell lines in a modified Boyden chamber assay. RNAi-mediated knockdown of Robo1 in glioma cell lines neutralized the repulsive effect of Slit2, demonstrating that Robo1 served as the major Slit2 receptor. Our findings suggest that a chemorepulsive effect mediated by interaction of Slit2 and Robo1 participates in glioma cell guidance in the brain.
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Affiliation(s)
- Sonja Mertsch
- Institute of Neuropathology, University Hospital Münster, Domagkstr. 19, 48149, Münster, Germany
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Stein AM, Nowicki MO, Demuth T, Berens ME, Lawler SE, Chiocca EA, Sander LM. Estimating the cell density and invasive radius of three-dimensional glioblastoma tumor spheroids grown in vitro. APPLIED OPTICS 2007; 46:5110-8. [PMID: 17676121 DOI: 10.1364/ao.46.005110] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
To gain insight into brain tumor invasion, experiments are conducted on multicellular tumor spheroids grown in collagen gel. Typically, a radius of invasion is reported, which is obtained by human measurement. We present a simple, heuristic algorithm for automated invasive radii estimation (AIRE) that uses local fluctuations of the image intensity. We then derive an analytical expression relating the image graininess to the cell density for a model imaging system. The result agrees with the experiment up to a multiplicative constant and thus describes a novel method for estimating the cell density from bright-field images.
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Affiliation(s)
- Andrew M Stein
- Department of Mathematics, University of Michigan, 2074 East Hall, 525 Church Street Ann Arbor, Michigan 48109, USA.
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21
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Goplen D, Wang J, Enger PØ, Tysnes BB, Terzis AJA, Laerum OD, Bjerkvig R. Protein disulfide isomerase expression is related to the invasive properties of malignant glioma. Cancer Res 2006; 66:9895-902. [PMID: 17047051 DOI: 10.1158/0008-5472.can-05-4589] [Citation(s) in RCA: 154] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
By serial transplantation of human glioblastoma biopsies into the brain of immunodeficient nude rats, two different tumor phenotypes were obtained. Initially, the transplanted xenografts displayed a highly invasive phenotype that showed no signs of angiogenesis. By serial transplantation in animals, the tumors changed to a less invasive, predominantly angiogenic phenotype. To identify novel proteins related to the invasive phenotype, the xenografts were analyzed using a global proteomics approach. One of the identified proteins was protein disulfide isomerase (PDI) A6 precursor. PDI is a chaperone protein that mediates integrin-dependent cell adhesion. It is both present in the cytosol and at the cell surface. We show that PDI is strongly expressed on invasive glioma cells, in both xenografts and at the invasive front of human glioblastomas. Using an in vitro migration assay, we also show that PDI is expressed on migrating glioma cells. To determine the functional significance of PDI in cell migration, we tested the effect of a PDI inhibitor, bacitracin, and a PDI monoclonal antibody on glioma cell migration and invasion in vitro. Both tumor spheroids derived from human glioblastoma xenografts in nude rat brain and cell line spheroids were used. The PDI antibody, as well as bacitracin, inhibited tumor cell migration and invasion. The anti-invasive effect of bacitracin was reversible after withdrawal of the inhibitor, indicating a specific, nontoxic effect. In conclusion, using a global proteomics approach, PDI was identified to play an important role in glioma cell invasion, and its action was effectively inhibited by bacitracin.
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Affiliation(s)
- Dorota Goplen
- Department of Biomedicine, University of Bergen, Bergen, Norway.
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22
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Thorsen F, Afione S, Huszthy PC, Tysnes BB, Svendsen A, Bjerkvig R, Kotin RM, Lønning PE, Hoover F. Adeno-associated virus (AAV) serotypes 2, 4 and 5 display similar transduction profiles and penetrate solid tumor tissue in models of human glioma. J Gene Med 2006; 8:1131-40. [PMID: 16810631 DOI: 10.1002/jgm.939] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Adeno-associated viral (AAV) vectors are potent delivery vehicles for gene transfer strategies directed at the central nervous system (CNS), muscle and liver. However, comparatively few studies have described AAV-mediated gene transfer to tumor tissues. We have previously demonstrated that while AAV2 and Adenoviral (Ad) 5 vectors have similar broad host ranges in tumor-derived cell lines, AAV2 was able to penetrate human glioblastoma biopsy spheroids and xenografts more efficiently than Ad 5 vectors. These results suggested that AAV vectors could be suitable for therapeutic gene delivery to solid tumor tissue. In the present work, the transduction efficacy of AAV serotypes 4 and 5 were compared to AAV2, both in vitro and in intracranial GBM xenografts derived from patient biopsies implanted into nude rats. METHODS AAV vector serotypes 2, 4, and 5 containing either the green fluorescent protein (GFP) or the bacterial beta-galactosidase (lacZ) reporter gene were added to five different human glioma cell lines, to multicellular spheroids generated from glioblastoma patient biopsies, and to spheroids xenografted intracranially in nude rats. Transduction efficiency was assessed by fluorescence imaging, histochemistry, immunohistochemistry and flow cytometry. RESULTS While all three AAV serotypes were able to transduce the glioma cell lines when added individually or when they were administered in concert, AAV2 transduced the glioma cells most effectively compared to AAV4 or AAV5. Upon infecting glioblastoma spheroids in vitro, all three AAV serotypes efficiently transduced cells located at the surface as well as within deeper layers of the spheroids. In addition, similarly to what was observed for AAV2 16, both AAV4 and AAV5 were able to transduce human glioblastoma xenografts implanted intracranially. CONCLUSIONS In addition to the widely used AAV2 serotype, AAV4 and AAV5 serotypes may also be used to transduce biologically diverse glioma cell lines. They also penetrate and transduce solid human tumor tissue derived from patient biopsies. Therefore, the data presented here provide a proof of principle for developing AAV4 and AAV5 as treatment vehicles for human malignant gliomas.
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Affiliation(s)
- Frits Thorsen
- Department of Biomedicine, Section of Anatomy and Cell Biology, University of Bergen, and Department of Oncology and Medical Physics, Haukeland University Hospital, Bergen, Norway.
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23
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Stein AM, Demuth T, Mobley D, Berens M, Sander LM. A mathematical model of glioblastoma tumor spheroid invasion in a three-dimensional in vitro experiment. Biophys J 2006; 92:356-65. [PMID: 17040992 PMCID: PMC1697862 DOI: 10.1529/biophysj.106.093468] [Citation(s) in RCA: 152] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Glioblastoma, the most malignant form of brain cancer, is responsible for 23% of primary brain tumors and has extremely poor outcome. Confounding the clinical management of glioblastomas is the extreme local invasiveness of these cancer cells. The mechanisms that govern invasion are poorly understood. To gain insight into glioblastoma invasion, we conducted experiments on the patterns of growth and dispersion of U87 glioblastoma tumor spheroids in a three-dimensional collagen gel. We studied two different cell lines, one with a mutation to the EGFR (U87DeltaEGFR) that is associated with increased malignancy, and one with an endogenous (wild-type) receptor (U87WT). We developed a continuum mathematical model of the dispersion behaviors with the aim of identifying and characterizing discrete cellular mechanisms underlying invasive cell motility. The mathematical model quantitatively reproduces the experimental data, and indicates that the U87WT invasive cells have a stronger directional motility bias away from the spheroid center as well as a faster rate of cell shedding compared to the U87DeltaEGFR cells. The model suggests that differences in tumor cell dispersion may be due to differences in the chemical factors produced by cells, differences in how the two cell lines remodel the gel, or different cell-cell adhesion characteristics.
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Affiliation(s)
- Andrew M Stein
- Department of Mathematics, University of Michigan, Ann Arbor, Michigan 48109, USA.
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24
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Werbowetski-Ogilvie TE, Seyed Sadr M, Jabado N, Angers-Loustau A, Agar NYR, Wu J, Bjerkvig R, Antel JP, Faury D, Rao Y, Del Maestro RF. Inhibition of medulloblastoma cell invasion by Slit. Oncogene 2006; 25:5103-12. [PMID: 16636676 PMCID: PMC2072874 DOI: 10.1038/sj.onc.1209524] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2005] [Revised: 01/27/2006] [Accepted: 02/22/2006] [Indexed: 11/09/2022]
Abstract
Invasion of brain tumor cells has made primary malignant brain neoplasms among the most recalcitrant to therapeutic strategies. We tested whether the secreted protein Slit2, which guides the projection of axons and developing neurons, could modulate brain tumor cell invasion. Slit2 inhibited the invasion of medulloblastoma cells in a variety of in vitro models. The effect of Slit2 was inhibited by the Robo ectodomain. Time-lapse videomicroscopy indicated that Slit2 reduced medulloblastoma invasion rate without affecting cell direction or proliferation. Both medulloblastoma and glioma tumors express Robo1 and Slit2, but only medulloblastoma invasion is inhibited by recombinant Slit2 protein. Downregulation of activated Cdc42 may contribute to this differential response. Our findings reinforce the concept that neurodevelopmental cues such as Slit2 may provide insights into brain tumor invasion.
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Affiliation(s)
- T E Werbowetski-Ogilvie
- Brain Tumour Research Centre, Montreal Neurological Institute, McGill University, Montreal, QC, Canada
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25
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Sundlisaeter E, Wang J, Sakariassen PØ, Marie M, Mathisen JR, Karlsen BO, Prestegarden L, Skaftnesmo KO, Bjerkvig R, Enger PØ. Primary glioma spheroids maintain tumourogenicity and essential phenotypic traits after cryopreservation. Neuropathol Appl Neurobiol 2006; 32:419-27. [PMID: 16866987 DOI: 10.1111/j.1365-2990.2006.00744.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Tumour spheroids initiated from glioma biopsy specimens provide a valuable three-dimensional cell culture system that share several biological features of malignant brain tumours in situ. Upon xenotransplantation in immunodeficient rats, tumours derived from such spheroids exhibit a highly infiltrative growth. Successful cryopreservation of spheroid specimens therefore represents an excellent tool for future comparative studies of tumour growth and progression. Thus, if frozen stocks of human glioma spheroids can be established, similar to those obtained from cancer cell lines, it would ease the planning of biopsy-based experiments. In this context, it is crucial that cryopreservation does not alter the biological behaviour of the tumour spheroids. The biopsy spheroids were frozen to -40 degrees Celsius, stored for 1 week at -196 degrees Celsius, thawed rapidly and cultured for 1 week. The viability of the spheroids was compared against controls using a two-colour fluorescence assay, which demonstrated that cryopreservation was well tolerated. Using an in vitro invasion assay, it is shown that the freezing procedures did not affect the spheroids ability to invade a collagen gel. Cryopreserved and control tumour spheroids were equally tumourogenic, and produced overlapping survival curves when transplanted into the brains of immunocompromised rats. Immunohistochemical analyses showed no significant changes regarding microvessel density or proliferation index. Furthermore, gene expression profiling using a macroarray system detected no significant changes following cryopreservation. The present data show that cryopreservation is well tolerated, and represent a methodologically reliable storage method for biopsy spheroids that can be used in experimental studies at later time points.
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Affiliation(s)
- E Sundlisaeter
- Department of Biomedicine, University of Bergen, Bergen, Norway.
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26
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Yip S, Sabetrasekh R, Sidman RL, Snyder EY. Neural stem cells as novel cancer therapeutic vehicles. Eur J Cancer 2006; 42:1298-308. [PMID: 16697638 DOI: 10.1016/j.ejca.2006.01.046] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2006] [Accepted: 01/23/2006] [Indexed: 01/14/2023]
Abstract
The startling resemblance of many of the behaviours of brain tumours to the intrinsic properties of the neural stem/progenitor cell has triggered a recent dual interest in arming stem cells to track and help eradicate tumours and in viewing stem cell biology as somehow integral to the emergence and/or propagation of the neoplasm itself. These aspects are reviewed and discussed here.
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Affiliation(s)
- Stephen Yip
- Department of Pathology & Laboratory Medicine, Vancouver General Hospital, University of British Columbia, Vancouver, BC, Canada
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27
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Werbowetski-Ogilvie TE, Agar NYR, Waldkircher de Oliveira RM, Faury D, Antel JP, Jabado N, Del Maestro RF. Isolation of a natural inhibitor of human malignant glial cell invasion: inter alpha-trypsin inhibitor heavy chain 2. Cancer Res 2006; 66:1464-72. [PMID: 16452202 DOI: 10.1158/0008-5472.can-05-1913] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Malignant central nervous system (CNS) tumors, such as glioblastoma multiforme, invade the brain and disrupt normal tissue architecture, making complete surgical removal virtually impossible. Here, we have developed and optimized a purification strategy to isolate and identify natural inhibitors of glioma cell invasion in a three-dimensional collagen type I matrix. Inter alpha-trypsin inhibitor heavy chain 2 (ITI H2) was identified from the most inhibitory fractions and its presence was confirmed both as a single protein and in a bikunin-bound form. Stable overexpression in U251 glioma cells validated ITI H2's strong inhibition of human glioma cell invasion together with significant inhibition of cell proliferation and promotion of cell-cell adhesion. Analysis of primary human brain tumors showed significantly higher levels of ITI H2 in normal brain and low-grade tumors compared with high-grade gliomas, indicating an inverse correlation with malignancy. The phosphatidylinositol 3-kinase/Akt signaling cascade seemed to be one of the pathways involved in the effect of ITI H2 on U251 cells. These findings suggest that reduction of ITI H2 expression correlates with brain tumor progression and that targeting factors responsible for its loss or restoring the ITI supply exogenously may serve as potential therapeutic strategies for a variety of CNS tumors.
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28
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Eckerich C, Zapf S, Ulbricht U, Müller S, Fillbrandt R, Westphal M, Lamszus K. Contactin is expressed in human astrocytic gliomas and mediates repulsive effects. Glia 2006; 53:1-12. [PMID: 16078236 DOI: 10.1002/glia.20254] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Contactin is a cell surface adhesion molecule that is normally expressed by neurons and oligodendrocytes. Particularly high levels of contactin are present during brain development. Using subtractive cloning, we identified contactin transcripts as overexpressed in glioblastomas compared with normal brain. We confirmed contactin overexpression in glioblastomas at the protein level, and localized contactin to the surface of glial fibrillary acidic protein (GFAP)-expressing glioblastoma cells. In contrast, normal astrocytes did not express contactin. Analyzing different types of astrocytic tumors, we detected an association between increasing malignancy grade and contactin expression. Functionally, contactin had repellent effects on glioma cells in vitro, as demonstrated by adhesion and migration assays. Overexpression of contactin by transfection into glioblastoma cells did not alter the proliferation rate or adhesion to various extracellular matrix proteins as well as adhesion to cells expressing the specific contactin ligand the protein tyrosine phosphatase zeta (PTPzeta). Our findings suggest that contactin has repellent effects on glioma cells to which it is presented as a ligand, but it does not alter the proliferative or adhesive capacities of cells that overexpress the molecule. The repulsive properties of contactin may be a key factor in glioma disaggregation, and may contribute to the diffuse infiltration pattern characteristic of glioma cells in human brain.
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Affiliation(s)
- Carmen Eckerich
- Department of Neurosurgery, University Hospital Hamburg-Eppendorf, Hamburg, Germany
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Abstract
PURPOSE OF REVIEW Conventional surgery, radio- and chemotherapy have failed to significantly improve the prognosis of patients with malignant astrocytomas--hence the need for understanding their molecular biology. Harvesting this understanding to yield novel biological targeted therapies has approached the clinical doorstep. Therapeutic efficacy will likely require combinatorial therapy involving biologicals and conventional therapies, with small incremental efficacy in selected sub-groups. This review highlights some of the findings over the past year (June 2003-2004) that have contributed to this slow but essential journey towards our understanding of the biology of astrocytomas. RECENT FINDINGS The accumulation of loss and/or gain of function molecular alterations underlying astrocytoma formation, progression and key growth parameters including proliferation, angiogenesis, apoptosis, invasion and resistance are emerging. These alterations involve those regulating the growth factor/receptor and downstream signaling networks, cell cycle, immune modulators and other key biological processes. The advances are facilitated by interactions amongst clinician and basic scientists, in both academia and industry. They have incorporated high-throughput bioinformatics analysis of genomic and expression array data, the emerging field of proteomics and development of various genetically engineered models of astrocytomas. SUMMARY Astrocytomas, like other cancers, are a result of several molecular alterations, some of which strongly correlate to their pathological grade. However, molecular heterogeneity exists between astrocytomas of similar grades and likely between varying micro-environmental regions of a single tumor. Characterization of the molecular signature of an astrocytoma and linking with the appropriate 'tailored' therapie(s) is the hope of the future.
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Affiliation(s)
- Abhijit Guha
- Western Hospital, University of Toronto, Toronto, Ontario M5T 2S8, Canada.
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30
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Angers-Loustau A, Hering R, Werbowetski TE, Kaplan DR, Del Maestro RF. Src Regulates Actin Dynamics and Invasion of Malignant Glial Cells in Three Dimensions. Mol Cancer Res 2004. [DOI: 10.1158/1541-7786.595.2.11] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Abstract
Malignant glioma is the major brain tumor in adults and has a poor prognosis. The failure to control invasive cell subpopulations may be the key reason for local glioma recurrence after radical tumor resection and may contribute substantially to the failure of the other treatment modalities such as radiation therapy and chemotherapy. As a model for this invasion, we have implanted spheroids from a human glioma cell line (U251) in three-dimensional collagen type I matrices, which these cells readily invade. We first observed that the Src family kinase-specific pharmacologic inhibitors PP2 and SU6656 significantly inhibited the invasion of the cells in this assay. We confirmed this result by showing that expression of two inhibitors of Src family function, dominant-negative-Src and CSK, also suppressed glioma cell invasion. To characterize this effect at the level of the cytoskeleton, we used fluorescent time-lapse microscopy on U251 cells stably expressing a YFP-actin construct and observed a rapid change in actin dynamics following addition of PP2 in both two-dimensional and three-dimensional cultures. In monolayer cultures, PP2 caused the disappearance of peripheral membrane ruffles within minutes. In three-dimensional cultures, PP2 induced the loss of actin bursting at the leading tip of the invadopodium. The inhibition of Src family activity is thus a potential therapeutic approach to treat highly invasive malignant glioma.
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Affiliation(s)
- Alexandre Angers-Loustau
- 1Brain Tumor Research Center, Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada and
| | - Ramm Hering
- 1Brain Tumor Research Center, Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada and
| | - Tamra E. Werbowetski
- 1Brain Tumor Research Center, Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada and
| | - David R. Kaplan
- 1Brain Tumor Research Center, Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada and
- 2Hospital for Sick Children and Department of Molecular Genetics and Microbiology, University of Toronto, Toronto, Ontario, Canada
| | - Rolando F. Del Maestro
- 1Brain Tumor Research Center, Montreal Neurological Institute and Hospital, Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada and
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31
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Del Duca D, Werbowetski T, Del Maestro RF. Spheroid preparation from hanging drops: characterization of a model of brain tumor invasion. J Neurooncol 2004; 67:295-303. [PMID: 15164985 DOI: 10.1023/b:neon.0000024220.07063.70] [Citation(s) in RCA: 192] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND The use of three-dimensional in vitro models of brain tumor invasion has provided a system for reconstructing some of the cellular microenvironments present in the tumor mass. While spheroids of murine and human astrocytoma cells can be prepared using spinning cultures, spheroid preparation using many cell lines is not amenable to this method. We have developed a reproducible system of creating implantable spheroids that is applicable to different cell lines, and is independent of cell line characteristics. METHODS For murine and human brain tumor cell lines, 20 microl drops containing predetermined cell concentrations were suspended from the lids of culture dishes and the resulting aggregates were transferred to culture dishes base-coated with agar. The two-dimensional aggregates formed three-dimensional spheroids on the non-permissive agar substrate, and were then implanted into three-dimensional collagen I gels and the invasive activity assessed. The invasive activity of C6 and U251 spheroids prepared by hanging drops was compared to spheroids of similar size prepared by spinner culture. RESULTS The hanging drop method produced implantable spheroids capable of sustained invasion using all cell lines tested. Most cell lines required initial hanging drop cell concentrations of 45,000 cells/drop, suspension times of 48, and 72 h on agar. C6 spheroids had the same invasive capacity regardless of the model utilized, however U251 spheroids produced by hanging drops had significantly increased invasion compared to those prepared by spinner culture. Only spheroids prepared by spinner culture showed histological evidence of central necrosis. CONCLUSIONS This model represents a reproducible approach to the preparation of implantable spheroids with invasive potential that compares with those produced using spinner culture. The use of hanging drops broadens the applicability of three-dimensional in vitro assays examining brain tumor invasiveness.
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Affiliation(s)
- Danny Del Duca
- Brain Tumor Research Center, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec
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