Clinically feasible resting-state functional MRI as an alternative to preoperative language and motor task-based functional MRI
Motivation: Resting-state functional MRI (rs-fMRI) could aid neurosurgical planning for patients unable to perform task-based (tb-)fMRI tasks, however, complex analyses and lack of validated seeds for language mapping hinder clinical adoption. Goal(s): Develop a clinically feasible, automated rs-fMRI pipeline for language and motor mapping, optimised for comparability to tb-fMRI. Approach: We developed a pulse sequence, automated preprocessing and analysis pipeline, with standardised seeds. Results from 10 healthy volunteers were compared to atlases and tb-fMRI. Results: Language and motor resting-state networks (RSNs) showed high sensitivity and high/moderate specificity compared to atlases. Optimal RSN thresholds for comparability to tb-fMRI were identified, producing moderate overlap with tb-fMRI. Impact: The automated resting-state functional MRI (rs-fMRI) pipeline, using standardised seeds, produces resting-state networks optimised for comparison with task-based (tb)-fMRI and shows promise as an alternative for preoperative language and motor mapping. Future work will explore language lateralisation and rs-fMRI-driven tractography.
Authors
- Ayisha Albusaidi
- Józef Jarosz (ORCID: https://orcid.org/0000-0002-7820-667X)
- Marco Borri (ORCID: https://orcid.org/0000-0002-3287-9350)
- John Ansell
- Isabella Verdon
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/10.58530/2025/2505
- Primary Topic
- Atomic and Subatomic Physics Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00