New Functional MRI Experiments Based on Fractional Diffusion Representation Show Independent and Complementary Contrast to Diffusion-Weighted and Blood-Oxygen-Level-Dependent Functional MRI
A fundamental limitation of fMRI based on the BOLD effect is its limited spatial specificity. This is because the BOLD signal reflects neurovascular coupling, leading to macrovascular changes that are not strictly limited to areas of increased neural activity. However, neuronal activation also induces microstructural changes within the brain parenchyma by modifying the diffusion of extracellular biological water. Therefore, diffusion-weighted imaging (DWI) has been applied in fMRI to overcome BOLD limits and better explain the mechanisms of functional activation, but the results obtained so far are not clear. This is because a DWI signal depends on many experimental variables: instrumental, physiological, and microstructural. Here, we hypothesize that the γ parameter of the fractional diffusion representation could be of particular interest for DW-fMRI applications, due to its proven dependence on local magnetic susceptibility and diffusion multi-compartmentalization. BOLD fMRI and DW-fMRI experiments were performed at 3T using an exemplar application to task-based activation of the human visual cortex. The results, corroborated by simulation, highlight that γ provides complementary information to conventional diffusion fMRI and γ can quantify cellular morphology changes and neurovascular regulation during neuronal activation with higher sensitivity and specificity than conventional BOLD fMRI and DW-fMRI.
Authors
- Silvia Capuani (ORCID: https://orcid.org/0000-0002-7863-1801)
- Guglielmo Genovese (ORCID: https://orcid.org/0000-0001-9409-0120)
- Federico Giove (ORCID: https://orcid.org/0000-0002-6934-3146)
- Marco Palombo (ORCID: https://orcid.org/0000-0003-4892-7967)
- Alessandra Maiuro (ORCID: https://orcid.org/0000-0002-1944-0263)
- Marco Bozzali (ORCID: https://orcid.org/0000-0002-0568-2026)
- Emiliano Macaluso (ORCID: https://orcid.org/0000-0002-1919-5288)
Institutions
- Université Claude Bernard Lyon 1 (FR)
- Centre National de la Recherche Scientifique (FR)
- Inserm (FR)
- Norwegian University of Science and Technology (NO)
- Centre de Recherche en Neurosciences de Lyon (FR)
- Centro Ricerche Enrico Fermi (IT)
- Institute for Complex Systems (IT)
- Fondazione Santa Lucia (IT)
- University of Turin (IT)
- Cardiff University (GB)
- Sapienza University of Rome (IT)
Publication Details
- Journal
- Applied Sciences
- Published
- 2025-04-29
- DOI
- https://doi.org/10.3390/app15094930
- Citations
- 3
- Primary Topic
- Advanced Neuroimaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 4.08