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

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An analytical model of restricted diffusion in dendritic spines.

Julien Valette, Maëliss Jallais, Kadir Şimşek, Marco Palombo
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
Numerical methods in inverse problems
article

An analytical model of restricted diffusion in dendritic spines.

Julien Valette, Maëliss Jallais, Kadir Şimşek, Marco Palombo
article en

Abstract

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.

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
Openalex Percentile: Top 69%
Numerical methods in inverse problems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

An analytical model of restricted diffusion in dendritic spines. — Julien Valette, Maëliss Jallais, et al. · 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 (2025) | TGRS Research Map | TGRS