Diffusion MRI of cortical organoids reveals protocol-associated spatial reproducibility and increasing diffusivity with diffusion time

Journal: bioRxiv
Published Date:

Abstract

Early human cortical development involves rapid changes in cytoarchitecture that remain difficult to interrogate non-invasively. Biophysical diffusion MRI models provide a potential window onto this microstructure, including water exchange across cell membranes, but their assumptions are difficult to validate directly in developing human tissue. Human cortical organoids provide a tractable biological model in which diffusion measurements can be related to tissue architecture within the same specimen. We scanned six fixed cortical organoids at 9.4~T, three grown under a directed and three under an undirected differentiation protocol, at three diffusion times and b-values up to 7000~s/mm$^2$. Center-to-periphery profiles of DKI-derived diffusion metrics were reproducible across the directed organoids but more variable across the undirected organoids, while nuclear staining revealed greater variability in the internal architecture of the undirected organoids. Unexpectedly, mean diffusivity increased with diffusion time in more than 80% of tissue voxels in both batches, opposite to previous organoid measurements. Across 12,348 simulated two-compartment substrates, this increase was reproduced only with permeable membranes and an extracellular diffusivity substantially exceeding the apparent intracellular diffusivity, a regime that challenges assumptions commonly used in current gray-matter exchange models. These results support cortical organoids as biologically realistic platforms for probing early cortical microstructure and testing diffusion models under controlled conditions, while remaining amenable to post-MRI histological validation.

Authors

  • le Boeuf Flo
  • A.; Taskin
  • E.; Lavielle
  • O.; Grigoriou
  • A.; Pierzchala
  • K.; Le
  • T. P.; Jelescu
  • I.; Krsnik
  • Z.; Ribierre
  • T.; Thiran
  • J.-P.; Rafael Patino
  • J.; Canales Rodriguez
  • E. J.; Fischi Gomez
  • E.

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