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.

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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
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article

Sketching a Space of Brain States

Norbert Marwan, Peppino Fazio, Maria Mannone, Patrizia Ribino
3 citations
Neuroinformatics
Functional Brain Connectivity Studies
4.29
article

Sketching a Space of Brain States

Norbert Marwan, Peppino Fazio, Maria Mannone, Patrizia Ribino
article en
3 citations

Abstract

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.

NeuroinformaticsVol. 23(3)
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)
Openalex Percentile: Top 5%
Functional Brain Connectivity Studies
4.29
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Sketching a Space of Brain States — Norbert Marwan, Peppino Fazio, et al. · Neuroinformatics (2025) | TGRS Research Map | TGRS