Multimodality imaging and mathematical modelling of drug delivery to glioblastomas

Author:

Boujelben Ahmed1,Watson Michael1,McDougall Steven1,Yen Yi-Fen2,Gerstner Elizabeth R.3,Catana Ciprian2,Deisboeck Thomas2,Batchelor Tracy T.3,Boas David2,Rosen Bruce2,Kalpathy-Cramer Jayashree2,Chaplain Mark A. J.4ORCID

Affiliation:

1. School of Petroleum Engineering, Heriot-Watt University, Edinburgh EH14 4AS, UK

2. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA

3. Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA

4. School of Mathematics and Statistics, University of St Andrews, St Andrews KY16 9SS, UK

Abstract

Patients diagnosed with glioblastoma, an aggressive brain tumour, have a poor prognosis, with a median overall survival of less than 15 months. Vasculature within these tumours is typically abnormal, with increased tortuosity, dilation and disorganization, and they typically exhibit a disrupted blood–brain barrier (BBB). Although it has been hypothesized that the ‘normalization’ of the vasculature resulting from anti-angiogenic therapies could improve drug delivery through improved blood flow, there is also evidence that suggests that the restoration of BBB integrity might limit the delivery of therapeutic agents and hence their effectiveness. In this paper, we apply mathematical models of blood flow, vascular permeability and diffusion within the tumour microenvironment to investigate the effect of these competing factors on drug delivery. Preliminary results from the modelling indicate that all three physiological parameters investigated—flow rate, vessel permeability and tissue diffusion coefficient—interact nonlinearly to produce the observed average drug concentration in the microenvironment.

Funder

Engineering and Physical Sciences Research Council

National Cancer Institute

National Institute of Biomedical Imaging and Bioengineering

Publisher

The Royal Society

Subject

Biomedical Engineering,Biomaterials,Biochemistry,Bioengineering,Biophysics,Biotechnology

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