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Why one-size-fits-all vaso-modulatory interventions fail to control glioma invasion: in silico insights
J C L Alfonso1,2, A Köhn-Luque3,4, T Stylianopoulos5
1Braunschweig Integrated Centre of Systems Biology and Helmholtz Center for Infectious Research, Braunschweig, Germany.
Abstract:
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.
Insights
Vaso-modulatory therapies for glioma (brain tumors) show limited success. A mathematical model reveals a critical cell proliferation/diffusion ratio dictates treatment response, suggesting personalized approaches are needed for better outcomes.
Area of Science:
- Neuro-oncology
- Mathematical Biology
- Cancer Therapy
Background:
- Gliomas are aggressive brain tumors with poor prognosis and limited treatment efficacy.
- Vaso-modulatory therapies, targeting tumor vasculature, are debated for glioma treatment.
- Current strategies include tumor blood vessel normalization or deterioration, with unclear outcomes.
Purpose of the Study:
- To investigate the limited success of vaso-modulatory interventions in glioma treatment.
- To explore the impact of glioma cell migration and proliferation on treatment response.
- To identify factors influencing the efficacy of vascular-targeting therapies.
Main Methods:
- Development of a mathematical model based on glioma cell migration and proliferation.
- Analysis of the dichotomy between cell migration and proliferation dynamics.
- In silico investigation of glioma response to vaso-modulatory interventions.
Main Results:
- Identification of a critical cell proliferation/diffusion ratio separating distinct glioma response regimes.
- Vascular modulation can either decrease invasion speed and increase infiltration width, or vice versa.
- Tumor response to interventions is highly dependent on this critical ratio.
Conclusions:
- The proliferation/diffusion ratio is a key determinant of glioma response to vaso-modulatory therapies.
- Understanding these distinct regimes can guide personalized treatment strategies.
- In silico findings offer a framework for optimizing glioma treatment success rates.

