Why one-size-fits-all vaso-modulatory interventions fail to control glioma invasion: in silico insights

被引:37
作者
Alfonso, J. C. L. [1 ,2 ,3 ]
Koehn-Luque, A. [4 ,5 ]
Stylianopoulos, T. [6 ]
Feuerhake, F. [7 ,8 ]
Deutsch, A. [3 ]
Hatzikirou, H. [1 ,2 ]
机构
[1] Braunschweig Integrated Ctr Syst Biol, Braunschweig, Germany
[2] Helmholtz Ctr Infect Res, Braunschweig, Germany
[3] Tech Univ Dresden, Ctr Informat Serv & High Performance Comp, Dresden, Germany
[4] Univ Oslo, Fac Med, Dept Biostat, N-0316 Oslo, Norway
[5] BigInsight, Ctr Res Based Innovat SFI, Oslo, Norway
[6] Univ Cyprus, Dept Mech & Mfg Engn, Canc Biophys Lab, Nicosia, Cyprus
[7] Hannover Med Sch, Inst Pathol, Hannover, Germany
[8] Univ Clin Freiburg, Inst Neuropathol, Freiburg, Germany
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
关键词
ENDOTHELIAL GROWTH-FACTOR; ANTI-ANGIOGENIC THERAPY; ANTIANGIOGENIC THERAPY; GLIOBLASTOMA PATIENTS; MATHEMATICAL-MODEL; TUMOR VASCULATURE; MALIGNANT GLIOMAS; OXYGEN-TRANSPORT; BRAIN-TUMORS; HYPOXIA;
D O I
10.1038/srep37283
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Gliomas are highly invasive brain tumours characterised by poor prognosis and limited response to therapy. There is an ongoing debate on the therapeutic potential of vaso-modulatory interventions against glioma invasion. Prominent vasculature-targeting therapies involve tumour blood vessel deterioration and normalisation. The former aims at tumour infarction and nutrient deprivation induced by blood vessel occlusion/collapse. In contrast, the therapeutic intention of normalising the abnormal tumour vasculature is to improve the efficacy of conventional treatment modalities. Although these strategies have shown therapeutic potential, it remains unclear why they both often fail to control glioma growth. To shed some light on this issue, we propose a mathematical model based on the migration/proliferation dichotomy of glioma cells in order to investigate why vaso-modulatory interventions have shown limited success in terms of tumour clearance. We found the existence of a critical cell proliferation/diffusion ratio that separates glioma responses to vaso-modulatory interventions into two distinct regimes. While for tumours, belonging to one regime, vascular modulations reduce the front speed and increase the infiltration width, for those in the other regime, the invasion speed increases and infiltration width decreases. We discuss how these in silico findings can be used to guide individualised vaso- modulatory approaches to improve treatment success rates.
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页数:15
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