Sketching a Space of Brain States
Brain functional connectivity alterations, that is, pathological changes in the signal exchange between areas of the brain, are occurring in several neurological diseases, including neurodegenerative and neuropsychiatric ones. They consist in changes in how brain functional networks work. By conceptualising a brain space as a space whose points are connectome configurations representing brain functional states, changes in brain network functionality can be represented by paths between these points. Paths from a healthy state to a diseased one, or between diseased states as instances of disease progression, are modelled as the action of the Krankheit-Operator, that produces changes from a brain functional state to another one. This study proposes a formal representation of the space of brain states and presents its computational definition. Moreover, references to patients affected by Parkinson's disease, schizophrenia, and Alzheimer-Perusini's disease are included for discussing the proposed approach and possible developments of the research toward a generalisation.
Authors
- Norbert Marwan (ORCID: https://orcid.org/0000-0003-1437-7039)
- Peppino Fazio (ORCID: https://orcid.org/0000-0003-2590-034X)
- Maria Mannone (ORCID: https://orcid.org/0000-0003-3606-3436)
- Patrizia Ribino
Institutions
- VSB - Technical University of Ostrava (CZ)
- Ca' Foscari University of Venice (IT)
- University of Potsdam (DE)
- Leibniz Association (DE)
- National Research Council (IT)
- Potsdam Institute for Climate Impact Research (DE)
Publication Details
- Journal
- Neuroinformatics
- Published
- 2025-09-02
- DOI
- https://doi.org/10.1007/s12021-025-09739-0
- Citations
- 3
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 4.29