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勾勒脑状态空间

Sketching a Space of Brain States.

作者信息

Mannone Maria, Ribino Patrizia, Fazio Peppino, Marwan Norbert

机构信息

ICAR, National Research Council (CNR), Palermo, Italy.

Institute of Physics and Astronomy, University of Potsdam, Potsdam, Germany.

出版信息

Neuroinformatics. 2025 Sep 2;23(3):45. doi: 10.1007/s12021-025-09739-0.

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.

摘要

大脑功能连接改变,即大脑区域间信号交换的病理变化,正发生在多种神经系统疾病中,包括神经退行性疾病和神经精神疾病。它们表现为大脑功能网络工作方式的改变。通过将大脑空间概念化为一个其点为代表大脑功能状态的连接组配置的空间,大脑网络功能的变化可以用这些点之间的路径来表示。从健康状态到患病状态的路径,或作为疾病进展实例的患病状态之间的路径,被建模为疾病算子的作用,该算子会使大脑功能状态从一种变为另一种。本研究提出了大脑状态空间的形式化表示并给出了其计算定义。此外,还纳入了帕金森病、精神分裂症和阿尔茨海默 - 佩鲁西尼病患者的相关内容,以讨论所提出的方法以及该研究朝着普遍化方向可能的发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d74a/12405039/89ec0a44b9b9/12021_2025_9739_Fig1_HTML.jpg

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