Skip to main content
Top
Published in: European Radiology 7/2017

01-07-2017 | Oncology

Quantification of antiangiogenic treatment effects on tissue heterogeneity in glioma tumour xenograft model using a combination of DCE-MRI and 3D-ultramicroscopy

Authors: Marco Dominietto, Michael Dobosz, Sandra Bürgi, Anja Renner, Gudrun Zahlmann, Werner Scheuer, Markus Rudin

Published in: European Radiology | Issue 7/2017

Login to get access

Abstract

Objectives

This study aimed at assessing the effects of an anti-angiogenic treatment, which neutralises vascular endothelial growth factor (VEGF), on tumour heterogeneity.

Methods

Murine glioma cells have been inoculated into the right brain frontal lobe of 16 mice. Anti-VEGF antibody was administered to a first group (n = 8), while a second group (n = 8) received a placebo. Magnetic resonance acquisitions, performed at days 10, 12, 15 and 23 following the implantation, allowed the derivation of a three-dimensional features dataset characterising tumour heterogeneity. Three-dimensional ultramicroscopy and standard histochemistry analysis have been performed to verify in vivo results.

Results

Placebo-treated mice displayed a highly-vascularised area at the tumour periphery, a monolithic necrotic core and a chaotic dense vasculature across the entire tumour. In contrast, the B20-treated group did not show any highly vascularised regions and presents a fragmented necrotic core. A significant reduction of the number of vessel segments smaller than 17 μm has been observed. There was no difference in overall tumour volume and growth rate between the two groups.

Conclusions

Region-specific analysis revealed that VEGF inhibition affects only: (1) highly angiogenic compartments expressing high levels of VEGF and characterised by small capillaries, and also (2) the formation and structure of necrotic regions. These effects appear to be transient and limited in time.

Key Points

VEGF inhibition affects only the highly angiogenic region and small capillaries network
VEGF inhibition is transient in time
Tumour volume is not affected by anti-angiogenic treatment
VEGF inhibition also influences the architecture of necrotic regions
Literature
1.
go back to reference Burrell RA, McGranahan N, Bartek J, Swanton C (2013) The causes and consequences of genetic heterogeneity in cancer evolution. Nature 501:338–345CrossRefPubMed Burrell RA, McGranahan N, Bartek J, Swanton C (2013) The causes and consequences of genetic heterogeneity in cancer evolution. Nature 501:338–345CrossRefPubMed
3.
go back to reference Dominietto M, Lehmann S, Keist R, Rudin M (2013) Pattern analysis accounts for heterogeneity observed in MRI studies of tumor angiogenesis. Magn Reson Med 70:1481–1490CrossRefPubMed Dominietto M, Lehmann S, Keist R, Rudin M (2013) Pattern analysis accounts for heterogeneity observed in MRI studies of tumor angiogenesis. Magn Reson Med 70:1481–1490CrossRefPubMed
4.
go back to reference Bergers G, Benjamin LE (2003) Angiogenesis: tumorigenesis and the angiogenic switch. Nat Rev Cancer 3:401–410CrossRefPubMed Bergers G, Benjamin LE (2003) Angiogenesis: tumorigenesis and the angiogenic switch. Nat Rev Cancer 3:401–410CrossRefPubMed
5.
go back to reference Naumov GN, Akslen LA, Folkman J (2006) Role of angiogenesis in human tumor dormancy: animal models of the angiogenic switch. Cell Cycle 5:1779–1787CrossRefPubMed Naumov GN, Akslen LA, Folkman J (2006) Role of angiogenesis in human tumor dormancy: animal models of the angiogenic switch. Cell Cycle 5:1779–1787CrossRefPubMed
6.
go back to reference Baeriswyl V, Christofori G (2009) The angiogenic switch in carcinogenesis. Semin Cancer Biol 19:329–337CrossRefPubMed Baeriswyl V, Christofori G (2009) The angiogenic switch in carcinogenesis. Semin Cancer Biol 19:329–337CrossRefPubMed
7.
go back to reference Folkman J (2007) Angiogenesis: an organizing principle for drug discovery? Nat Rev Drug Discov 6:273–286CrossRefPubMed Folkman J (2007) Angiogenesis: an organizing principle for drug discovery? Nat Rev Drug Discov 6:273–286CrossRefPubMed
8.
go back to reference Nagy JA, Dvorak HF (2012) Heterogeneity of the tumor vasculature: the need for new tumor blood vessel type-specific targets. Clin Exp Metastasis 29:657–662CrossRefPubMedPubMedCentral Nagy JA, Dvorak HF (2012) Heterogeneity of the tumor vasculature: the need for new tumor blood vessel type-specific targets. Clin Exp Metastasis 29:657–662CrossRefPubMedPubMedCentral
12.
go back to reference Dobosz M, Ntziachristos V, Scheuer W, Strobel S (2014) Multispectral fluorescence ultramicroscopy: three-dimensional visualization and automatic quantification of tumor morphology, drug penetration, and antiangiogenic treatment response. Neoplasia 16:1–13CrossRefPubMedPubMedCentral Dobosz M, Ntziachristos V, Scheuer W, Strobel S (2014) Multispectral fluorescence ultramicroscopy: three-dimensional visualization and automatic quantification of tumor morphology, drug penetration, and antiangiogenic treatment response. Neoplasia 16:1–13CrossRefPubMedPubMedCentral
13.
14.
go back to reference Zacharaki EI, Wang S, Chawla S et al (2009) Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme. Magn Reson Med 62:1609–1618CrossRefPubMedPubMedCentral Zacharaki EI, Wang S, Chawla S et al (2009) Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme. Magn Reson Med 62:1609–1618CrossRefPubMedPubMedCentral
15.
go back to reference Theodoridis S, Koutroumbas K (2008) Pattern recognition. Academic Press, Burlington Theodoridis S, Koutroumbas K (2008) Pattern recognition. Academic Press, Burlington
16.
go back to reference Chowdhary S, Chamberlain M (2013) Bevacizumab for the treatment of glioblastoma. Expert Rev Neurother 13:937–949CrossRefPubMed Chowdhary S, Chamberlain M (2013) Bevacizumab for the treatment of glioblastoma. Expert Rev Neurother 13:937–949CrossRefPubMed
17.
go back to reference Curry RC, Dahiya S, Alva Venur V et al (2015) Bevacizumab in high-grade gliomas: past, present, and future. Expert Rev Anticancer Ther 15:387–397CrossRefPubMed Curry RC, Dahiya S, Alva Venur V et al (2015) Bevacizumab in high-grade gliomas: past, present, and future. Expert Rev Anticancer Ther 15:387–397CrossRefPubMed
18.
go back to reference Vokes EE, Salgia R, Karrison TG (2013) Evidence-based role of bevacizumab in non-small cell lung cancer. Ann Oncol 24:6–9CrossRefPubMed Vokes EE, Salgia R, Karrison TG (2013) Evidence-based role of bevacizumab in non-small cell lung cancer. Ann Oncol 24:6–9CrossRefPubMed
19.
go back to reference Escudier B, Pluzanska A, Koralewski P et al (2007) Bevacizumab plus interferon alfa-2a for treatment of metastatic renal cell carcinoma: a randomised, double-blind phase III trial. Lancet 370:2103–2111CrossRefPubMed Escudier B, Pluzanska A, Koralewski P et al (2007) Bevacizumab plus interferon alfa-2a for treatment of metastatic renal cell carcinoma: a randomised, double-blind phase III trial. Lancet 370:2103–2111CrossRefPubMed
20.
go back to reference Saltz LB, Clarke S, Díaz-Rubio E et al (2008) Bevacizumab in combination with oxaliplatin-based chemotherapy as first-line therapy in metastatic colorectal cancer: a randomized phase III study. J Clin Oncol 26:2013–2019CrossRefPubMed Saltz LB, Clarke S, Díaz-Rubio E et al (2008) Bevacizumab in combination with oxaliplatin-based chemotherapy as first-line therapy in metastatic colorectal cancer: a randomized phase III study. J Clin Oncol 26:2013–2019CrossRefPubMed
21.
go back to reference Soda Y, Myskiw C, Rommel A, Verma IM (2013) Mechanisms of neovascularization and resistance to anti-angiogenic therapies in glioblastoma multiforme. J Mol Med 91:439–448CrossRefPubMedPubMedCentral Soda Y, Myskiw C, Rommel A, Verma IM (2013) Mechanisms of neovascularization and resistance to anti-angiogenic therapies in glioblastoma multiforme. J Mol Med 91:439–448CrossRefPubMedPubMedCentral
23.
go back to reference Arrillaga-Romany I, Norden AD (2014) Antiangiogenic therapies for glioblastoma. CNS Oncol 3:349–358CrossRefPubMed Arrillaga-Romany I, Norden AD (2014) Antiangiogenic therapies for glioblastoma. CNS Oncol 3:349–358CrossRefPubMed
24.
go back to reference Liang W-C, Wu X, Peale FV et al (2006) Cross-species vascular endothelial growth factor (VEGF)-blocking antibodies completely inhibit the growth of human tumor xenografts and measure the contribution of stromal VEGF. J Biol Chem 281:951–961CrossRefPubMed Liang W-C, Wu X, Peale FV et al (2006) Cross-species vascular endothelial growth factor (VEGF)-blocking antibodies completely inhibit the growth of human tumor xenografts and measure the contribution of stromal VEGF. J Biol Chem 281:951–961CrossRefPubMed
25.
go back to reference Carano RAD, Ross AL, Ross J et al (2004) Quantification of tumor tissue populations by multispectral analysis. Magn Reson Med 51:542–551CrossRefPubMed Carano RAD, Ross AL, Ross J et al (2004) Quantification of tumor tissue populations by multispectral analysis. Magn Reson Med 51:542–551CrossRefPubMed
26.
go back to reference Tofts PS (1997) Modeling tracer kinetics in dynamic Gd-DTPA MR imaging. J Magn Reson Imaging 7:91–101CrossRefPubMed Tofts PS (1997) Modeling tracer kinetics in dynamic Gd-DTPA MR imaging. J Magn Reson Imaging 7:91–101CrossRefPubMed
27.
go back to reference Tofts PS, Brix G, Buckley DL et al (1999) Estimating kinetic parameters from dynamic contrast-enhanced T(1)-weighted MRI of a diffusable tracer: standardized quantities and symbols. J Magn Reson Imaging 10:223–232CrossRefPubMed Tofts PS, Brix G, Buckley DL et al (1999) Estimating kinetic parameters from dynamic contrast-enhanced T(1)-weighted MRI of a diffusable tracer: standardized quantities and symbols. J Magn Reson Imaging 10:223–232CrossRefPubMed
28.
go back to reference Tofts PS, Kermode AG (1991) Measurement of the blood-brain barrier permeability and leakage space using dynamic MR imaging. 1. Fundamental concepts. Magn Reson Med 17:357–367CrossRefPubMed Tofts PS, Kermode AG (1991) Measurement of the blood-brain barrier permeability and leakage space using dynamic MR imaging. 1. Fundamental concepts. Magn Reson Med 17:357–367CrossRefPubMed
29.
go back to reference Rudin M, McSheehy PMJ, Allegrini PR et al (2005) PTK787/ZK222584, a tyrosine kinase inhibitor of vascular endothelial growth factor receptor, reduces uptake of the contrast agent GdDOTA by murine orthotopic B16/BL6 melanoma tumours and inhibits their growth in vivo. NMR Biomed 18:308–321CrossRefPubMed Rudin M, McSheehy PMJ, Allegrini PR et al (2005) PTK787/ZK222584, a tyrosine kinase inhibitor of vascular endothelial growth factor receptor, reduces uptake of the contrast agent GdDOTA by murine orthotopic B16/BL6 melanoma tumours and inhibits their growth in vivo. NMR Biomed 18:308–321CrossRefPubMed
30.
go back to reference Allain C, Cloitre M (1991) Characterizing the lacunarity of random and deterministic fractal sets. Phys Rev A 44:3552–3558CrossRefPubMed Allain C, Cloitre M (1991) Characterizing the lacunarity of random and deterministic fractal sets. Phys Rev A 44:3552–3558CrossRefPubMed
31.
go back to reference Guyon I, Elisseeff A (2003) An introduction to variable and feature selection. J Mach Learn Res 3:1157–1182 Guyon I, Elisseeff A (2003) An introduction to variable and feature selection. J Mach Learn Res 3:1157–1182
32.
go back to reference Umbaugh SE (2010) Digital image processing and analysis: human and computer vision applications with CVIPtools, 2nd edn. CRC Press, Boca Raton Umbaugh SE (2010) Digital image processing and analysis: human and computer vision applications with CVIPtools, 2nd edn. CRC Press, Boca Raton
33.
35.
go back to reference Jain RK (2005) Normalization of tumor vasculature: an emerging concept in antiangiogenic therapy. Science 307:58–62CrossRefPubMed Jain RK (2005) Normalization of tumor vasculature: an emerging concept in antiangiogenic therapy. Science 307:58–62CrossRefPubMed
36.
go back to reference Dickson PV, Hamner JB, Sims TL et al (2007) Revacizumab-induced transient remodeling of the vasculature in neuroblastoma xenografts results in improved delivery and efficacy of systemically administered chemotherapy. Clin Cancer Res 13:3942–3950CrossRefPubMed Dickson PV, Hamner JB, Sims TL et al (2007) Revacizumab-induced transient remodeling of the vasculature in neuroblastoma xenografts results in improved delivery and efficacy of systemically administered chemotherapy. Clin Cancer Res 13:3942–3950CrossRefPubMed
37.
go back to reference Kepes JJ (2003) Necrosis and glioblastoma: a friend or a foe? A review and a hypothesis. Neurosurgery 52:1242PubMed Kepes JJ (2003) Necrosis and glioblastoma: a friend or a foe? A review and a hypothesis. Neurosurgery 52:1242PubMed
Metadata
Title
Quantification of antiangiogenic treatment effects on tissue heterogeneity in glioma tumour xenograft model using a combination of DCE-MRI and 3D-ultramicroscopy
Authors
Marco Dominietto
Michael Dobosz
Sandra Bürgi
Anja Renner
Gudrun Zahlmann
Werner Scheuer
Markus Rudin
Publication date
01-07-2017
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 7/2017
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-016-4629-3

Other articles of this Issue 7/2017

European Radiology 7/2017 Go to the issue