Tumor Cell Invasion in Glioblastoma
Abstract
:1. Introduction
2. Conserved Genetic Programs to Coordinate Invasion in Glioblastoma
3. Heterogeneity and Plasticity Within Glioblastoma
4. Bulk Vs. Single Cell Analysis
5. Mechanisms of Invasion that Relate to GBM cells
6. Mechanisms of Invasion that Relate to the GBM Microenvironment
6.1. Extracellular Matrix
6.2. Adapted Niches within the Brain Parenchyma
6.3. Non-neoplastic Cells
7. In Vitro Models to Investigate Invasion in Glioblastoma
7.1. Two-Dimensional Models
7.2. Three-Dimensional Models
8. Emerging Novel Technologies and Approaches for Studying Invasive GBM
9. Overcoming Treatment Resistance by Targeting Invasion in GBM
10. Conclusions
Funding
Acknowledgments
Conflicts of Interest
Abbreviations
BTIC | Brain tumor initiating cells |
GBM | Glioblastoma |
ECM | Extracellular matrix |
EMT | Epithelial-mesenchymal transition |
OBSC | Organotypic brain slice culture |
References
- Davis, F.G.; Freels, S.; Grutsch, J.; Barlas, S.; Brem, S. Survival rates in patients with primary malignant brain tumors stratified by patient age and tumor histological type: An analysis based on Surveillance, Epidemiology, and End Results (SEER) data, 1973-1991. J. Neurosurg. 1998, 88, 1–10. [Google Scholar] [CrossRef] [PubMed]
- Hanahan, D.; Weinberg, R.A. Hallmarks of cancer: The next generation. Cell 2011, 144, 646–674. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Stupp, R.; Hegi, M.E.; Mason, W.P.; Van den Bent, M.J.; Taphoorn, M.J.; Janzer, R.C.; Ludwin, S.K.; Allgeier, A.; Fisher, B.; Belanger, K.; et al. Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial. Lancet Oncol. 2009, 10, 459–466. [Google Scholar] [CrossRef]
- Stupp, R.; Taillibert, S.; Kanner, A.; Read, W.; Steinberg, D.; Lhermitte, B.; Toms, S.; Idbaih, A.; Ahluwalia, M.S.; Fink, K.; et al. Effect of Tumor-Treating Fields Plus Maintenance Temozolomide vs Maintenance Temozolomide Alone on Survival in Patients With Glioblastoma: A Randomized Clinical Trial. JAMA 2017, 318, 2306–2316. [Google Scholar] [CrossRef] [Green Version]
- Verhaak, R.G.; Hoadley, K.A.; Purdom, E.; Wang, V.; Qi, Y.; Wilkerson, M.D.; Miller, C.R.; Ding, L.; Golub, T.; Mesirov, J.P.; et al. Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1. Cancer Cell 2010, 17, 98–110. [Google Scholar] [CrossRef] [Green Version]
- Noushmehr, H.; Weisenberger, D.J.; Diefes, K.; Phillips, H.S.; Pujara, K.; Berman, B.P.; Pan, F.; Pelloski, C.E.; Sulman, E.P.; Bhat, K.P.; et al. Identification of a CpG island methylator phenotype that defines a distinct subgroup of glioma. Cancer Cell 2010, 17, 510–522. [Google Scholar] [CrossRef] [Green Version]
- Claes, A.; Idema, A.J.; Wesseling, P. Diffuse glioma growth: A guerilla war. Acta Neuropathol. 2007, 114, 443–458. [Google Scholar] [CrossRef] [Green Version]
- Li, C.; Wang, S.; Yan, J.L.; Torheim, T.; Boonzaier, N.R.; Sinha, R.; Matys, T.; Markowetz, F.; Price, S.J. Characterizing tumor invasiveness of glioblastoma using multiparametric magnetic resonance imaging. J. Neurosurg. 2019, 1–8. [Google Scholar] [CrossRef]
- Cuddapah, V.A.; Robel, S.; Watkins, S.; Sontheimer, H. A neurocentric perspective on glioma invasion. Nat. Rev. Neurosci. 2014, 15, 455–465. [Google Scholar] [CrossRef] [Green Version]
- Vitorino, P.; Meyer, T. Modular control of endothelial sheet migration. Genes Dev. 2008, 22, 3268–3281. [Google Scholar] [CrossRef] [Green Version]
- Hartmann, C.H.; Klein, C.A. Gene expression profiling of single cells on large-scale oligonucleotide arrays. Nucleic Acids Res. 2006, 34, e143. [Google Scholar] [CrossRef] [PubMed]
- Friedl, P.; Wolf, K. Tumour-cell invasion and migration: Diversity and escape mechanisms. Nat. Rev. Cancer 2003, 3, 362–374. [Google Scholar] [CrossRef] [PubMed]
- Wolf, K.; Friedl, P. Molecular mechanisms of cancer cell invasion and plasticity. Br. J. Dermatol. 2006, 154 Suppl 1, 11–15. [Google Scholar] [CrossRef]
- Kim, J.; Lee, I.H.; Cho, H.J.; Park, C.K.; Jung, Y.S.; Kim, Y.; Nam, S.H.; Kim, B.S.; Johnson, M.D.; Kong, D.S.; et al. Spatiotemporal Evolution of the Primary Glioblastoma Genome. Cancer Cell 2015, 28, 318–328. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hou, L.C.; Veeravagu, A.; Hsu, A.R.; Tse, V.C. Recurrent glioblastoma multiforme: A review of natural history and management options. Neurosurg Focus 2006, 20, E5. [Google Scholar] [CrossRef] [PubMed]
- Friedl, P.; Gilmour, D. Collective cell migration in morphogenesis, regeneration and cancer. Nat. Rev. Mol. Cell Biol. 2009, 10, 445–457. [Google Scholar] [CrossRef]
- Friedl, P.; Locker, J.; Sahai, E.; Segall, J.E. Classifying collective cancer cell invasion. Nat. Cell Biol. 2012, 14, 777–783. [Google Scholar] [CrossRef]
- Cheung, K.J.; Gabrielson, E.; Werb, Z.; Ewald, A.J. Collective invasion in breast cancer requires a conserved basal epithelial program. Cell 2013, 155, 1639–1651. [Google Scholar] [CrossRef] [Green Version]
- Sanai, N.; Alvarez-Buylla, A.; Berger, M.S. Neural stem cells and the origin of gliomas. N. Engl. J. Med. 2005, 353, 811–822. [Google Scholar] [CrossRef]
- Alieva, M.; Leidgens, V.; Riemenschneider, M.J.; Klein, C.A.; Hau, P.; Van Rheenen, J. Intravital imaging of glioma border morphology reveals distinctive cellular dynamics and contribution to tumor cell invasion. Sci. Rep. 2019, 9, 2054. [Google Scholar] [CrossRef]
- Friedl, P.; Alexander, S. Cancer invasion and the microenvironment: Plasticity and reciprocity. Cell 2011, 147, 992–1009. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Nevo, I.; Woolard, K.; Cam, M.; Li, A.; Webster, J.D.; Kotliarov, Y.; Kim, H.S.; Ahn, S.; Walling, J.; Kotliarova, S.; et al. Identification of molecular pathways facilitating glioma cell invasion in situ. PLoS ONE 2014, 9, e111783. [Google Scholar] [CrossRef] [Green Version]
- Perrin, S.L.; Samuel, M.S.; Koszyca, B.; Brown, M.P.; Ebert, L.M.; Oksdath, M.; Gomez, G.A. Glioblastoma heterogeneity and the tumour microenvironment: Implications for preclinical research and development of new treatments. Biochem. Soc. Trans. 2019, 47, 625–638. [Google Scholar] [CrossRef] [PubMed]
- Ming, G.L.; Song, H. Adult neurogenesis in the mammalian brain: Significant answers and significant questions. Neuron 2011, 70, 687–702. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Sahm, F.; Capper, D.; Jeibmann, A.; Habel, A.; Paulus, W.; Troost, D.; Von Deimling, A. Addressing diffuse glioma as a systemic brain disease with single-cell analysis. Arch. Neurol. 2012, 69, 523–526. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Le Magueresse, C.; Alfonso, J.; Bark, C.; Eliava, M.; Khrulev, S.; Monyer, H. Subventricular zone-derived neuroblasts use vasculature as a scaffold to migrate radially to the cortex in neonatal mice. Cereb. Cortex 2012, 22, 2285–2296. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Winkler, F.; Kienast, Y.; Fuhrmann, M.; Von Baumgarten, L.; Burgold, S.; Mitteregger, G.; Kretzschmar, H.; Herms, J. Imaging glioma cell invasion in vivo reveals mechanisms of dissemination and peritumoral angiogenesis. Glia 2009, 57, 1306–1315. [Google Scholar] [CrossRef]
- Lowery, L.A.; Van Vactor, D. The trip of the tip: Understanding the growth cone machinery. Nat. Rev. Mol. Cell Biol. 2009, 10, 332–343. [Google Scholar] [CrossRef]
- Tsai, J.W.; Bremner, K.H.; Vallee, R.B. Dual subcellular roles for LIS1 and dynein in radial neuronal migration in live brain tissue. Nat. Neurosci. 2007, 10, 970–979. [Google Scholar] [CrossRef]
- Osswald, M.; Jung, E.; Sahm, F.; Solecki, G.; Venkataramani, V.; Blaes, J.; Weil, S.; Horstmann, H.; Wiestler, B.; Syed, M.; et al. Brain tumour cells interconnect to a functional and resistant network. Nature 2015, 528, 93–98. [Google Scholar] [CrossRef] [PubMed]
- Zhang, L.; Kundu, S.; Feenstra, T.; Li, X.; Jin, C.; Laaniste, L.; El Hassan, T.E.; Ohlin, K.E.; Yu, D.; Olofsson, T.; et al. Pleiotrophin promotes vascular abnormalization in gliomas and correlates with poor survival in patients with astrocytomas. Sci. Signal. 2015, 8, ra125. [Google Scholar] [CrossRef] [PubMed]
- Qin, E.Y.; Cooper, D.D.; Abbott, K.L.; Lennon, J.; Nagaraja, S.; Mackay, A.; Jones, C.; Vogel, H.; Jackson, P.K.; Monje, M. Neural Precursor-Derived Pleiotrophin Mediates Subventricular Zone Invasion by Glioma. Cell 2017, 170, 845–859. [Google Scholar] [CrossRef]
- Chamberlain, M.C. Radiographic patterns of relapse in glioblastoma. J. Neurooncol. 2011, 101, 319–323. [Google Scholar] [CrossRef] [PubMed]
- Sottoriva, A.; Spiteri, I.; Piccirillo, S.G.; Touloumis, A.; Collins, V.P.; Marioni, J.C.; Curtis, C.; Watts, C.; Tavare, S. Intratumor heterogeneity in human glioblastoma reflects cancer evolutionary dynamics. Proc. Natl. Acad. Sci. USA 2013, 110, 4009–4014. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Patel, A.P.; Tirosh, I.; Trombetta, J.J.; Shalek, A.K.; Gillespie, S.M.; Wakimoto, H.; Cahill, D.P.; Nahed, B.V.; Curry, W.T.; Martuza, R.L.; et al. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma. Science 2014, 344, 1396–1401. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Carro, M.S.; Lim, W.K.; Alvarez, M.J.; Bollo, R.J.; Zhao, X.; Snyder, E.Y.; Sulman, E.P.; Anne, S.L.; Doetsch, F.; Colman, H.; et al. The transcriptional network for mesenchymal transformation of brain tumours. Nature 2010, 463, 318–325. [Google Scholar] [CrossRef]
- Galli, R.; Binda, E.; Orfanelli, U.; Cipelletti, B.; Gritti, A.; De Vitis, S.; Fiocco, R.; Foroni, C.; Dimeco, F.; Vescovi, A. Isolation and characterization of tumorigenic, stem-like neural precursors from human glioblastoma. Cancer Res. 2004, 64, 7011–7021. [Google Scholar] [CrossRef] [Green Version]
- Singh, S.K.; Clarke, I.D.; Terasaki, M.; Bonn, V.E.; Hawkins, C.; Squire, J.; Dirks, P.B. Identification of a cancer stem cell in human brain tumors. Cancer Res. 2003, 63, 5821–5828. [Google Scholar]
- Singh, S.K.; Hawkins, C.; Clarke, I.D.; Squire, J.A.; Bayani, J.; Hide, T.; Henkelman, R.M.; Cusimano, M.D.; Dirks, P.B. Identification of human brain tumour initiating cells. Nature 2004, 432, 396–401. [Google Scholar] [CrossRef]
- Leidgens, V.; Proske, J.; Rauer, L.; Moeckel, S.; Renner, K.; Bogdahn, U.; Riemenschneider, M.J.; Proescholdt, M.; Vollmann-Zwerenz, A.; Hau, P.; et al. Stattic and metformin inhibit brain tumor initiating cells by reducing STAT3-phosphorylation. Oncotarget 2017, 8, 8250–8263. [Google Scholar] [CrossRef] [Green Version]
- Beier, D.; Hau, P.; Proescholdt, M.; Lohmeier, A.; Wischhusen, J.; Oefner, P.J.; Aigner, L.; Brawanski, A.; Bogdahn, U.; Beier, C.P. CD133(+) and CD133(−) glioblastoma-derived cancer stem cells show differential growth characteristics and molecular profiles. Cancer Res. 2007, 67, 4010–4015. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Beier, D.; Rohrl, S.; Pillai, D.R.; Schwarz, S.; Kunz-Schughart, L.A.; Leukel, P.; Proescholdt, M.; Brawanski, A.; Bogdahn, U.; Trampe-Kieslich, A.; et al. Temozolomide preferentially depletes cancer stem cells in glioblastoma. Cancer Res. 2008, 68, 5706–5715. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Das, S.; Srikanth, M.; Kessler, J.A. Cancer stem cells and glioma. Nat. Clin. Pract. Neurol. 2008, 4, 427–435. [Google Scholar] [CrossRef] [PubMed]
- Suva, M.L.; Riggi, N.; Bernstein, B.E. Epigenetic reprogramming in cancer. Science 2013, 339, 1567–1570. [Google Scholar] [CrossRef] [Green Version]
- Kalluri, R.; Weinberg, R.A. The basics of epithelial-mesenchymal transition. J. Clin. Investig. 2009, 119, 1420–1428. [Google Scholar] [CrossRef] [Green Version]
- Nieto, M.A.; Huang, R.Y.; Jackson, R.A.; Thiery, J.P. Emt: 2016. Cell 2016, 166, 21–45. [Google Scholar] [CrossRef] [Green Version]
- Kong, D.; Li, Y.; Wang, Z.; Sarkar, F.H. Cancer Stem Cells and Epithelial-to-Mesenchymal Transition (EMT)-Phenotypic Cells: Are They Cousins or Twins? Cancers (Basel) 2011, 3, 716–729. [Google Scholar] [CrossRef]
- Singh, A.; Settleman, J. EMT, cancer stem cells and drug resistance: An emerging axis of evil in the war on cancer. Oncogene 2010, 29, 4741–4751. [Google Scholar] [CrossRef] [Green Version]
- Siebzehnrubl, F.A.; Silver, D.J.; Tugertimur, B.; Deleyrolle, L.P.; Siebzehnrubl, D.; Sarkisian, M.R.; Devers, K.G.; Yachnis, A.T.; Kupper, M.D.; Neal, D.; et al. The ZEB1 pathway links glioblastoma initiation, invasion and chemoresistance. EMBO Mol. Med. 2013, 5, 1196–1212. [Google Scholar] [CrossRef]
- Chow, K.H.; Park, H.J.; George, J.; Yamamoto, K.; Gallup, A.D.; Graber, J.H.; Chen, Y.; Jiang, W.; Steindler, D.A.; Neilson, E.G.; et al. S100A4 Is a Biomarker and Regulator of Glioma Stem Cells That Is Critical for Mesenchymal Transition in Glioblastoma. Cancer Res. 2017, 77, 5360–5373. [Google Scholar] [CrossRef] [Green Version]
- Mikheeva, S.A.; Mikheev, A.M.; Petit, A.; Beyer, R.; Oxford, R.G.; Khorasani, L.; Maxwell, J.P.; Glackin, C.A.; Wakimoto, H.; Gonzalez-Herrero, I.; et al. TWIST1 promotes invasion through mesenchymal change in human glioblastoma. Molecular cancer 2010, 9, 194. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kuhnol, C.D.; Wurfel, C.; Staege, M.S.; Kramm, C. Snail homolog 1 is involved in epithelial-mesenchymal transition-like processes in human glioblastoma cells. Oncol. Lett. 2017, 13, 3882–3888. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Yang, H.W.; Menon, L.G.; Black, P.M.; Carroll, R.S.; Johnson, M.D. SNAI2/Slug promotes growth and invasion in human gliomas. BMC Cancer 2010, 10, 301. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Bhat, K.P.; Salazar, K.L.; Balasubramaniyan, V.; Wani, K.; Heathcock, L.; Hollingsworth, F.; James, J.D.; Gumin, J.; Diefes, K.L.; Kim, S.H.; et al. The transcriptional coactivator TAZ regulates mesenchymal differentiation in malignant glioma. Genes Dev. 2011, 25, 2594–2609. [Google Scholar] [CrossRef] [Green Version]
- Bhat, K.P.L.; Balasubramaniyan, V.; Vaillant, B.; Ezhilarasan, R.; Hummelink, K.; Hollingsworth, F.; Wani, K.; Heathcock, L.; James, J.D.; Goodman, L.D.; et al. Mesenchymal differentiation mediated by NF-kappaB promotes radiation resistance in glioblastoma. Cancer Cell 2013, 24, 331–346. [Google Scholar] [CrossRef] [Green Version]
- Wang, J.; Cazzato, E.; Ladewig, E.; Frattini, V.; Rosenbloom, D.I.; Zairis, S.; Abate, F.; Liu, Z.; Elliott, O.; Shin, Y.J.; et al. Clonal evolution of glioblastoma under therapy. Nat. Genet. 2016, 48, 768–776. [Google Scholar] [CrossRef] [Green Version]
- Wang, Q.; Hu, B.; Hu, X.; Kim, H.; Squatrito, M.; Scarpace, L.; DeCarvalho, A.C.; Lyu, S.; Li, P.; Li, Y.; et al. Tumor Evolution of Glioma-Intrinsic Gene Expression Subtypes Associates with Immunological Changes in the Microenvironment. Cancer Cell 2017, 32, 42–56. [Google Scholar] [CrossRef] [Green Version]
- Segerman, A.; Niklasson, M.; Haglund, C.; Bergstrom, T.; Jarvius, M.; Xie, Y.; Westermark, A.; Sonmez, D.; Hermansson, A.; Kastemar, M.; et al. Clonal Variation in Drug and Radiation Response among Glioma-Initiating Cells Is Linked to Proneural-Mesenchymal Transition. Cell Rep. 2016, 17, 2994–3009. [Google Scholar] [CrossRef] [Green Version]
- Halliday, J.; Helmy, K.; Pattwell, S.S.; Pitter, K.L.; LaPlant, Q.; Ozawa, T.; Holland, E.C. In vivo radiation response of proneural glioma characterized by protective p53 transcriptional program and proneural-mesenchymal shift. Proc. Natl. Acad. Sci. USA 2014, 111, 5248–5253. [Google Scholar] [CrossRef] [Green Version]
- Neftel, C.; Laffy, J.; Filbin, M.G.; Hara, T.; Shore, M.E.; Rahme, G.J.; Richman, A.R.; Silverbush, D.; Shaw, M.L.; Hebert, C.M.; et al. An Integrative Model of Cellular States, Plasticity, and Genetics for Glioblastoma. Cell 2019, 178, 835–849. [Google Scholar] [CrossRef]
- Gawad, C.; Koh, W.; Quake, S.R. Single-cell genome sequencing: Current state of the science. Nat. Rev. Genet. 2016, 17, 175–188. [Google Scholar] [CrossRef] [PubMed]
- Ziegenhain, C.; Vieth, B.; Parekh, S.; Reinius, B.; Guillaumet-Adkins, A.; Smets, M.; Leonhardt, H.; Heyn, H.; Hellmann, I.; Enard, W. Comparative Analysis of Single-Cell RNA Sequencing Methods. Mol. Cell 2017, 65, 631–643. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Schwartzman, O.; Tanay, A. Single-cell epigenomics: Techniques and emerging applications. Nat. Rev. Genet. 2015, 16, 716–726. [Google Scholar] [CrossRef] [PubMed]
- Wu, M.; Singh, A.K. Microfluidic Flow Cytometry for Single-Cell Protein Analysis. Methods Mol. Biol. 2015, 1346, 69–83. [Google Scholar] [CrossRef]
- Macaulay, I.C.; Ponting, C.P.; Voet, T. Single-Cell Multiomics: Multiple Measurements from Single Cells. Trends Genet. 2017, 33, 155–168. [Google Scholar] [CrossRef] [Green Version]
- Suva, M.L.; Tirosh, I. Single-Cell RNA Sequencing in Cancer: Lessons Learned and Emerging Challenges. Mol. Cell 2019, 75, 7–12. [Google Scholar] [CrossRef]
- Tsuji, T.; Ibaragi, S.; Hu, G.F. Epithelial-mesenchymal transition and cell cooperativity in metastasis. Cancer Res. 2009, 69, 7135–7139. [Google Scholar] [CrossRef] [Green Version]
- Friedl, P.; Wolf, K. Tube travel: The role of proteases in individual and collective cancer cell invasion. Cancer Res. 2008, 68, 7247–7249. [Google Scholar] [CrossRef] [Green Version]
- Roussos, E.T.; Condeelis, J.S.; Patsialou, A. Chemotaxis in cancer. Nat. Rev. Cancer 2011, 11, 573–587. [Google Scholar] [CrossRef]
- Sanz-Moreno, V.; Marshall, C.J. The plasticity of cytoskeletal dynamics underlying neoplastic cell migration. Curr. Opin. Cell Biol. 2010, 22, 690–696. [Google Scholar] [CrossRef]
- Tirosh, I.; Suva, M.L. Dissecting human gliomas by single-cell RNA sequencing. Neuro-oncology 2018, 20, 37–43. [Google Scholar] [CrossRef] [PubMed]
- Daubon, T.; Leon, C.; Clarke, K.; Andrique, L.; Salabert, L.; Darbo, E.; Pineau, R.; Guerit, S.; Maitre, M.; Dedieu, S.; et al. Deciphering the complex role of thrombospondin-1 in glioblastoma development. Nat. Commun. 2019, 10, 1146. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Fayzullin, A.; Sandberg, C.J.; Spreadbury, M.; Saberniak, B.M.; Grieg, Z.; Skaga, E.; Langmoen, I.A.; Vik-Mo, E.O. Phenotypic and Expressional Heterogeneity in the Invasive Glioma Cells. Transl. Oncol. 2019, 12, 122–133. [Google Scholar] [CrossRef] [PubMed]
- Kruthika, B.S.; Jain, R.; Arivazhagan, A.; Bharath, R.D.; Yasha, T.C.; Kondaiah, P.; Santosh, V. Transcriptome profiling reveals PDZ binding kinase as a novel biomarker in peritumoral brain zone of glioblastoma. J. Neurooncol. 2019, 141, 315–325. [Google Scholar] [CrossRef]
- Minata, M.; Audia, A.; Shi, J.; Lu, S.; Bernstock, J.; Pavlyukov, M.S.; Das, A.; Kim, S.H.; Shin, Y.J.; Lee, Y.; et al. Phenotypic Plasticity of Invasive Edge Glioma Stem-like Cells in Response to Ionizing Radiation. Cell Rep. 2019, 26, 1893–1905. [Google Scholar] [CrossRef] [Green Version]
- Tong, X.; Yang, P.; Wang, K.; Liu, Y.; Liu, X.; Shan, X.; Huang, R.; Zhang, K.; Wang, J. Survivin is a prognostic indicator in glioblastoma and may be a target of microRNA-218. Oncol. Lett. 2019, 18, 359–367. [Google Scholar] [CrossRef] [Green Version]
- Wang, C.C.; Hueng, D.Y.; Huang, A.F.; Chen, W.L.; Huang, S.M.; Yi-Hsin Chan, J. CD164 regulates proliferation, progression, and invasion of human glioblastoma cells. Oncotarget 2019, 10, 2041–2054. [Google Scholar] [CrossRef]
- Wang, X.; Sun, Y.; Xu, T.; Qian, K.; Huang, B.; Zhang, K.; Song, Z.; Qian, T.; Shi, J.; Li, L. HOXB13 promotes proliferation, migration, and invasion of glioblastoma through transcriptional upregulation of lncRNA HOXC-AS3. J. Cell Biochem. 2019, 120, 15527–15537. [Google Scholar] [CrossRef]
- Zeng, C.; Xing, W.; Liu, Y. Identification of UGP2 as a progression marker that promotes cell growth and motility in human glioma. J. Cell Biochem. 2019, 120, 12489–12499. [Google Scholar] [CrossRef]
- Franceschi, S.; Corsinovi, D.; Lessi, F.; Tantillo, E.; Aretini, P.; Menicagli, M.; Scopelliti, C.; Civita, P.; Pasqualetti, F.; Naccarato, A.G.; et al. Mitochondrial enzyme GLUD2 plays a critical role in glioblastoma progression. EBioMedicine 2018, 37, 56–67. [Google Scholar] [CrossRef] [Green Version]
- Griveau, A.; Seano, G.; Shelton, S.J.; Kupp, R.; Jahangiri, A.; Obernier, K.; Krishnan, S.; Lindberg, O.R.; Yuen, T.J.; Tien, A.C.; et al. A Glial Signature and Wnt7 Signaling Regulate Glioma-Vascular Interactions and Tumor Microenvironment. Cancer Cell 2018, 33, 874–889. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gulluoglu, S.; Tuysuz, E.C.; Sahin, M.; Kuskucu, A.; Kaan Yaltirik, C.; Ture, U.; Kucukkaraduman, B.; Akbar, M.W.; Gure, A.O.; Bayrak, O.F.; et al. Simultaneous miRNA and mRNA transcriptome profiling of glioblastoma samples reveals a novel set of OncomiR candidates and their target genes. Brain Res. 2018, 1700, 199–210. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lin, J.C.; Tsai, J.T.; Chao, T.Y.; Ma, H.I.; Liu, W.H. The STAT3/Slug Axis Enhances Radiation-Induced Tumor Invasion and Cancer Stem-like Properties in Radioresistant Glioblastoma. Cancers (Basel) 2018, 10, 512. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Moncayo, G.; Grzmil, M.; Smirnova, T.; Zmarz, P.; Huber, R.M.; Hynx, D.; Kohler, H.; Wang, Y.; Hotz, H.R.; Hynes, N.E.; et al. SYK inhibition blocks proliferation and migration of glioma cells and modifies the tumor microenvironment. Neuro-oncology 2018, 20, 621–631. [Google Scholar] [CrossRef] [PubMed]
- Otani, Y.; Ichikawa, T.; Kurozumi, K.; Inoue, S.; Ishida, J.; Oka, T.; Shimizu, T.; Tomita, Y.; Hattori, Y.; Uneda, A.; et al. Fibroblast growth factor 13 regulates glioma cell invasion and is important for bevacizumab-induced glioma invasion. Oncogene 2018, 37, 777–786. [Google Scholar] [CrossRef] [Green Version]
- Yuan, J.; Levitin, H.M.; Frattini, V.; Bush, E.C.; Boyett, D.M.; Samanamud, J.; Ceccarelli, M.; Dovas, A.; Zanazzi, G.; Canoll, P.; et al. Single-cell transcriptome analysis of lineage diversity in high-grade glioma. Genome Med. 2018, 10, 57. [Google Scholar] [CrossRef] [Green Version]
- Darmanis, S.; Sloan, S.A.; Croote, D.; Mignardi, M.; Chernikova, S.; Samghababi, P.; Zhang, Y.; Neff, N.; Kowarsky, M.; Caneda, C.; et al. Single-Cell RNA-Seq Analysis of Infiltrating Neoplastic Cells at the Migrating Front of Human Glioblastoma. Cell Rep. 2017, 21, 1399–1410. [Google Scholar] [CrossRef] [Green Version]
- Che Mat, M.F.; Abdul Murad, N.A.; Ibrahim, K.; Mohd Mokhtar, N.; Wan Ngah, W.Z.; Harun, R.; Jamal, R. Silencing of PROS1 induces apoptosis and inhibits migration and invasion of glioblastoma multiforme cells. Int. J. Oncol. 2016, 49, 2359–2366. [Google Scholar] [CrossRef]
- Zhou, P.; Erfani, S.; Liu, Z.; Jia, C.; Chen, Y.; Xu, B.; Deng, X.; Alfaro, J.E.; Chen, L.; Napier, D.; et al. CD151-alpha3beta1 integrin complexes are prognostic markers of glioblastoma and cooperate with EGFR to drive tumor cell motility and invasion. Oncotarget 2015, 6, 29675–29693. [Google Scholar] [CrossRef] [Green Version]
- Murray, D.W.; Didier, S.; Chan, A.; Paulino, V.; Van Aelst, L.; Ruggieri, R.; Tran, N.L.; Byrne, A.T.; Symons, M. Guanine nucleotide exchange factor Dock7 mediates HGF-induced glioblastoma cell invasion via Rac activation. Br. J. Cancer 2014, 110, 1307–1315. [Google Scholar] [CrossRef] [Green Version]
- Park, J.B.; Agnihotri, S.; Golbourn, B.; Bertrand, K.C.; Luck, A.; Sabha, N.; Smith, C.A.; Byron, S.; Zadeh, G.; Croul, S.; et al. Transcriptional profiling of GBM invasion genes identifies effective inhibitors of the LIM kinase-Cofilin pathway. Oncotarget 2014, 5, 9382–9395. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zheng, Q.; Han, L.; Dong, Y.; Tian, J.; Huang, W.; Liu, Z.; Jia, X.; Jiang, T.; Zhang, J.; Li, X.; et al. JAK2/STAT3 targeted therapy suppresses tumor invasion via disruption of the EGFRvIII/JAK2/STAT3 axis and associated focal adhesion in EGFRvIII-expressing glioblastoma. Neuro-oncology 2014, 16, 1229–1243. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tie, X.; Han, S.; Meng, L.; Wang, Y.; Wu, A. NFAT1 is highly expressed in, and regulates the invasion of, glioblastoma multiforme cells. PLoS ONE 2013, 8, e66008. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Dhruv, H.D.; McDonough Winslow, W.S.; Armstrong, B.; Tuncali, S.; Eschbacher, J.; Kislin, K.; Loftus, J.C.; Tran, N.L.; Berens, M.E. Reciprocal activation of transcription factors underlies the dichotomy between proliferation and invasion of glioma cells. PLoS ONE 2013, 8, e72134. [Google Scholar] [CrossRef] [Green Version]
- De Rosa, A.; Pellegatta, S.; Rossi, M.; Tunici, P.; Magnoni, L.; Speranza, M.C.; Malusa, F.; Miragliotta, V.; Mori, E.; Finocchiaro, G.; et al. A radial glia gene marker, fatty acid binding protein 7 (FABP7), is involved in proliferation and invasion of glioblastoma cells. PLoS ONE 2012, 7, e52113. [Google Scholar] [CrossRef] [Green Version]
- Toussaint, L.G., 3rd; Nilson, A.E.; Goble, J.M.; Ballman, K.V.; James, C.D.; Lefranc, F.; Kiss, R.; Uhm, J.H. Galectin-1, a gene preferentially expressed at the tumor margin, promotes glioblastoma cell invasion. Mol. Cancer 2012, 11, 32. [Google Scholar] [CrossRef]
- Lo, H.W.; Zhu, H.; Cao, X.; Aldrich, A.; Ali-Osman, F. A novel splice variant of GLI1 that promotes glioblastoma cell migration and invasion. Cancer Res. 2009, 69, 6790–6798. [Google Scholar] [CrossRef] [Green Version]
- Baldwin, R.M.; Parolin, D.A.; Lorimer, I.A. Regulation of glioblastoma cell invasion by PKC iota and RhoB. Oncogene 2008, 27, 3587–3595. [Google Scholar] [CrossRef] [Green Version]
- Demuth, T.; Rennert, J.L.; Hoelzinger, D.B.; Reavie, L.B.; Nakada, M.; Beaudry, C.; Nakada, S.; Anderson, E.M.; Henrichs, A.N.; McDonough, W.S.; et al. Glioma cells on the run - the migratory transcriptome of 10 human glioma cell lines. BMC Genomics 2008, 9, 54. [Google Scholar] [CrossRef] [Green Version]
- Asano, K.; Duntsch, C.D.; Zhou, Q.; Weimar, J.D.; Bordelon, D.; Robertson, J.H.; Pourmotabbed, T. Correlation of N-cadherin expression in high grade gliomas with tissue invasion. J. Neurooncol. 2004, 70, 3–15. [Google Scholar] [CrossRef]
- Wang, H.; Wang, H.; Shen, W.; Huang, H.; Hu, L.; Ramdas, L.; Zhou, Y.H.; Liao, W.S.; Fuller, G.N.; Zhang, W. Insulin-like growth factor binding protein 2 enhances glioblastoma invasion by activating invasion-enhancing genes. Cancer Res. 2003, 63, 4315–4321. [Google Scholar] [PubMed]
- Ridley, A.J.; Schwartz, M.A.; Burridge, K.; Firtel, R.A.; Ginsberg, M.H.; Borisy, G.; Parsons, J.T.; Horwitz, A.R. Cell migration: Integrating signals from front to back. Science 2003, 302, 1704–1709. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Demuth, T.; Berens, M.E. Molecular mechanisms of glioma cell migration and invasion. J. Neurooncol. 2004, 70, 217–228. [Google Scholar] [CrossRef] [PubMed]
- Wolfenson, H.; Lavelin, I.; Geiger, B. Dynamic regulation of the structure and functions of integrin adhesions. Dev. Cell 2013, 24, 447–458. [Google Scholar] [CrossRef] [Green Version]
- Hu, B.; Jarzynka, M.J.; Guo, P.; Imanishi, Y.; Schlaepfer, D.D.; Cheng, S.Y. Angiopoietin 2 induces glioma cell invasion by stimulating matrix metalloprotease 2 expression through the alphavbeta1 integrin and focal adhesion kinase signaling pathway. Cancer Res. 2006, 66, 775–783. [Google Scholar] [CrossRef] [Green Version]
- Wang, F.; Zhang, P.; Yang, L.; Yu, X.; Ye, X.; Yang, J.; Qian, C.; Zhang, X.; Cui, Y.H.; Bian, X.W. Activation of toll-like receptor 2 promotes invasion by upregulating MMPs in glioma stem cells. Am. J. Transl. Res. 2015, 7, 607–615. [Google Scholar]
- Inoue, A.; Takahashi, H.; Harada, H.; Kohno, S.; Ohue, S.; Kobayashi, K.; Yano, H.; Tanaka, J.; Ohnishi, T. Cancer stem-like cells of glioblastoma characteristically express MMP-13 and display highly invasive activity. Int. J. Oncol. 2010, 37, 1121–1131. [Google Scholar] [CrossRef] [Green Version]
- Seals, D.F.; Courtneidge, S.A. The ADAMs family of metalloproteases: Multidomain proteins with multiple functions. Genes Dev. 2003, 17, 7–30. [Google Scholar] [CrossRef] [Green Version]
- Gole, B.; Huszthy, P.C.; Popovic, M.; Jeruc, J.; Ardebili, Y.S.; Bjerkvig, R.; Lah, T.T. The regulation of cysteine cathepsins and cystatins in human gliomas. Int. J. Cancer 2012, 131, 1779–1789. [Google Scholar] [CrossRef]
- Soroceanu, L.; Manning, T.J., Jr.; Sontheimer, H. Modulation of glioma cell migration and invasion using Cl(−) and K(+) ion channel blockers. J. Neurosci. 1999, 19, 5942–5954. [Google Scholar] [CrossRef] [Green Version]
- Beadle, C.; Assanah, M.C.; Monzo, P.; Vallee, R.; Rosenfeld, S.S.; Canoll, P. The role of myosin II in glioma invasion of the brain. Mol. Biol. Cell 2008, 19, 3357–3368. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Picariello, H.S.; Kenchappa, R.S.; Rai, V.; Crish, J.F.; Dovas, A.; Pogoda, K.; McMahon, M.; Bell, E.S.; Chandrasekharan, U.; Luu, A.; et al. Myosin IIA suppresses glioblastoma development in a mechanically sensitive manner. Proc. Natl. Acad. Sci. USA 2019, 116, 15550–15559. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Schiffer, D.; Annovazzi, L.; Casalone, C.; Corona, C.; Mellai, M. Glioblastoma: Microenvironment and Niche Concept. Cancers (Basel) 2018, 11. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Watkins, S.; Robel, S.; Kimbrough, I.F.; Robert, S.M.; Ellis-Davies, G.; Sontheimer, H. Disruption of astrocyte-vascular coupling and the blood-brain barrier by invading glioma cells. Nat. Commun. 2014, 5, 4196. [Google Scholar] [CrossRef] [Green Version]
- Venkataramani, V.; Tanev, D.I.; Strahle, C.; Studier-Fischer, A.; Fankhauser, L.; Kessler, T.; Korber, C.; Kardorff, M.; Ratliff, M.; Xie, R.; et al. Glutamatergic synaptic input to glioma cells drives brain tumour progression. Nature 2019, 573, 532–538. [Google Scholar] [CrossRef] [PubMed]
- Messeguer, X.; Escudero, R.; Farre, D.; Nunez, O.; Martinez, J.; Alba, M.M. PROMO: Detection of known transcription regulatory elements using species-tailored searches. Bioinformatics 2002, 18, 333–334. [Google Scholar] [CrossRef]
- Yi, Y.; Hsieh, I.Y.; Huang, X.; Li, J.; Zhao, W. Glioblastoma Stem-Like Cells: Characteristics, Microenvironment, and Therapy. Front. Pharmacol. 2016, 7, 477. [Google Scholar] [CrossRef] [Green Version]
- Li, G.; Qin, Z.; Chen, Z.; Xie, L.; Wang, R.; Zhao, H. Tumor Microenvironment in Treatment of Glioma. Open Med. (Wars) 2017, 12, 247–251. [Google Scholar] [CrossRef]
- McGranahan, N.; Swanton, C. Clonal Heterogeneity and Tumor Evolution: Past, Present, and the Future. Cell 2017, 168, 613–628. [Google Scholar] [CrossRef]
- Zimmermann, D.R.; Dours-Zimmermann, M.T. Extracellular matrix of the central nervous system: From neglect to challenge. Histochem. Cell Biol. 2008, 130, 635–653. [Google Scholar] [CrossRef] [Green Version]
- Park, J.B.; Kwak, H.J.; Lee, S.H. Role of hyaluronan in glioma invasion. Cell Adh. Migr. 2008, 2, 202–207. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Arslan, F.; Bosserhoff, A.K.; Nickl-Jockschat, T.; Doerfelt, A.; Bogdahn, U.; Hau, P. The role of versican isoforms V0/V1 in glioma migration mediated by transforming growth factor-beta2. Br. J. Cancer 2007, 96, 1560–1568. [Google Scholar] [CrossRef] [PubMed]
- Baumann, F.; Leukel, P.; Doerfelt, A.; Beier, C.P.; Dettmer, K.; Oefner, P.J.; Kastenberger, M.; Kreutz, M.; Nickl-Jockschat, T.; Bogdahn, U.; et al. Lactate promotes glioma migration by TGF-beta2-dependent regulation of matrix metalloproteinase-2. Neuro-Oncology 2009, 11, 368–380. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hau, P.; Kunz-Schughart, L.A.; Rummele, P.; Arslan, F.; Dorfelt, A.; Koch, H.; Lohmeier, A.; Hirschmann, B.; Muller, A.; Bogdahn, U.; et al. Tenascin-C protein is induced by transforming growth factor-beta1 but does not correlate with time to tumor progression in high-grade gliomas. J. Neurooncol. 2006, 77, 1–7. [Google Scholar] [CrossRef] [PubMed]
- Onken, J.; Moeckel, S.; Leukel, P.; Leidgens, V.; Baumann, F.; Bogdahn, U.; Vollmann-Zwerenz, A.; Hau, P. Versican isoform V1 regulates proliferation and migration in high-grade gliomas. J. Neurooncol. 2014, 120, 73–83. [Google Scholar] [CrossRef]
- Medema, J.P. Cancer stem cells: The challenges ahead. Nat. Cell Biol. 2013, 15, 338–344. [Google Scholar] [CrossRef]
- Calabrese, C.; Poppleton, H.; Kocak, M.; Hogg, T.L.; Fuller, C.; Hamner, B.; Oh, E.Y.; Gaber, M.W.; Finklestein, D.; Allen, M.; et al. A perivascular niche for brain tumor stem cells. Cancer Cell 2007, 11, 69–82. [Google Scholar] [CrossRef] [Green Version]
- Montana, V.; Sontheimer, H. Bradykinin promotes the chemotactic invasion of primary brain tumors. J. Neurosci. 2011, 31, 4858–4867. [Google Scholar] [CrossRef] [Green Version]
- Ping, Y.F.; Yao, X.H.; Jiang, J.Y.; Zhao, L.T.; Yu, S.C.; Jiang, T.; Lin, M.C.; Chen, J.H.; Wang, B.; Zhang, R.; et al. The chemokine CXCL12 and its receptor CXCR4 promote glioma stem cell-mediated VEGF production and tumour angiogenesis via PI3K/AKT signalling. J. Pathol. 2011, 224, 344–354. [Google Scholar] [CrossRef]
- Hynes, R.O. The extracellular matrix: Not just pretty fibrils. Science 2009, 326, 1216–1219. [Google Scholar] [CrossRef] [Green Version]
- Nguyen-Ngoc, K.V.; Cheung, K.J.; Brenot, A.; Shamir, E.R.; Gray, R.S.; Hines, W.C.; Yaswen, P.; Werb, Z.; Ewald, A.J. ECM microenvironment regulates collective migration and local dissemination in normal and malignant mammary epithelium. Proc. Natl. Acad. Sci. USA 2012, 109, E2595–E2604. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Li, Z.; Bao, S.; Wu, Q.; Wang, H.; Eyler, C.; Sathornsumetee, S.; Shi, Q.; Cao, Y.; Lathia, J.; McLendon, R.E.; et al. Hypoxia-inducible factors regulate tumorigenic capacity of glioma stem cells. Cancer Cell 2009, 15, 501–513. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Filatova, A.; Seidel, S.; Bogurcu, N.; Graf, S.; Garvalov, B.K.; Acker, T. Acidosis Acts through HSP90 in a PHD/VHL-Independent Manner to Promote HIF Function and Stem Cell Maintenance in Glioma. Cancer Res. 2016, 76, 5845–5856. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cong, D.; Zhu, W.; Shi, Y.; Pointer, K.B.; Clark, P.A.; Shen, H.; Kuo, J.S.; Hu, S.; Sun, D. Upregulation of NHE1 protein expression enables glioblastoma cells to escape TMZ-mediated toxicity via increased H(+) extrusion, cell migration and survival. Carcinogenesis 2014, 35, 2014–2024. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Roos, A.; Ding, Z.; Loftus, J.C.; Tran, N.L. Molecular and Microenvironmental Determinants of Glioma Stem-Like Cell Survival and Invasion. Front. Oncol. 2017, 7, 120. [Google Scholar] [CrossRef] [PubMed]
- Liu, D.; Martin, V.; Fueyo, J.; Lee, O.H.; Xu, J.; Cortes-Santiago, N.; Alonso, M.M.; Aldape, K.; Colman, H.; Gomez-Manzano, C. Tie2/TEK modulates the interaction of glioma and brain tumor stem cells with endothelial cells and promotes an invasive phenotype. Oncotarget 2010, 1, 700–709. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Dzaye, O.; Hu, F.; Derkow, K.; Haage, V.; Euskirchen, P.; Harms, C.; Lehnardt, S.; Synowitz, M.; Wolf, S.A.; Kettenmann, H. Glioma Stem Cells but Not Bulk Glioma Cells Upregulate IL-6 Secretion in Microglia/Brain Macrophages via Toll-like Receptor 4 Signaling. J. Neuropathol. Exp. Neurol. 2016, 75, 429–440. [Google Scholar] [CrossRef] [Green Version]
- Markovic, D.S.; Vinnakota, K.; Chirasani, S.; Synowitz, M.; Raguet, H.; Stock, K.; Sliwa, M.; Lehmann, S.; Kalin, R.; Van Rooijen, N.; et al. Gliomas induce and exploit microglial MT1-MMP expression for tumor expansion. Proc. Natl. Acad. Sci. USA 2009, 106, 12530–12535. [Google Scholar] [CrossRef] [Green Version]
- Placone, A.L.; Quinones-Hinojosa, A.; Searson, P.C. The role of astrocytes in the progression of brain cancer: Complicating the picture of the tumor microenvironment. Tumour Biology 2016, 37, 61–69. [Google Scholar] [CrossRef]
- Rolon-Reyes, K.; Kucheryavykh, Y.V.; Cubano, L.A.; Inyushin, M.; Skatchkov, S.N.; Eaton, M.J.; Harrison, J.K.; Kucheryavykh, L.Y. Microglia Activate Migration of Glioma Cells through a Pyk2 Intracellular Pathway. PLoS ONE 2015, 10, e0131059. [Google Scholar] [CrossRef]
- Pietras, A.; Katz, A.M.; Ekstrom, E.J.; Wee, B.; Halliday, J.J.; Pitter, K.L.; Werbeck, J.L.; Amankulor, N.M.; Huse, J.T.; Holland, E.C. Osteopontin-CD44 signaling in the glioma perivascular niche enhances cancer stem cell phenotypes and promotes aggressive tumor growth. Cell Stem. Cell 2014, 14, 357–369. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Coniglio, S.J.; Eugenin, E.; Dobrenis, K.; Stanley, E.R.; West, B.L.; Symons, M.H.; Segall, J.E. Microglial stimulation of glioblastoma invasion involves epidermal growth factor receptor (EGFR) and colony stimulating factor 1 receptor (CSF-1R) signaling. Mol. Med. 2012, 18, 519–527. [Google Scholar] [CrossRef] [PubMed]
- Ye, X.Z.; Xu, S.L.; Xin, Y.H.; Yu, S.C.; Ping, Y.F.; Chen, L.; Xiao, H.L.; Wang, B.; Yi, L.; Wang, Q.L.; et al. Tumor-associated microglia/macrophages enhance the invasion of glioma stem-like cells via TGF-beta1 signaling pathway. J. Immunol. 2012, 189, 444–453. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Katt, M.E.; Placone, A.L.; Wong, A.D.; Xu, Z.S.; Searson, P.C. In Vitro Tumor Models: Advantages, Disadvantages, Variables, and Selecting the Right Platform. Front. Bioeng. Biotechnol. 2016, 4, 12. [Google Scholar] [CrossRef] [PubMed]
- Yamada, K.M.; Cukierman, E. Modeling tissue morphogenesis and cancer in 3D. Cell 2007, 130, 601–610. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rape, A.; Ananthanarayanan, B.; Kumar, S. Engineering strategies to mimic the glioblastoma microenvironment. Adv. Drug Deliv. Rev. 2014, 79–80, 172–183. [Google Scholar] [CrossRef] [Green Version]
- Valster, A.; Tran, N.L.; Nakada, M.; Berens, M.E.; Chan, A.Y.; Symons, M. Cell migration and invasion assays. Methods 2005, 37, 208–215. [Google Scholar] [CrossRef]
- Watkins, S.; Sontheimer, H. Hydrodynamic cellular volume changes enable glioma cell invasion. J. Neurosci. 2011, 31, 17250–17259. [Google Scholar] [CrossRef]
- Bonneh-Barkay, D.; Wiley, C.A. Brain extracellular matrix in neurodegeneration. Brain Pathol. 2009, 19, 573–585. [Google Scholar] [CrossRef]
- Lau, L.W.; Cua, R.; Keough, M.B.; Haylock-Jacobs, S.; Yong, V.W. Pathophysiology of the brain extracellular matrix: A new target for remyelination. Nat. Rev. Neurosci. 2013, 14, 722–729. [Google Scholar] [CrossRef]
- Weiswald, L.B.; Bellet, D.; Dangles-Marie, V. Spherical cancer models in tumor biology. Neoplasia 2015, 17, 1–15. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Bjerkvig, R.; Tonnesen, A.; Laerum, O.D.; Backlund, E.O. Multicellular tumor spheroids from human gliomas maintained in organ culture. J. Neurosurg. 1990, 72, 463–475. [Google Scholar] [CrossRef] [Green Version]
- Mahesparan, R.; Tysnes, B.B.; Read, T.A.; Enger, P.O.; Bjerkvig, R.; Lund-Johansen, M. Extracellular matrix-induced cell migration from glioblastoma biopsy specimens in vitro. Acta Neuropathol. 1999, 97, 231–239. [Google Scholar] [CrossRef]
- Hubert, C.G.; Rivera, M.; Spangler, L.C.; Wu, Q.; Mack, S.C.; Prager, B.C.; Couce, M.; McLendon, R.E.; Sloan, A.E.; Rich, J.N. A Three-Dimensional Organoid Culture System Derived from Human Glioblastomas Recapitulates the Hypoxic Gradients and Cancer Stem Cell Heterogeneity of Tumors Found In Vivo. Cancer Res. 2016, 76, 2465–2477. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Linkous, A.; Balamatsias, D.; Snuderl, M.; Edwards, L.; Miyaguchi, K.; Milner, T.; Reich, B.; Cohen-Gould, L.; Storaska, A.; Nakayama, Y.; et al. Modeling Patient-Derived Glioblastoma with Cerebral Organoids. Cell Rep. 2019, 26, 3203–3211. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gogolla, N.; Galimberti, I.; DePaola, V.; Caroni, P. Long-term live imaging of neuronal circuits in organotypic hippocampal slice cultures. Nat. Protoc. 2006, 1, 1223–1226. [Google Scholar] [CrossRef] [PubMed]
- Gogolla, N.; Galimberti, I.; DePaola, V.; Caroni, P. Preparation of organotypic hippocampal slice cultures for long-term live imaging. Nat. Protoc. 2006, 1, 1165–1171. [Google Scholar] [CrossRef] [PubMed]
- Aaberg-Jessen, C.; Norregaard, A.; Christensen, K.; Pedersen, C.B.; Andersen, C.; Kristensen, B.W. Invasion of primary glioma- and cell line-derived spheroids implanted into corticostriatal slice cultures. Int. J. Clin. Exp. Pathol. 2013, 6, 546–560. [Google Scholar] [PubMed]
- Humpel, C. Organotypic brain slice cultures: A review. Neuroscience 2015, 305, 86–98. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Eyupoglu, I.Y.; Hahnen, E.; Heckel, A.; Siebzehnrubl, F.A.; Buslei, R.; Fahlbusch, R.; Blumcke, I. Malignant glioma-induced neuronal cell death in an organotypic glioma invasion model. J. Neurosurg. 2005, 102, 738–744. [Google Scholar] [CrossRef]
- Haeger, A.; Krause, M.; Wolf, K.; Friedl, P. Cell jamming: Collective invasion of mesenchymal tumor cells imposed by tissue confinement. Bioch. Biophy. Acta 2014, 1840, 2386–2395. [Google Scholar] [CrossRef] [PubMed]
- Klein, C.A.; Seidl, S.; Petat-Dutter, K.; Offner, S.; Geigl, J.B.; Schmidt-Kittler, O.; Wendler, N.; Passlick, B.; Huber, R.M.; Schlimok, G.; et al. Combined transcriptome and genome analysis of single micrometastatic cells. Nat. Biotechnol. 2002, 20, 387–392. [Google Scholar] [CrossRef] [PubMed]
- Gogolla, N.; Galimberti, I.; DePaola, V.; Caroni, P. Staining protocol for organotypic hippocampal slice cultures. Nat. Protoc. 2006, 1, 2452–2456. [Google Scholar] [CrossRef] [PubMed]
- Alieva, M.; Margarido, A.S.; Wieles, T.; Abels, E.R.; Colak, B.; Boquetale, C.; Jan Noordmans, H.; Snijders, T.J.; Broekman, M.L.; Van Rheenen, J. Preventing inflammation inhibits biopsy-mediated changes in tumor cell behavior. Sci. Rep. 2017, 7, 7529. [Google Scholar] [CrossRef] [Green Version]
- Alfonso, J.C.L.; Talkenberger, K.; Seifert, M.; Klink, B.; Hawkins-Daarud, A.; Swanson, K.R.; Hatzikirou, H.; Deutsch, A. The biology and mathematical modelling of glioma invasion: A review. J. R. Soc. Interface 2017, 14. [Google Scholar] [CrossRef]
- Kong, J.; Cooper, L.A.; Wang, F.; Gutman, D.A.; Gao, J.; Chisolm, C.; Sharma, A.; Pan, T.; Van Meir, E.G.; Kurc, T.M.; et al. Integrative, multimodal analysis of glioblastoma using TCGA molecular data, pathology images, and clinical outcomes. IEEE Trans. Biomed. Eng. 2011, 58, 3469–3474. [Google Scholar] [CrossRef] [Green Version]
- Madhavan, S.; Zenklusen, J.C.; Kotliarov, Y.; Sahni, H.; Fine, H.A.; Buetow, K. Rembrandt: Helping personalized medicine become a reality through integrative translational research. Mol. Cancer Res. 2009, 7, 157–167. [Google Scholar] [CrossRef] [Green Version]
- Bolouri, H.; Zhao, L.P.; Holland, E.C. Big data visualization identifies the multidimensional molecular landscape of human gliomas. Proc. Natl. Acad. Sci. USA 2016, 113, 5394–5399. [Google Scholar] [CrossRef] [Green Version]
- Puchalski, R.B.; Shah, N.; Miller, J.; Dalley, R.; Nomura, S.R.; Yoon, J.G.; Smith, K.A.; Lankerovich, M.; Bertagnolli, D.; Bickley, K.; et al. An anatomic transcriptional atlas of human glioblastoma. Science 2018, 360, 660–663. [Google Scholar] [CrossRef] [Green Version]
- Celiku, O.; Gilbert, M.R.; Lavi, O. Computational modeling demonstrates that glioblastoma cells can survive spatial environmental challenges through exploratory adaptation. Nat. Commun. 2019, 10, 5704. [Google Scholar] [CrossRef] [Green Version]
- Datta, S.; Malhotra, L.; Dickerson, R.; Chaffee, S.; Sen, C.K.; Roy, S. Laser capture microdissection: Big data from small samples. Histol. Histopathol. 2015, 30, 1255–1269. [Google Scholar] [CrossRef] [PubMed]
- Casasent, A.K.; Schalck, A.; Gao, R.; Sei, E.; Long, A.; Pangburn, W.; Casasent, T.; Meric-Bernstam, F.; Edgerton, M.E.; Navin, N.E. Multiclonal Invasion in Breast Tumors Identified by Topographic Single Cell Sequencing. Cell 2018, 172, 205–217. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Yoosuf, N.; Navarro, J.F.; Salmen, F.; Stahl, P.L.; Daub, C.O. Identification and transfer of spatial transcriptomics signatures for cancer diagnosis. Breast Cancer Res. 2020, 22, 6. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Berglund, E.; Maaskola, J.; Schultz, N.; Friedrich, S.; Marklund, M.; Bergenstrahle, J.; Tarish, F.; Tanoglidi, A.; Vickovic, S.; Larsson, L.; et al. Spatial maps of prostate cancer transcriptomes reveal an unexplored landscape of heterogeneity. Nat. Commun. 2018, 9, 2419. [Google Scholar] [CrossRef] [PubMed]
- Thrane, K.; Eriksson, H.; Maaskola, J.; Hansson, J.; Lundeberg, J. Spatially Resolved Transcriptomics Enables Dissection of Genetic Heterogeneity in Stage III Cutaneous Malignant Melanoma. Cancer Res. 2018, 78, 5970–5979. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Vickovic, S.; Eraslan, G.; Salmen, F.; Klughammer, J.; Stenbeck, L.; Schapiro, D.; Aijo, T.; Bonneau, R.; Bergenstrahle, L.; Navarro, J.F.; et al. High-definition spatial transcriptomics for in situ tissue profiling. Nat. Methods 2019, 16, 987–990. [Google Scholar] [CrossRef]
- Carlberg, K.; Korotkova, M.; Larsson, L.; Catrina, A.I.; Stahl, P.L.; Malmstrom, V. Exploring inflammatory signatures in arthritic joint biopsies with Spatial Transcriptomics. Sci. Rep. 2019, 9, 18975. [Google Scholar] [CrossRef] [Green Version]
- Pombo Antunes, A.R.; Scheyltjens, I.; Duerinck, J.; Neyns, B.; Movahedi, K.; Van Ginderachter, J.A. Understanding the glioblastoma immune microenvironment as basis for the development of new immunotherapeutic strategies. Elife 2020. [Google Scholar] [CrossRef]
- Hambardzumyan, D.; Gutmann, D.H.; Kettenmann, H. The role of microglia and macrophages in glioma maintenance and progression. Nat. Neurosci. 2016, 19, 20–27. [Google Scholar] [CrossRef] [Green Version]
- Moncada, R.; Barkley, D.; Wagner, F.; Chiodin, M.; Devlin, J.C.; Baron, M.; Hajdu, C.H.; Simeone, D.M.; Yanai, I. Integrating microarray-based spatial transcriptomics and single-cell RNA-seq reveals tissue architecture in pancreatic ductal adenocarcinomas. Nat. Biotechnol. 2020. [Google Scholar] [CrossRef]
- Baccin, C.; Al-Sabah, J.; Velten, L.; Helbling, P.M.; Grunschlager, F.; Hernandez-Malmierca, P.; Nombela-Arrieta, C.; Steinmetz, L.M.; Trumpp, A.; Haas, S. Combined single-cell and spatial transcriptomics reveal the molecular, cellular and spatial bone marrow niche organization. Nat. Cell Biol. 2020, 22, 38–48. [Google Scholar] [CrossRef] [PubMed]
- Shboul, Z.A.; Alam, M.; Vidyaratne, L.; Pei, L.; Elbakary, M.I.; Iftekharuddin, K.M. Feature-Guided Deep Radiomics for Glioblastoma Patient Survival Prediction. Front. Neurosci. 2019, 13, 966. [Google Scholar] [CrossRef] [PubMed]
- Elshafeey, N.; Kotrotsou, A.; Hassan, A.; Elshafei, N.; Hassan, I.; Ahmed, S.; Abrol, S.; Agarwal, A.; El Salek, K.; Bergamaschi, S.; et al. Multicenter study demonstrates radiomic features derived from magnetic resonance perfusion images identify pseudoprogression in glioblastoma. Nat. Commun. 2019, 10, 3170. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Chaddad, A.; Kucharczyk, M.J.; Daniel, P.; Sabri, S.; Jean-Claude, B.J.; Niazi, T.; Abdulkarim, B. Radiomics in Glioblastoma: Current Status and Challenges Facing Clinical Implementation. Front. Oncol. 2019, 9, 374. [Google Scholar] [CrossRef] [Green Version]
- Zinn, P.O.; Singh, S.K.; Kotrotsou, A.; Hassan, I.; Thomas, G.; Luedi, M.M.; Elakkad, A.; Elshafeey, N.; Idris, T.; Mosley, J.; et al. A Coclinical Radiogenomic Validation Study: Conserved Magnetic Resonance Radiomic Appearance of Periostin-Expressing Glioblastoma in Patients and Xenograft Models. Clin. Cancer Res. 2018, 24, 6288–6299. [Google Scholar] [CrossRef] [Green Version]
- Zinn, P.O.; Mahajan, B.; Sathyan, P.; Singh, S.K.; Majumder, S.; Jolesz, F.A.; Colen, R.R. Radiogenomic mapping of edema/cellular invasion MRI-phenotypes in glioblastoma multiforme. PLoS ONE 2011, 6, e25451. [Google Scholar] [CrossRef]
- Colen, R.R.; Vangel, M.; Wang, J.; Gutman, D.A.; Hwang, S.N.; Wintermark, M.; Jain, R.; Jilwan-Nicolas, M.; Chen, J.Y.; Raghavan, P.; et al. Imaging genomic mapping of an invasive MRI phenotype predicts patient outcome and metabolic dysfunction: A TCGA glioma phenotype research group project. BMC Med. Genomics 2014, 7, 30. [Google Scholar] [CrossRef]
- Hu, L.S.; Ning, S.; Eschbacher, J.M.; Baxter, L.C.; Gaw, N.; Ranjbar, S.; Plasencia, J.; Dueck, A.C.; Peng, S.; Smith, K.A.; et al. Radiogenomics to characterize regional genetic heterogeneity in glioblastoma. Neuro-Oncology 2017, 19, 128–137. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Protopapa, M.; Zygogianni, A.; Stamatakos, G.S.; Antypas, C.; Armpilia, C.; Uzunoglu, N.K.; Kouloulias, V. Clinical implications of in silico mathematical modeling for glioblastoma: A critical review. J. Neurooncol. 2018, 136, 1–11. [Google Scholar] [CrossRef]
- Mariani, L.; Beaudry, C.; McDonough, W.S.; Hoelzinger, D.B.; Demuth, T.; Ross, K.R.; Berens, T.; Coons, S.W.; Watts, G.; Trent, J.M.; et al. Glioma cell motility is associated with reduced transcription of proapoptotic and proliferation genes: A cDNA microarray analysis. J. Neurooncol. 2001, 53, 161–176. [Google Scholar] [CrossRef]
- Molina, J.R.; Hayashi, Y.; Stephens, C.; Georgescu, M.M. Invasive glioblastoma cells acquire stemness and increased Akt activation. Neoplasia 2010, 12, 453–463. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Miyashita, T.; Reed, J.C. Tumor suppressor p53 is a direct transcriptional activator of the human bax gene. Cell 1995, 80, 293–299. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Waldman, T.; Kinzler, K.W.; Vogelstein, B. p21 is necessary for the p53-mediated G1 arrest in human cancer cells. Cancer Res. 1995, 55, 5187–5190. [Google Scholar] [PubMed]
- Muller, P.A.; Vousden, K.H.; Norman, J.C. p53 and its mutants in tumor cell migration and invasion. J. Cell Biol. 2011, 192, 209–218. [Google Scholar] [CrossRef] [PubMed]
- De Toni-Costes, F.; Despeaux, M.; Bertrand, J.; Bourogaa, E.; Ysebaert, L.; Payrastre, B.; Racaud-Sultan, C. A New alpha5beta1 integrin-dependent survival pathway through GSK3beta activation in leukemic cells. PLoS ONE 2010, 5, e9807. [Google Scholar] [CrossRef] [PubMed]
- Eke, I.; Koch, U.; Hehlgans, S.; Sandfort, V.; Stanchi, F.; Zips, D.; Baumann, M.; Shevchenko, A.; Pilarsky, C.; Haase, M.; et al. PINCH1 regulates Akt1 activation and enhances radioresistance by inhibiting PP1alpha. J. Clin. Investig. 2010, 120, 2516–2527. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Damiano, J.S.; Cress, A.E.; Hazlehurst, L.A.; Shtil, A.A.; Dalton, W.S. Cell adhesion mediated drug resistance (CAM-DR): Role of integrins and resistance to apoptosis in human myeloma cell lines. Blood 1999, 93, 1658–1667. [Google Scholar] [CrossRef] [Green Version]
- Cordes, N.; Meineke, V. Cell adhesion-mediated radioresistance (CAM-RR). Extracellular matrix-dependent improvement of cell survival in human tumor and normal cells in vitro. Strahlenther. Onkol. 2003, 179, 337–344. [Google Scholar] [CrossRef]
- Mitra, S.K.; Schlaepfer, D.D. Integrin-regulated FAK-Src signaling in normal and cancer cells. Curr. Opin. Cell Biol. 2006, 18, 516–523. [Google Scholar] [CrossRef]
- Klemm, F.; Joyce, J.A. Microenvironmental regulation of therapeutic response in cancer. Trends Cell Biol. 2015, 25, 198–213. [Google Scholar] [CrossRef] [Green Version]
Author | Year | Model | Number of Tumors | Tumor Area | Single Cell Vs. Bulk | Material | Method | Identified Genes/Signatures Related to Invasion |
---|---|---|---|---|---|---|---|---|
[72] | 2019 | xenograft | n.d. | core vs. periphery | bulk | mRNA | RNASeq | TGF-β, THBS |
[73] | 2019 | cell lines | n.d. | core vs. periphery | single-cell | mRNA | microarray | e.g., hypoxia, cell survival |
[74] | 2019 | resection | 17 | core vs. periphery | bulk | mRNA | microarray | PDZ binding kinase |
[75] | 2019 | resection, xenograft | n.d. | core vs. periphery | bulk | mRNA | RNASeq | CD109 |
[60] | 2019 | resection | 28 | n.d. | single-cell | mRNA | RNASeq | n.d. |
[76] | 2019 | resection | 144 | n.d. | bulk | mRNA | RNASeq | Survivin, miR218 |
[77] | 2019 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | CD164 |
[78] | 2019 | resection | n.d. | n.d. | bulk | mRNA | microarray | HOXB13 |
[79] | 2019 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | UGP2 |
[80] | 2018 | resection | 13 | n.d. | bulk | mRNA | RNASeq | GLUD2 |
[81] | 2018 | resection | n.d. | n.d. | single-cell | mRNA | RNASeq | Wnt signaling |
[82] | 2018 | cell lines | 50 | n.d. | bulk | mRNA | microarray | miR21, miR339, miR92b |
[83] | 2018 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | STAT3, slug |
[84] | 2018 | resection | n.d. | n.d. | bulk | mRNA | microarray | SYK |
[85] | 2018 | cell lines, resection | n.d. | n.d. | bulk | mRNA | microarray | FGF13 |
[86] | 2018 | resection | n.d. | n.d. | single-cell | mRNA | RNASeq | CSF1 |
[87] | 2017 | resection | 4 | core vs. periphery | single-cell | mRNA | RNASeq | e.g., cell survival, ATP generation, cell–cell adhesion |
[88] | 2016 | resection | n.d. | n.d. | bulk | mRNA | microarray | PROS1 |
[14] | 2015 | resection | 38 | primary vs. recurrent | bulk | mRNA | WES | n.d. |
[89] | 2015 | resection | 96 | n.d. | bulk | mRNA | microarray | CD151α3β1 |
[90] | 2014 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | Dock7 |
[22] | 2014 | xenograft | n.d. | core vs. periphery | bulk | mRNA | microarray | e.g., neurophysiological processes, cell cycle |
[91] | 2014 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | LIMK1/2 |
[35] | 2014 | resection | 5 | n.d. | single-cell | mRNA | RNASeq | n.d. |
[92] | 2014 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | JAK2/STAT3 |
[93] | 2013 | resection | 111 | n.d. | bulk | mRNA | microarray | NFAT1 |
[94] | 2013 | resection | 19 | core vs. periphery | bulk | mRNA | microarray | NFκB |
[95] | 2012 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | FABP7 |
[96] | 2012 | cell lines | n.d. | core vs. periphery | bulk | mRNA | microarray | Galectin-1 |
[97] | 2009 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | tGLI1 |
[98] | 2008 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | PKCι, RhoB |
[99] | 2008 | cell lines | 10 | core vs. periphery | bulk | mRNA | microarray | CTGF |
[100] | 2004 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | N-Cadherin |
[101] | 2003 | cell lines | n.d. | n.d. | bulk | mRNA | microarray | IGFBP2 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Vollmann-Zwerenz, A.; Leidgens, V.; Feliciello, G.; Klein, C.A.; Hau, P. Tumor Cell Invasion in Glioblastoma. Int. J. Mol. Sci. 2020, 21, 1932. https://doi.org/10.3390/ijms21061932
Vollmann-Zwerenz A, Leidgens V, Feliciello G, Klein CA, Hau P. Tumor Cell Invasion in Glioblastoma. International Journal of Molecular Sciences. 2020; 21(6):1932. https://doi.org/10.3390/ijms21061932
Chicago/Turabian StyleVollmann-Zwerenz, Arabel, Verena Leidgens, Giancarlo Feliciello, Christoph A. Klein, and Peter Hau. 2020. "Tumor Cell Invasion in Glioblastoma" International Journal of Molecular Sciences 21, no. 6: 1932. https://doi.org/10.3390/ijms21061932
APA StyleVollmann-Zwerenz, A., Leidgens, V., Feliciello, G., Klein, C. A., & Hau, P. (2020). Tumor Cell Invasion in Glioblastoma. International Journal of Molecular Sciences, 21(6), 1932. https://doi.org/10.3390/ijms21061932