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Updated: Jan 10, 2026

In Vivo Model for Testing Effect of Hypoxia on Tumor Metastasis
Published on: December 9, 2016
A phenotype-structured mathematical model for the influence of hypoxia on oncolytic virotherapy
David Morselli1, Giulia Chiari2, Federico Frascoli3
1Department of Mathematics, University College London 25 Gordon Street, London, WC1H 0AY, United Kingdom; Department of Mathematical Sciences "G. L. Lagrange", Politecnico di Torino Corso Duca degli Abruzzi 24, Torino, 10129, Italy; Department of Mathematics, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, 3122, VIC, Australia; Department of Mathematics "G. Peano", Università di Torino Via Carlo Alberto 10, Torino, 10124, Italy.
Abstract:
The effectiveness of oncolytic virotherapy is significantly affected by several elements of the tumour microenvironment, which reduce the ability of the virus to infect cancer cells. In this work, we focus on the influence of hypoxia on this therapy and develop a novel continuous mathematical model that considers both the spatial and epigenetic heterogeneity of the tumour. We investigate how oxygen gradients within tumours affect the spatial distribution and replication of both the tumour and oncolytic viruses, focusing on regions of severe hypoxia versus normoxic areas. Additionally, we analyse the evolutionary dynamics of tumour cells under hypoxic conditions and their influence on susceptibility to viral infection. Our findings show that the reduced metabolic activity of hypoxic cells may significantly impact the virotherapy effectiveness; the knowledge of the tumour's oxygenation could, therefore, suggest the most suitable type of virus to optimise the outcome. The combination of numerical simulations and theoretical results for the model equilibrium values allows us to elucidate the complex interplay between viruses, tumour evolution and oxygen dynamics, ultimately contributing to developing more effective and personalised cancer treatments.
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