Skip to main content
Top
Published in: Journal of Neuro-Oncology 3/2018

01-05-2018 | Laboratory Investigation

Immunologic and gene expression profiles of spontaneous canine oligodendrogliomas

Authors: Anna Filley, Mario Henriquez, Tanmoy Bhowmik, Brij Nath Tewari, Xi Rao, Jun Wan, Margaret A. Miller, Yunlong Liu, R. Timothy Bentley, Mahua Dey

Published in: Journal of Neuro-Oncology | Issue 3/2018

Login to get access

Abstract

Malignant glioma (MG), the most common primary brain tumor in adults, is extremely aggressive and uniformly fatal. Several treatment strategies have shown significant preclinical promise in murine models of glioma; however, none have produced meaningful clinical responses in human patients. We hypothesize that introduction of an additional preclinical animal model better approximating the complexity of human MG, particularly in interactions with host immune responses, will bridge the existing gap between these two stages of testing. Here, we characterize the immunologic landscape and gene expression profiles of spontaneous canine glioma and evaluate its potential for serving as such a translational model. RNA in situ hybridization, flowcytometry, and RNA sequencing were used to evaluate immune cell presence and gene expression in healthy and glioma-bearing canines. Similar to human MGs, canine gliomas demonstrated increased intratumoral immune cell infiltration (CD4+, CD8+ and CD4+Foxp3+ T cells). The peripheral blood of glioma-bearing dogs also contained a relatively greater proportion of CD4+Foxp3+ regulatory T cells and plasmacytoid dendritic cells. Tumors were strongly positive for PD-L1 expression and glioma-bearing animals also possessed a greater proportion of immune cells expressing the immune checkpoint receptors CTLA-4 and PD-1. Analysis of differentially expressed genes in our canine populations revealed several genetic changes paralleling those known to occur in human disease. Naturally occurring canine glioma has many characteristics closely resembling human disease, particularly with respect to genetic dysregulation and host immune responses to tumors, supporting its use as a translational model in the preclinical testing of prospective anti-glioma therapies proven successful in murine studies.
Appendix
Available only for authorised users
Literature
1.
go back to reference Stupp R, Mason WP, van den Bent MJ et al (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352(10):987–996CrossRefPubMed Stupp R, Mason WP, van den Bent MJ et al (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352(10):987–996CrossRefPubMed
2.
go back to reference Stupp R, Hegi ME, Mason WP et al (2009) 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 10(5):459–466CrossRefPubMed Stupp R, Hegi ME, Mason WP et al (2009) 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 10(5):459–466CrossRefPubMed
3.
go back to reference Zeng J, See AP, Phallen J et al (2013) Anti-PD-1 blockade and stereotactic radiation produce long-term survival in mice with intracranial gliomas. Int J Rad Oncol Biol Phys 86(2):343–349CrossRef Zeng J, See AP, Phallen J et al (2013) Anti-PD-1 blockade and stereotactic radiation produce long-term survival in mice with intracranial gliomas. Int J Rad Oncol Biol Phys 86(2):343–349CrossRef
4.
go back to reference Reardon DA, Gokhale PC, Klein SR et al (2016) Glioblastoma eradication following immune checkpoint blockade in an orthotopic, immunocompetent model. Cancer Immunol Res 4(2):124–135CrossRefPubMed Reardon DA, Gokhale PC, Klein SR et al (2016) Glioblastoma eradication following immune checkpoint blockade in an orthotopic, immunocompetent model. Cancer Immunol Res 4(2):124–135CrossRefPubMed
5.
go back to reference Vom Berg J, Vrohlings M, Haller S et al (2013) Intratumoral IL-12 combined with CTLA-4 blockade elicits T cell-mediated glioma rejection. J Exp Med 210(13):2803–2811CrossRefPubMedPubMedCentral Vom Berg J, Vrohlings M, Haller S et al (2013) Intratumoral IL-12 combined with CTLA-4 blockade elicits T cell-mediated glioma rejection. J Exp Med 210(13):2803–2811CrossRefPubMedPubMedCentral
6.
go back to reference Bentley RT, Ahmed AU, Yanke AB, Cohen-Gadol AA, Dey M (2017) Dogs are man’s best friend: in sickness and in health. Neuro Oncol 19(3):312–322PubMed Bentley RT, Ahmed AU, Yanke AB, Cohen-Gadol AA, Dey M (2017) Dogs are man’s best friend: in sickness and in health. Neuro Oncol 19(3):312–322PubMed
7.
go back to reference Dix AR, Brooks WH, Roszman TL, Morford LA (1999) Immune defects observed in patients with primary malignant brain tumors. J Neuroimmunol 100(1–2):216–232CrossRefPubMed Dix AR, Brooks WH, Roszman TL, Morford LA (1999) Immune defects observed in patients with primary malignant brain tumors. J Neuroimmunol 100(1–2):216–232CrossRefPubMed
8.
go back to reference Walker DG, Chuah T, Rist MJ, Pender MP (2006) T-cell apoptosis in human glioblastoma multiforme: implications for immunotherapy. J Neuroimmunol 175(1–2):59–68CrossRefPubMed Walker DG, Chuah T, Rist MJ, Pender MP (2006) T-cell apoptosis in human glioblastoma multiforme: implications for immunotherapy. J Neuroimmunol 175(1–2):59–68CrossRefPubMed
9.
go back to reference Lipsitz D, Higgins RJ, Kortz GD et al (2003) Glioblastoma multiforme: clinical findings, magnetic resonance imaging, and pathology in five dogs. Vet Pathol 40(6):659–669CrossRefPubMed Lipsitz D, Higgins RJ, Kortz GD et al (2003) Glioblastoma multiforme: clinical findings, magnetic resonance imaging, and pathology in five dogs. Vet Pathol 40(6):659–669CrossRefPubMed
10.
go back to reference Snyder JM, Shofer FS, Van Winkle TJ, Massicotte C (2006) Canine intracranial primary neoplasia: 173 cases (1986–2003). J Vet Intern Med 20(3):669–675PubMed Snyder JM, Shofer FS, Van Winkle TJ, Massicotte C (2006) Canine intracranial primary neoplasia: 173 cases (1986–2003). J Vet Intern Med 20(3):669–675PubMed
11.
go back to reference Song RB, Vite CH, Bradley CW, Cross JR (2013) Postmortem evaluation of 435 cases of intracranial neoplasia in dogs and relationship of neoplasm with breed, age, and body weight. J Vet Intern Med 27(5):1143–1152CrossRefPubMed Song RB, Vite CH, Bradley CW, Cross JR (2013) Postmortem evaluation of 435 cases of intracranial neoplasia in dogs and relationship of neoplasm with breed, age, and body weight. J Vet Intern Med 27(5):1143–1152CrossRefPubMed
12.
go back to reference Joshi AD, Botham RC, Schlein LJ et al (2017) Synergistic and targeted therapy with a procaspase-3 activator and temozolomide extends survival in glioma rodent models and is feasible for the treatment of canine malignant glioma patients. Oncotarget 8(46):80124–80138CrossRefPubMedPubMedCentral Joshi AD, Botham RC, Schlein LJ et al (2017) Synergistic and targeted therapy with a procaspase-3 activator and temozolomide extends survival in glioma rodent models and is feasible for the treatment of canine malignant glioma patients. Oncotarget 8(46):80124–80138CrossRefPubMedPubMedCentral
13.
go back to reference Dickinson PJ, LeCouteur RA, Higgins RJ et al (2010) Canine spontaneous glioma: a translational model system for convection-enhanced delivery. Neuro Oncol 12(9):928–940CrossRefPubMedPubMedCentral Dickinson PJ, LeCouteur RA, Higgins RJ et al (2010) Canine spontaneous glioma: a translational model system for convection-enhanced delivery. Neuro Oncol 12(9):928–940CrossRefPubMedPubMedCentral
14.
go back to reference Debinski W, Dickinson P, Rossmeisl JH, Robertson J, Gibo DM (2013) New agents for targeting of IL-13RA2 expressed in primary human and canine brain tumors. PLoS One 8(10):e77719CrossRefPubMedPubMedCentral Debinski W, Dickinson P, Rossmeisl JH, Robertson J, Gibo DM (2013) New agents for targeting of IL-13RA2 expressed in primary human and canine brain tumors. PLoS One 8(10):e77719CrossRefPubMedPubMedCentral
15.
go back to reference Dickinson PJ, York D, Higgins RJ, LeCouteur RA, Joshi N, Bannasch D (2016) Chromosomal aberrations in canine gliomas define candidate genes and common pathways in dogs and humans. J Neuropathol Exp Neurol 75(7):700–710CrossRefPubMedPubMedCentral Dickinson PJ, York D, Higgins RJ, LeCouteur RA, Joshi N, Bannasch D (2016) Chromosomal aberrations in canine gliomas define candidate genes and common pathways in dogs and humans. J Neuropathol Exp Neurol 75(7):700–710CrossRefPubMedPubMedCentral
16.
go back to reference Stoica G, Kim HT, Hall DG, Coates JR (2004) Morphology, immunohistochemistry, and genetic alterations in dog astrocytomas. Vet Pathol 41(1):10–19CrossRefPubMed Stoica G, Kim HT, Hall DG, Coates JR (2004) Morphology, immunohistochemistry, and genetic alterations in dog astrocytomas. Vet Pathol 41(1):10–19CrossRefPubMed
17.
go back to reference Higgins RBA, Dickinson P, Sisó-Llonch S (2016) Tumors of the nervous system. Wiley, AmesCrossRef Higgins RBA, Dickinson P, Sisó-Llonch S (2016) Tumors of the nervous system. Wiley, AmesCrossRef
18.
go back to reference Bentley RT, Burcham GN, Heng HG et al (2016) A comparison of clinical, magnetic resonance imaging and pathological findings in dogs with gliomatosis cerebri, focusing on cases with minimal magnetic resonance imaging changes (double dagger). Vet Comp Oncol 14(3):318–330CrossRefPubMed Bentley RT, Burcham GN, Heng HG et al (2016) A comparison of clinical, magnetic resonance imaging and pathological findings in dogs with gliomatosis cerebri, focusing on cases with minimal magnetic resonance imaging changes (double dagger). Vet Comp Oncol 14(3):318–330CrossRefPubMed
19.
go back to reference Wang F, Flanagan J, Su N et al (2012) RNAscope: a novel in situ RNA analysis platform for formalin-fixed, paraffin-embedded tissues. J Mol Diagnos 14(1):22–29CrossRef Wang F, Flanagan J, Su N et al (2012) RNAscope: a novel in situ RNA analysis platform for formalin-fixed, paraffin-embedded tissues. J Mol Diagnos 14(1):22–29CrossRef
20.
go back to reference Dey M, Chang AL, Miska J et al (2015) Dendritic cell-based vaccines that utilize myeloid rather than plasmacytoid cells offer a superior survival advantage in malignant glioma. J Immunol 195(1):367–376CrossRefPubMedPubMedCentral Dey M, Chang AL, Miska J et al (2015) Dendritic cell-based vaccines that utilize myeloid rather than plasmacytoid cells offer a superior survival advantage in malignant glioma. J Immunol 195(1):367–376CrossRefPubMedPubMedCentral
21.
go back to reference Dey M, Chang AL, Wainwright DA et al (2014) Heme oxygenase-1 protects regulatory T cells from hypoxia-induced cellular stress in an experimental mouse brain tumor model. J Neuroimmunol 266(1–2):33–42CrossRefPubMed Dey M, Chang AL, Wainwright DA et al (2014) Heme oxygenase-1 protects regulatory T cells from hypoxia-induced cellular stress in an experimental mouse brain tumor model. J Neuroimmunol 266(1–2):33–42CrossRefPubMed
22.
go back to reference Wainwright DA, Chang AL, Dey M et al (2014) Durable therapeutic efficacy utilizing combinatorial blockade against IDO, CTLA-4, and PD-L1 in mice with brain tumors. Clin Cancer Res 20(20):5290–5301CrossRefPubMedPubMedCentral Wainwright DA, Chang AL, Dey M et al (2014) Durable therapeutic efficacy utilizing combinatorial blockade against IDO, CTLA-4, and PD-L1 in mice with brain tumors. Clin Cancer Res 20(20):5290–5301CrossRefPubMedPubMedCentral
23.
go back to reference Robinson MD, McCarthy DJ, Smyth GK (2010) edgeR: a bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics 26(1):139–140CrossRefPubMed Robinson MD, McCarthy DJ, Smyth GK (2010) edgeR: a bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics 26(1):139–140CrossRefPubMed
24.
go back to reference Huang da W, Sherman BT, Lempicki RA (2009) Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc 4(1):44–57CrossRefPubMed Huang da W, Sherman BT, Lempicki RA (2009) Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc 4(1):44–57CrossRefPubMed
25.
go back to reference Huang da W, Sherman BT, Stephens R, Baseler MW, Lane HC, Lempicki RA (2008) DAVID gene ID conversion tool. Bioinformation 2(10):428–430CrossRefPubMed Huang da W, Sherman BT, Stephens R, Baseler MW, Lane HC, Lempicki RA (2008) DAVID gene ID conversion tool. Bioinformation 2(10):428–430CrossRefPubMed
26.
go back to reference Rabinovich GA, Gabrilovich D, Sotomayor EM (2007) Immunosuppressive strategies that are mediated by tumor cells. Ann Rev Immunol 25:267–296CrossRef Rabinovich GA, Gabrilovich D, Sotomayor EM (2007) Immunosuppressive strategies that are mediated by tumor cells. Ann Rev Immunol 25:267–296CrossRef
27.
go back to reference Venere M, Horbinski C, Crish JF et al (2015) The mitotic kinesin KIF11 is a driver of invasion, proliferation, and self-renewal in glioblastoma. Sci Transl Med 7(304):304ra143CrossRefPubMedPubMedCentral Venere M, Horbinski C, Crish JF et al (2015) The mitotic kinesin KIF11 is a driver of invasion, proliferation, and self-renewal in glioblastoma. Sci Transl Med 7(304):304ra143CrossRefPubMedPubMedCentral
28.
go back to reference Ning X, Shi Z, Liu X et al (2015) DNMT1 and EZH2 mediated methylation silences the microRNA-200b/a/429 gene and promotes tumor progression. Cancer Lett 359(2):198–205CrossRefPubMed Ning X, Shi Z, Liu X et al (2015) DNMT1 and EZH2 mediated methylation silences the microRNA-200b/a/429 gene and promotes tumor progression. Cancer Lett 359(2):198–205CrossRefPubMed
29.
go back to reference Gomori E, Pal J, Kovacs B, Doczi T (2012) Concurrent hypermethylation of DNMT1, MGMT and EGFR genes in progression of gliomas. Diagnos Pathol 7:8CrossRef Gomori E, Pal J, Kovacs B, Doczi T (2012) Concurrent hypermethylation of DNMT1, MGMT and EGFR genes in progression of gliomas. Diagnos Pathol 7:8CrossRef
30.
go back to reference Rahman WF, Rahman KS, Nafi SN, Fauzi MH, Jaafar H (2015) Overexpression of DNA methyltransferase 1 (DNMT1) protein in astrocytic tumour and its correlation with O6-methylguanine-DNA methyltransferase (MGMT) expression. Int J Clin Exp Pathol 8(6):6095–6106PubMedPubMedCentral Rahman WF, Rahman KS, Nafi SN, Fauzi MH, Jaafar H (2015) Overexpression of DNA methyltransferase 1 (DNMT1) protein in astrocytic tumour and its correlation with O6-methylguanine-DNA methyltransferase (MGMT) expression. Int J Clin Exp Pathol 8(6):6095–6106PubMedPubMedCentral
31.
go back to reference Li J, Bian EB, He XJ et al (2016) Epigenetic repression of long non-coding RNA MEG3 mediated by DNMT1 represses the p53 pathway in gliomas. Int J Oncol 48(2):723–733CrossRefPubMed Li J, Bian EB, He XJ et al (2016) Epigenetic repression of long non-coding RNA MEG3 mediated by DNMT1 represses the p53 pathway in gliomas. Int J Oncol 48(2):723–733CrossRefPubMed
32.
go back to reference Aoki H, Yokoyama T, Fujiwara K et al (2007) Phosphorylated Pak1 level in the cytoplasm correlates with shorter survival time in patients with glioblastoma. Clin Cancer Res 13(22 Pt 1):6603–6609CrossRefPubMed Aoki H, Yokoyama T, Fujiwara K et al (2007) Phosphorylated Pak1 level in the cytoplasm correlates with shorter survival time in patients with glioblastoma. Clin Cancer Res 13(22 Pt 1):6603–6609CrossRefPubMed
33.
go back to reference Zhang D, Li Y, Wang R et al (2016) Inhibition of REST suppresses proliferation and migration in glioblastoma cells. Int J Mol Sci 17(5):664CrossRefPubMedCentral Zhang D, Li Y, Wang R et al (2016) Inhibition of REST suppresses proliferation and migration in glioblastoma cells. Int J Mol Sci 17(5):664CrossRefPubMedCentral
34.
go back to reference LeBlanc AK, Mazcko C, Brown DE et al (2016) Creation of an NCI comparative brain tumor consortium: informing the translation of new knowledge from canine to human brain tumor patients. Neuro Oncol 18(9):1209–1218CrossRefPubMedPubMedCentral LeBlanc AK, Mazcko C, Brown DE et al (2016) Creation of an NCI comparative brain tumor consortium: informing the translation of new knowledge from canine to human brain tumor patients. Neuro Oncol 18(9):1209–1218CrossRefPubMedPubMedCentral
35.
go back to reference Paoloni M, Khanna C (2008) Translation of new cancer treatments from pet dogs to humans. Nat Rev Cancer 8(2):147–156CrossRefPubMed Paoloni M, Khanna C (2008) Translation of new cancer treatments from pet dogs to humans. Nat Rev Cancer 8(2):147–156CrossRefPubMed
36.
go back to reference Schiffman JD, Breen M (2015) Comparative oncology: what dogs and other species can teach us about humans with cancer. Philos Trans R Soc London Ser B. 370:1673CrossRef Schiffman JD, Breen M (2015) Comparative oncology: what dogs and other species can teach us about humans with cancer. Philos Trans R Soc London Ser B. 370:1673CrossRef
37.
go back to reference Berghoff AS, Kiesel B, Widhalm G et al (2015) Programmed death ligand 1 expression and tumor-infiltrating lymphocytes in glioblastoma. Neuro Oncol 17(8):1064–1075CrossRefPubMed Berghoff AS, Kiesel B, Widhalm G et al (2015) Programmed death ligand 1 expression and tumor-infiltrating lymphocytes in glioblastoma. Neuro Oncol 17(8):1064–1075CrossRefPubMed
38.
go back to reference Kmiecik J, Poli A, Brons NH et al (2013) Elevated CD3+ and CD8+ tumor-infiltrating immune cells correlate with prolonged survival in glioblastoma patients despite integrated immunosuppressive mechanisms in the tumor microenvironment and at the systemic level. J Neuroimmunol 264(1–2):71–83CrossRefPubMed Kmiecik J, Poli A, Brons NH et al (2013) Elevated CD3+ and CD8+ tumor-infiltrating immune cells correlate with prolonged survival in glioblastoma patients despite integrated immunosuppressive mechanisms in the tumor microenvironment and at the systemic level. J Neuroimmunol 264(1–2):71–83CrossRefPubMed
39.
go back to reference Jacobs JF, Idema AJ, Bol KF et al (2009) Regulatory T cells and the PD-L1/PD-1 pathway mediate immune suppression in malignant human brain tumors. Neuro Oncol 11(4):394–402CrossRefPubMedPubMedCentral Jacobs JF, Idema AJ, Bol KF et al (2009) Regulatory T cells and the PD-L1/PD-1 pathway mediate immune suppression in malignant human brain tumors. Neuro Oncol 11(4):394–402CrossRefPubMedPubMedCentral
40.
go back to reference Jacobs JF, Idema AJ, Bol KF et al (2010) Prognostic significance and mechanism of Treg infiltration in human brain tumors. J Neuroimmunol 225(1–2):195–199CrossRefPubMed Jacobs JF, Idema AJ, Bol KF et al (2010) Prognostic significance and mechanism of Treg infiltration in human brain tumors. J Neuroimmunol 225(1–2):195–199CrossRefPubMed
41.
go back to reference El Andaloussi A, Lesniak MS (2006) An increase in CD4+ CD25+ FOXP3+ regulatory T cells in tumor-infiltrating lymphocytes of human glioblastoma multiforme. Neuro Oncol 8(3):234–243CrossRefPubMedPubMedCentral El Andaloussi A, Lesniak MS (2006) An increase in CD4+ CD25+ FOXP3+ regulatory T cells in tumor-infiltrating lymphocytes of human glioblastoma multiforme. Neuro Oncol 8(3):234–243CrossRefPubMedPubMedCentral
42.
go back to reference Wei B, Wang L, Zhao X, Du C, Guo Y, Sun Z (2014) The upregulation of programmed death 1 on peripheral blood T cells of glioma is correlated with disease progression. Tumour Biol 35(4):2923–2929CrossRefPubMed Wei B, Wang L, Zhao X, Du C, Guo Y, Sun Z (2014) The upregulation of programmed death 1 on peripheral blood T cells of glioma is correlated with disease progression. Tumour Biol 35(4):2923–2929CrossRefPubMed
43.
go back to reference Cancer Genome Atlas Research N (2008) Comprehensive genomic characterization defines human glioblastoma genes and core pathways. Nature 455(7216):1061–1068CrossRef Cancer Genome Atlas Research N (2008) Comprehensive genomic characterization defines human glioblastoma genes and core pathways. Nature 455(7216):1061–1068CrossRef
44.
go back to reference Reifenberger G, Louis DN (2003) Oligodendroglioma: toward molecular definitions in diagnostic neuro-oncology. J Neuropathol Exp Neurol 62(2):111–126CrossRefPubMed Reifenberger G, Louis DN (2003) Oligodendroglioma: toward molecular definitions in diagnostic neuro-oncology. J Neuropathol Exp Neurol 62(2):111–126CrossRefPubMed
45.
go back to reference Ligon KL, Huillard E, Mehta S et al (2007) Olig2-regulated lineage-restricted pathway controls replication competence in neural stem cells and malignant glioma. Neuron 53(4):503–517CrossRefPubMedPubMedCentral Ligon KL, Huillard E, Mehta S et al (2007) Olig2-regulated lineage-restricted pathway controls replication competence in neural stem cells and malignant glioma. Neuron 53(4):503–517CrossRefPubMedPubMedCentral
46.
go back to reference Mehta S, Huillard E, Kesari S et al (2011) The central nervous system-restricted transcription factor Olig2 opposes p53 responses to genotoxic damage in neural progenitors and malignant glioma. Cancer cell 19(3):359–371CrossRefPubMedPubMedCentral Mehta S, Huillard E, Kesari S et al (2011) The central nervous system-restricted transcription factor Olig2 opposes p53 responses to genotoxic damage in neural progenitors and malignant glioma. Cancer cell 19(3):359–371CrossRefPubMedPubMedCentral
47.
go back to reference Rousseau A, Nutt CL, Betensky RA et al (2006) Expression of oligodendroglial and astrocytic lineage markers in diffuse gliomas: use of YKL-40, ApoE, ASCL1, and NKX2-2. J Neuropathol Exp Neurol 65(12):1149–1156CrossRefPubMed Rousseau A, Nutt CL, Betensky RA et al (2006) Expression of oligodendroglial and astrocytic lineage markers in diffuse gliomas: use of YKL-40, ApoE, ASCL1, and NKX2-2. J Neuropathol Exp Neurol 65(12):1149–1156CrossRefPubMed
49.
go back to reference Reifenberger G, Collins VP (2004) Pathology and molecular genetics of astrocytic gliomas. J Mol Med 82(10):656–670CrossRefPubMed Reifenberger G, Collins VP (2004) Pathology and molecular genetics of astrocytic gliomas. J Mol Med 82(10):656–670CrossRefPubMed
50.
go back to reference Thomas R, Duke SE, Wang HJ et al (2009) ‘Putting our heads together’: insights into genomic conservation between human and canine intracranial tumors. J Neuro Oncol 94(3):333–349CrossRef Thomas R, Duke SE, Wang HJ et al (2009) ‘Putting our heads together’: insights into genomic conservation between human and canine intracranial tumors. J Neuro Oncol 94(3):333–349CrossRef
Metadata
Title
Immunologic and gene expression profiles of spontaneous canine oligodendrogliomas
Authors
Anna Filley
Mario Henriquez
Tanmoy Bhowmik
Brij Nath Tewari
Xi Rao
Jun Wan
Margaret A. Miller
Yunlong Liu
R. Timothy Bentley
Mahua Dey
Publication date
01-05-2018
Publisher
Springer US
Published in
Journal of Neuro-Oncology / Issue 3/2018
Print ISSN: 0167-594X
Electronic ISSN: 1573-7373
DOI
https://doi.org/10.1007/s11060-018-2753-4

Other articles of this Issue 3/2018

Journal of Neuro-Oncology 3/2018 Go to the issue