An analytical model of restricted diffusion in dendritic spines.
Motivation: Recent studies show that diffusion-weighted MRI (dMRI) and spectroscopy (dMRS) measurements of water and brain metabolites are sensitive to spine density. However, these studies relied on simulations, and an analytical biophysical model for dMRI/dMRS signals from spiny dendrites is still lacking. Goal(s): To present a first step toward developing such a model. Approach: We provide the analytical solution for the signal in the short gradient pulse (SGP) approximation, validation with Monte-Carlo simulations, and investigation of wide pulses impact. Results: In typical preclinical settings, sensitivity to spine density, but not morphology, is present and measurable with ultra-strong gradients. Impact: We developed a biophysical model for characterizing diffusion MR signal from spiny dendrites, providing a foundation for designing dMRI/dMRS methods to non-invasively quantify changes in spine density and morphology, hallmarks of neuroplasticity, and several neurodegenerative diseases, and neurological disorders.
Authors
- Julien Valette (ORCID: https://orcid.org/0000-0002-2067-5051)
- Maëliss Jallais (ORCID: https://orcid.org/0000-0001-5939-388X)
- Kadir Şimşek (ORCID: https://orcid.org/0000-0003-4044-7395)
- Marco Palombo (ORCID: https://orcid.org/0000-0003-4892-7967)
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/4033
- Primary Topic
- Numerical methods in inverse problems
- Type
- article
- Field-Weighted Citation Impact
- 0.00