Directed fMRI connectivity mapping reveals a flexible functional hierarchy in the mouse brain
Motivation: fMRI connectivity is widely used to probe brain functional organization. However, measures of fMRI connectivity are typically undirected and insensitive to the information transfer between brain regions. Goal(s): We hypothesized that directed fMRI connectivity mapping would reveal a novel dimension in the functional organization of the mammalian brain: do brain regions exchange information equally, or are there regional sources or sinks of information? Approach: We validated the use of directed connectivity mapping via transfer entropy to characterize directed connectivity in the resting mouse brain. Results: We reveal a robust, intrinsic source-to-sink organization in the mouse brain that flexibly reconfigures depending on brain state. Impact: Our study shows that resting state fMRI can be reliably used to probe directed information transfer between brain regions.
Authors
- Stefano Panzeri (ORCID: https://orcid.org/0000-0003-1700-8909)
- Loren Koçillari (ORCID: https://orcid.org/0000-0001-7301-1796)
- Marco Celotto (ORCID: https://orcid.org/0000-0002-0890-0703)
- Ludovico Coletta (ORCID: https://orcid.org/0000-0001-8052-5154)
- Silvia Gini (ORCID: https://orcid.org/0009-0001-2757-3306)
- Alessandro Gozzi (ORCID: https://orcid.org/0000-0002-5731-4137)
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/10.58530/2025/3567
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00