A modelling and experimental framework to investigate the sensitivity of steady-state diffusion MRI to microstructure
Motivation: Diffusion-weighted steady-state free precession (DW-SSFP) has demonstrated higher SNR-efficiency vs the diffusion-weighted spin-echo (DW-SE) in post-mortem tissue. However, its sensitivity to microstructural features has not been comprehensively investigated. Goal(s): To develop an investigation framework to quantify DW-SSFP’s sensitivity to microstructure. Approach: We combined Monte-Carlo simulations with phantom experiments incorporating diffusion hinderance/restriction and an ex-vivo mouse brain, comparing the estimated diffusion attenuation of DW-SSFP vs a DW-SE sequence with matched gradient waveforms and diffusion timings. Results: DW-SSFP exhibited higher diffusion attenuation vs DW-SE in all tested substrates when gradient waveforms/timings are matched, suggesting its unique signal forming mechanisms may be highly sensitive to microstructure. Impact: We present a framework combining Monte-Carlo simulations with experiments to characterise the sensitivity of diffusion-weighted steady-state free precession (DW-SSFP) to microstructure. DW-SSFP demonstrates greater signal attenuation versus a gradient waveform/timing-matched DW-SE across different substrates, demonstrating its potential for microstructural imaging.
Authors
- Mohamed Tachrount (ORCID: https://orcid.org/0000-0003-1147-3412)
- Zhiyu Zheng (ORCID: https://orcid.org/0000-0002-8521-0925)
- Michiel Cottaar (ORCID: https://orcid.org/0000-0003-4679-7724)
- Benjamin C. Tendler (ORCID: https://orcid.org/0000-0003-2095-8665)
- Karla L. Miller (ORCID: https://orcid.org/0000-0002-2511-3189)
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/10.58530/2024/0584
- Citations
- 1
- Primary Topic
- Advanced Neuroimaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.40