Two-axon population (TAP) modelling for large axon diffusion imaging in the peripheral nervous system
Motivation: The stick (zero-radius cylinder), a standard diffusion MRI model for the intra-axonal brain white matter signal, may not be suitable in the peripheral nervous system (PNS), due to co-existence of small and large axons. Goal(s): To test the feasibility of replacing the stick model with a two-axon population (TAP) approach, accounting for large axons, in the PNS. Approach: We compared TAP versus standard stick modelling in simulations, and derived TAP metrics in the sciatic nerve in vivo. Results: TAP enables more accurate parameter fitting than stick modelling, and is shown to be feasible in vivo in healthy controls and multiple sclerosis patients. Impact: We propose two-axon population (TAP) diffusion-weighted MRI, a method tailored for imaging of the peripheral nervous system, characterised by co-existence of small and large axons. TAP may enable more accurate microstructural imaging than standard approaches, providing non-invasive markers of neurophysiology.
Authors
- Claudia A. M. Gandini Wheeler‐Kingshott (ORCID: https://orcid.org/0000-0002-4832-1300)
- Francesco Grussu (ORCID: https://orcid.org/0000-0002-0945-3909)
- Marios Yiannakas (ORCID: https://orcid.org/0000-0003-4986-446X)
- Ratthaporn Boonsuth
- Marco Battiston (ORCID: https://orcid.org/0000-0003-2231-2251)
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
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/1361
- Primary Topic
- Advanced Neuroimaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00