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Combining hypoxia-activated prodrugs and radiotherapy in silico: Impact of treatment scheduling and the intra-tumoural oxygen landscape.

Sara Hamis | Mohammad Kohandel | Ludwig J Dubois | Ala Yaromina | Philippe Lambin | Gibin G Powathil
PLoS computational biology | 2020

Hypoxia-activated prodrugs (HAPs) present a conceptually elegant approach to not only overcome, but better yet, exploit intra-tumoural hypoxia. Despite being successful in vitro and in vivo, HAPs are yet to achieve successful results in clinical settings. It has been hypothesised that this lack of clinical success can, in part, be explained by the insufficiently stringent clinical screening selection of determining which tumours are suitable for HAP treatments. Taking a mathematical modelling approach, we investigate how tumour properties and HAP-radiation scheduling influence treatment outcomes in simulated tumours. The following key results are demonstrated in silico: (i) HAP and ionising radiation (IR) monotherapies may attack tumours in dissimilar, and complementary, ways. (ii) HAP-IR scheduling may impact treatment efficacy. (iii) HAPs may function as IR treatment intensifiers. (iv) The spatio-temporal intra-tumoural oxygen landscape may impact HAP efficacy. Our in silico framework is based on an on-lattice, hybrid, multiscale cellular automaton spanning three spatial dimensions. The mathematical model for tumour spheroid growth is parameterised by multicellular tumour spheroid (MCTS) data.

Pubmed ID: 32745136

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Associated grants

  • Agency: Medical Research Council, United Kingdom
    Id: MR/R017506/1
  • Agency: CIHR, Canada

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European Research Council (tool)

RRID:SCR_011216

Independent body that funds investigator-driven frontier research in the European Union (EU). It is part of the Seventh Research Framework Programme (FP7).

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Swansea University; Swansea; United Kingdom (tool)

RRID:SCR_011551

Public research university located in Swansea, Wales, United Kingdom. It was chartered as University College of Swansea in 1920, as the fourth college of the University of Wales.

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