Abstract
Glial dysfunction outraging CNS plasticity and integrity results in one of the most dangerous cancers, namely glioma, featuring little median survival period and high recurrence. The hallmark properties of proliferation, invasion and angiogenesis with the infiltrated macrophages in glioma are expected to be tightly coupled or cross-linked, but not properly related so far. The present study is aimed to find a relationship between this featured quadrangle from lower to higher grades (HG) of post-operative glioma tissues and their invading subsets. Elevated Ki67-associated proliferation in lower grades (LG) was supported with VEGF dependent angiogenic maintenance which found a decrease unlikely in HG. In contrast, MMP 2 and 9-associated invasions augmented high in HG with the dominant presence of CD204+ M2 polarized macrophages and a general increase in global DNMT1-associated methylation. Marked differences found in ECM invading cellular subsets of HG showing high proliferative capacity indicating rationally for recurrence, contrasting the nature of gross tumor tissue of the same grade. Thus in LG, the neoplastic lesion is more inclined to its growth while in higher grade more disposed towards tissue wreckage in support with cellular environmental milieu whereas the cellular variants and subsets of invaded cells showed different trends. Therefore, some operational dichotomy or coupling among cellular variants in glioma is active in determining its low- to high-grade transition and aggressive progression.
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References
Arcuri C, Fioretti B, Bianchi R et al (2017) Microglia-glioma cross-talk: a two way approach to new strategies against glioma. Front Biosci-Landmrk 22:268–309
Argaw AT, Asp L, Zhang J et al (2012) Astrocyte-derived VEGF-A drives blood-brain barrier disruption in CNS inflammatory disease. J Clin Invest 122:2454–2468. https://doi.org/10.1172/JCI60842
Baraniskin A, Kuhnhenn J, Schlegel U, Maghnouj A, Zöllner H, Schmiegel W, Hahn S, Schroers R (2012) Identification of microRNAs in the cerebrospinal fluid as biomarker for the diagnosis of glioma. Neuro Oncol 14:29–33. https://doi.org/10.1093/neuonc/nor169
Caffo M, Caruso G, La Fata G, Barresi V, Visalli M, Venza M, Venza I (2014) Heavy metals and epigenetic alterations in brain tumors. Curr Genomics 15:457–463
Coniglio SJ, Segall JE (2013) Molecular mechanism of microglia stimulated glioblastoma invasion. Matrix Biol 32:372–380. https://doi.org/10.1016/j.matbio.2013.07.008
da Fonseca ACC, Badie B (2013) Microglia and macrophages in malignant gliomas: recent discoveries and implications for promising therapies. Clin Dev Immunol. https://doi.org/10.1155/2013/264124
Drago F, Lombardi M, Prada I et al (2017) ATP modifies the proteome of extracellular vesicles released by microglia and influences their action on astrocytes. Front Pharmacol 8:910. https://doi.org/10.3389/fphar.2017.00910
Egeblad M, Nakasone ES, Werb Z (2010) Tumors as organs: complex tissues that interface with the entire organism. Dev Cell 18:884–901
Ferrer VP, Moura Neto V, Mentlein R (2018) Glioma infiltration and extracellular matrix: key players and modulators. Glia 66:1542–1565. https://doi.org/10.1002/glia.23309
Friedmann-Morvinski D (2014) Glioblastoma heterogeneity and cancer cell plasticity. Crit Rev Oncog 19(5):327–336. https://doi.org/10.1615/critrevoncog.2014011777
Gajewski TF, Schreiber H, Fu Y-X (2013) Innate and adaptive immune cells in the tumor microenvironment. Nat Immunol 14(10):1014–1022. https://doi.org/10.1038/ni.2703
Ghosh A, Chaudhuri S (2010) Microglial action in glioma: a boon turns bane. Immunol Lett 131:3–9. https://doi.org/10.1016/j.imlet.2010.03.003
Ghosh K, Ghosh S, Chatterjee U, Chaudhuri S, Ghosh A (2016) Microglial contribution to glioma progression: an immunohistochemical study in Eastern India. APJCP 17(6):2767–2773
Ghosh K, Bhattacharjee P, Ghosh S, Ghosh A (2017) Glia to glioma: a wrathful journey. Adv Mod Oncol Res 3:96–113. https://doi.org/10.18282/amor.v3.i3.186
Gieryng A, Pszczolkowska D, Walentynowicz KA, Rajan WD, Kaminska B (2017) Immune microenvironment of gliomas. Lab Invest 97:498–518
Giese A, Bjerkvig M, Behrens M, Westphal M (2003) Cost of migration: invasion of malignant gliomas and implication for treatment. J Clin Oncol 21:1624–1636
Gordon GR, Mulligan SJ, MacVicar BA (2007) Astrocyte control of the cerebrovasculature. Glia 55:1214–1221
Hagemann C, Anacker J, Ernestus RI, Vince GH (2012) A complete compilation of matrix metalloproteinase expression in human malignant gliomas. World J Clin Oncol 3(5):67–79
Hambardzumyan D, Gutmann DH, Kettenmann H (2016) The role of microglia and macrophages in glioma maintenance and progression. Nat Neurosci 19(1):20–27
Hanahan D, Weinberg RA (2011) Hallmarks of cancer: the next generation. Cell 144:646–674
Hatzikirou H, Basanta D, Simon M, Schaller K, Deutsch A (2012) ’Go or grow’: the key to the emergence of invasion in tumour progression? Math Med Biol 29:49–65
Komohara Y, Ohnishi K, Kuratsu J, Takeya M (2008) Possible involvement of the M2 antiinflammatory macrophage phenotype in growth of human gliomas. J Pathol 216:15–24. https://doi.org/10.1002/path.2370
Lettau I, Hattermann K, Held-Feindt J, Brauer R, Sedlacek R, Mentlein R (2010) Matrix metalloproteinase-19 is highly expressed in astroglial tumors and promotes invasion of glioma cells. J Neuropathol Exp Neurol 69:215–223. https://doi.org/10.1097/NEN.0b013e3181ce9f67
Li Q, Cheng Q, Chen Z et al (2016) MicroRNA-663 inhibits the proliferation, migration and invasion of glioblastoma cells via targeting TGF-beta1. Oncol Rep 35:1125–1134. https://doi.org/10.3892/or.2015.4432
Louis DN (2006) Molecular pathology of malignant gliomas. Annu Rev Pathol Mech Dis 1:97–117. https://doi.org/10.1146/annurev.pathol.1.110304.100043
Louis DN, Perry A, Reifenberger G et al (2016) The 2016 world health organization classification of tumors of the central nervous system: a summary. Acta Neuropathol 131:803–820
Matias D, Balça-Silva J, da Graça GC et al (2018) Microglia/astrocytes–glioblastoma crosstalk: crucial molecular mechanisms and microenvironmental factors. Front Cell Neurosci 12:235. https://doi.org/10.3389/fncel.2018.00235
Miki T, Wada M, Kasumimoto T, Moriyama R, Iwasaki Y (2012) Modulation of immunity by antiangiogenic molecules in cancer. Clin Dev Immunol. https://doi.org/10.1155/2012/492920
Miyasato Y, Shiota T, Ohnishi K et al (2017) High density of CD204-positive macrophages predicts worse clinical prognosis in patients with breast cancer. Cancer Sci 108:1693–1700. https://doi.org/10.1111/cas.13287
Murat A, Migliavacca E, Hussain SF et al (2009) Modulation of angiogenic and inflammatory response in glioblastoma by hypoxia. PLoS ONE 4(6):e5947. https://doi.org/10.1371/journal.pone.0005947
Nallanthighal S, Heiserman JP, Cheon D-J (2019) The role of the extracellular matrix in cancer stemness. Front Cell Dev Biol 7:86. https://doi.org/10.3389/fcell.2019.00086
Nebbioso A, Tambaro FP, Dell’Aversana C, Altucci L (2018) Cancer epigenetics: moving forward. PLoS Genet 14(6):e1007362. https://doi.org/10.1371/journal.pgen.1007362
Orihuela R, McPherson CA, Harry GJ (2016) Microglial M1/M2 polarization and metabolic states. Br J Pharmacol 173(4):649–665
Osterberg N, Ferrara N, Vacher J et al (2016) Decrease of VEGF-A in myeloid cells attenuates glioma progression and prolongs survival in an experimental glioma model. Neuro Oncol 18:939–949. https://doi.org/10.1093/neuonc/now005
Ostrom QT, Bauchet L, Davis FG et al (2014) The epidemiology of glioma in adults: a “state of the science” review. Neuro Oncol 16(7):896–913. https://doi.org/10.1093/neuonc/nou087
Pellikainen JM, Ropponen KM, Kataja VV, Kellokoski JK, Eskelinen MJ, Kosma VM (2004) Expression of matrix metalloproteinase (MMP)-2 and MMP-9 in breast cancer with a special reference to activator protein-2, HER2, and prognosis. Clin Cancer Res 10:7621–7628
Perrin SL, Samuel MS, Koszyca B et al (2019) Glioblastoma heterogeneity and the tumour microenvironment: implications for preclinical research and development of new treatments. Biochem Soc Trans 47:625–638
Rajabi M, Mousa S (2017) The role of angiogenesis in cancer treatment. Biomedicines 5:34. https://doi.org/10.3390/biomedicines5020034
Rajendran G, Shanmuganandam K, Bendre A, Mujumdar D, Goel A, Shiras A (2011) Epigenetic regulation of DNA methyltransferases DNMT1 and DNMT3B in gliomas. J Neuro Oncol 104(2):483–494
Ramachandran RK, Sørensen MD, Aaberg-Jessen C, Hermansen SK, Kristensen BW (2017) Expression and prognostic impact of matrix metalloproteinase-2 (MMP-2) in astrocytomas. PLoS ONE 12(2):e0172234. https://doi.org/10.1371/journal.pone.0172234
Rao JS (2003) Molecular mechanisms of glioma invasiveness: the role of proteases. Nat Rev Cancer 3:489–501
Rasime K (2015) Epigenetics of glioblastoma multiforme. J Clinic Res Bioeth. https://doi.org/10.4172/2155-9627.1000225
Ritch SJ, Brandhagen BN, Goyeneche AA, Telleria CM (2019) Advanced assessment of migration and invasion of cancer cells in response to mifepristone therapy using double fluorescence cytochemical labelling. BMC Cancer 19:376. https://doi.org/10.1186/s12885-019-5587-3
Saut O, Lagaert JB, Colin T, Fathallah-Shaykh HM (2014) A multilayer grow-or-go model for GBM: effects of invasive cells and anti-angiogenesis on growth. Bull Math Biol 76(9):2306–2333
Semenza GL (2003) Targeting HIF-1 for cancer therapy. Nat Rev Cancer 3(10):721–732
Skjulsvik AJ, Mørk JN, Torp MO, Torp SH (2014) Ki-67/MIB-1 immunostaining in a cohort of human gliomas. Int J Clin Exp Pathol 7(12):8905–8910
Sørensen MD, Dahlrot RH, Boldt HB, Hansen S, Kristensen W (2018) Tumour-associated microglia/macrophages predict poor prognosis in high-grade gliomas and correlate with an aggressive tumour subtype. Neuropathol Appl Neurobiol 44:185–206. https://doi.org/10.1111/nan.12428
Stuelten CH, Parent CA, Montell DJ (2018) Cell motility in cancer invasion and metastasis: insights from simple model organisms. Nat Rev Cancer 18:296–312. https://doi.org/10.1038/nrc.2018.15
Toth M, Chvyrkova I, Bernardo MM, Hernandez-Barrantes S, Fridman R (2003) Pro-MMP-9 activation by the MT1-MMP/MMP-2 axis and MMP-3: role of TIMP-2 and plasma membranes. Biochem Biophys Res Commun 308:386–395
Ward JP (2008) Oxygen Sensors in Context. Biochem Biophys Acta 1777:1–4
Wei J, Gabrusiewicz K, Heimberger A (2013) The controversial role of microglia in malignant gliomas. Clin Dev Immunol. https://doi.org/10.1155/2013/285246
Wild-Bode C, Weller M, Wick W (2001) Molecular determinants of glioma cell migration and invasion. J Neurosurg 94(6):978–984
Wong ML, Prawira A, Kaye AH, Hovens CM (2009) Tumour angiogenesis: its mechanism and therapeutic implications in malignant gliomas. J Clin Neurosci 16:1119–1130
Xu C, Wu X, Zhu J (2013) VEGF promotes proliferation of human glioblastoma multiforme stem-like cells through VEGF receptor 2. Sci World J. https://doi.org/10.1155/2013/417413
Xue S, Hu M, Li P et al (2017) Relationship between expression of PD-L1 and tumor angiogenesis, proliferation, and invasion in glioma. Oncotarget 8:49702–49712
Yousef EM, Tahir MR, St-Pierre Y, Gaboury LA (2014) MMP-9 expression varies according to molecular subtypes of breast cancer. BMC Cancer 14:609. https://doi.org/10.1186/1471-2407-14-609
Yuan Y, Xiang W, Yanhui L et al (2013) Ki-67 overexpression in WHO grade II gliomas is associated with poor postoperative seizure control. Seizure 22:877–881
Zhang J, Sarkar S, Cua R, Zhou Y, Hader W, Yong VW (2012) A dialog between glioma and microglia that promotes tumor invasiveness through the CCL2/CCR2/interleukin-6 axis. Carcinogenesis 33:312–319. https://doi.org/10.1093/carcin/bgr289
Zhao K, Wang L, Li T et al (2017) The role of miR-451 in the switching between proliferation and migration in malignant glioma cells: AMPK signaling, mTOR modulation and Rac1 activation required. Int J Oncol 50:1989–1999
Acknowledgements
Acknowledging M.Ch students at Neurosurgery unit, BIN, IPGME&R for post-operative tumor samples, Dr. Ritesh Tiwari of BD-CoE Flow Cytometry unit at CRNN, University of Calcutta for immuno-flowcytometry experiments and analysis. Sincere gratitude to Prof. Asis Kumar Chattopadhyay and Ms. Soumita Modak, Department of Statistics, University of Calcutta for helping in statistical interpretation. Authors also thank Mr. Sanku Mondal and Mr. Abir Roy for their suggestions in preparing the figures for the manuscript.
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This work was supported by the Council of Scientific and Industrial Research (CSIR), Government of India for financial aid vide Sanction No. 37(1587)/13/EMR-II dated 01.04.2013 to Anirban Ghosh as Principal Investigator (PI) for the work.
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KG primarily performed the experiments as designed by AG, acquired and analyzed data and drafted the initial manuscript; SG provided post-surgical samples and MRI data; UC have done histopathological analysis; PB provided few experimental facilities to KG and mentored him; AG planned the whole work with acquisition of fund, mentored KG and supervised the whole work and experiments, analyzed data and finalized the manuscript draft.
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Working with the post-operative human tumor samples, authors abide by patients’ consent proposal and Human Ethical Clearance (Memo No: Inst/IEC/553 dated 15.01.2014) from Institutional Ethical Committee (IEC) at Institute of Post Graduate Medical Education and Research (IPGME&R), Kolkata, West Bengal, India legally validating World Medical Association (WMA), Declaration of Helsinki.
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10571_2021_1096_MOESM1_ESM.tiff
Supplementary file1 (TIFF 2376 KB) Supplementary Figure S1 72 hours primary glioma cell culture from patient samples of low and high-grade gliomas at ×1 DMEM with 15% FBS and 2% antibiotic medium at 37 °C, 5% CO2 humidified cell culture incubator. After successive washing with 1× PBS buffer, cells were used for an array of studies. Photographs are taken under phase-contrast light microscopy at ×400, TS 100-F Eclipse, Nikon Corp., Japan.
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Ghosh, K., Ghosh, S., Chatterjee, U. et al. Dichotomy in Growth and Invasion from Low- to High-Grade Glioma Cellular Variants. Cell Mol Neurobiol 42, 2219–2234 (2022). https://doi.org/10.1007/s10571-021-01096-1
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DOI: https://doi.org/10.1007/s10571-021-01096-1