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

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
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article

Directed fMRI connectivity mapping reveals a flexible functional hierarchy in the mouse brain

Stefano Panzeri, Loren Koçillari, Marco Celotto, Ludovico Coletta et al.
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
Functional Brain Connectivity Studies
article

Directed fMRI connectivity mapping reveals a flexible functional hierarchy in the mouse brain

Stefano Panzeri, Loren Koçillari, Marco Celotto, Ludovico Coletta, Silvia Gini, Alessandro Gozzi
article en

Abstract

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.

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
Openalex Percentile: Top 75%
Functional Brain Connectivity Studies
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Directed fMRI connectivity mapping reveals a flexible functional hierarchy in the mouse brain — Stefano Panzeri, Loren Koçillari, et al. · 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 (2025) | TGRS Research Map | TGRS