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A stochastic reaction–diffusion modeling investigation of FLASH ultra-high dose rate response in different tissues

  • Ramin Abolfath
  • , Alexander Baikalov
  • , Alberto Fraile
  • , Stefan Bartzsch
  • , Emil Schuler
  • , Radhe Mohan
  • University of Texas
  • Technical University of Munich

Research output: Contribution to journalArticlepeer-review

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Abstract

Purpose: The aim of the study was to propose a theory based on topology and
geometry of diffusion channels in tissue to contribute to the mechanistic
understanding of normal tissue sparing at ultra-high dose rates (UHDRs) and
explore an interplay between intra- and inter-track radical recombination through a reaction–diffusion mechanism.
Methods: We calculate the time evolution of particle track structures using a
system of coupled reaction–diffusion equations on a random network designed
for molecular transport in porous and disordered media. The network is
representative of the intra- and inter-cellular diffusion channels in tissues.
Spatial cellular heterogeneities over the scale of track spacing are constructed
by incorporating random fluctuations in the connectivity between network sites,
resembling molecular mass and charge heterogeneities at the cellular level.
Results: We demonstrate the occurrence of phase separation among the tracks as the complexity in intra- and inter-cellular structure increases. At the strong limit of structural disorder, tracks evolve individually like isolated islands with negligible inter-track as they propagate like localized waves in space, analogous to the Anderson localization in quantum mechanics. In contrast, at the limit of weak disorder in a homogeneous medium, such as water, the neighboring tracks melt into each other and form a percolated network of non-reactive species. Thus, the spatiotemporal correlation among chemically active domains vanishes as the inter-cellular complexity of the tissue increases from normal tissue structure to fractal-type malignancy.
Conclusion: Differential FLASH normal tissue sparing may result from the interplay of the proximity of tracks over the intra- and inter-cellular landscape, a transition in the spatial distribution of chemical reactivity, and molecular crowding. In this context, insensitivities in the radiobiological responses of the tumors to FLASHUHDR are interpreted via a lack of geometrical correlation among isolated tracks. The structural and geometrical complexities of cancerous cells prevent the clustering of tracks over a timescale, in which inter-track chemical reactivities presumably prevail in normal tissues. A series of systematic experiments on radiolysis-induced diffusivity and reactivity in actual normal and cancerous
Original languageEnglish
JournalFrontiers in Physics
Volume11
Publication statusPublished - 5 May 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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