Elucidating the role of matrix porosity and rigidity in glioblastoma type iv progression

Rui C. Pereira, Raffaella Santagiuliana, Luca Ceseracciu, Daniela P. Boso, Bernhard A. Schrefler, Paolo Decuzzi

Research output: Contribution to journalArticle

Abstract

The highly infiltrating nature of glioma cells is the major cause for the poor prognosis of brain malignancies. Motility, proliferation, and gene expression of cells in natural and synthetic gels have been analyzed by several authors, yet quantitative studies elucidating the role of matrix porosity and rigidity in the development of whole malignant masses are missing. Here, an experimental‐computational framework is introduced to analyze the behavior of U87‐MG cells and spheroids in compact hyaluronic acid gels (HA), replicating the brain parenchyma; and fibrous collagen gels (COL), resembling the organized structures of the brain. Experimentally it was observed that individual U87‐MG cells in COL assumed an elongated morphology within a few hours post inclusion (p.i.) and travelled longer distances than in HA. As spheroids, U87‐MG cells rapidly dispersed into COL resulting in infiltrating regions as large as tumor cores (≈600 μm, at 8 days p.i.). Conversely, cells in HA originated smaller and denser infiltrating regions (≈300 μm, at 8 days p.i.). Notably, COL tumor core size was only 20% larger than in HA, at longer time points. Computationally, by introducing for the first time the effects of matrix heterogeneity in our numerical simulations, the results confirmed that matrix porosity and its spatial organization are key factors in priming the infiltrating potential of these malignant cells. The experimental‐numerical synergy can be used to predict the behavior of neoplastic masses under diverse conditions and the efficacy of combination therapies simultaneously aiming at killing cancer cells and modulating the tumor microenvironment.

Original languageEnglish (US)
Article number9076
Pages (from-to)1-29
Number of pages29
JournalApplied Sciences (Switzerland)
Volume10
Issue number24
DOIs
StatePublished - Dec 2 2020

Keywords

  • Cancer growth
  • Matrix porosity
  • Matrix rigidity and heterogeneity
  • Multi‐physics model

ASJC Scopus subject areas

  • Materials Science(all)
  • Instrumentation
  • Engineering(all)
  • Process Chemistry and Technology
  • Computer Science Applications
  • Fluid Flow and Transfer Processes

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