A large-scale morphometric analysis of 11,850 brain cell reconstructions provides reference values for structural, shape, and topological features across species and cell types, with guidance for diffusion MRI modeling.
The role of dendritic spines in water exchange measurements with diffusion MRI: Time-Dependent Single Diffusion Encoding MRI
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abstract
Time-dependent diffusion MRI (dMRI) with single diffusion encoding (SDE) probes water dynamics in biological tissues, but signal interpretation depends on microstructure. While prior work focused on restricted/hindered diffusion and membrane permeation, diffusion-mediated exchange between dendritic shafts and spines in gray matter (GM) remains understudied. We hypothesize that impermeable spiny dendrites produce time-dependent SDE signals mimicking permeative exchange and investigate how spine density biases exchange time estimates. Using Monte Carlo simulations and narrow escape theory, we quantify spine-shaft exchange times (3-26 ms), matching cortical permeative exchange estimates. A modified two-compartment Karger model characterizes time-dependent SDE signals but yields biased exchange estimates, reflecting spine volume fraction rather than morphology. Unaccounted diffusion-mediated exchange introduces up to 80% bias in NEXI/SMEX model estimates. We propose an extended three-compartment Karger model incorporating both diffusion-mediated (spine-shaft) and permeative (intra-extracellular) exchange. However, this model cannot uniquely separate membrane permeability from spine volume effects. Our findings emphasize that dendritic spines should be considered in SDE-based exchange studies and caution against attributing exchange solely to permeability. Advanced methods are needed to disentangle these mechanisms in GM.
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Decoding Gray Matter: large-scale analysis of brain cell morphometry to inform microstructural modeling of diffusion MR signals
A large-scale morphometric analysis of 11,850 brain cell reconstructions provides reference values for structural, shape, and topological features across species and cell types, with guidance for diffusion MRI modeling.