On disease and healing: a theoretical sketch

The onset and progression of a neurological disease can often be explained in terms of brain-network alteration. They can be formalized as the action of an operator representing the disease, the so-called K -operator, acting on the network. The healing process can thus be seen as the inverse of the disease mechanism. However, perfect healing is often impossible to achieve. Here, we formalize the ideal healing in terms of perturbative variation of the possible partial healing. The modeling and analytical strategy is based on techniques from theoretical physics, with the language of matrix operators. In addition, using the language of category theory, we also formalize the progressive abstraction from the reality of diseased patients to the definition of a disease and the comparison between different diseases as a natural transformation between colimits. This theoretical presentation can provide a new, interdisciplinary perspective on neurological investigation and possibly foster new theoretical-experimental developments.

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Publication Details

Journal
Frontiers in Applied Mathematics and Statistics
Published
2024-09-19
DOI
https://doi.org/10.3389/fams.2024.1468556
Citations
3
Primary Topic
Mental Health and Psychiatry
Type
article
Field-Weighted Citation Impact
12.65

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article

On disease and healing: a theoretical sketch

Norbert Marwan, Peppino Fazio, Maria Mannone, Patrizia Ribino
3 citations
Frontiers in Applied Mathematics and Statistics
Mental Health and Psychiatry
12.65
article

On disease and healing: a theoretical sketch

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

Abstract

The onset and progression of a neurological disease can often be explained in terms of brain-network alteration. They can be formalized as the action of an operator representing the disease, the so-called K -operator, acting on the network. The healing process can thus be seen as the inverse of the disease mechanism. However, perfect healing is often impossible to achieve. Here, we formalize the ideal healing in terms of perturbative variation of the possible partial healing. The modeling and analytical strategy is based on techniques from theoretical physics, with the language of matrix operators. In addition, using the language of category theory, we also formalize the progressive abstraction from the reality of diseased patients to the definition of a disease and the comparison between different diseases as a natural transformation between colimits. This theoretical presentation can provide a new, interdisciplinary perspective on neurological investigation and possibly foster new theoretical-experimental developments.

Frontiers in Applied Mathematics and StatisticsVol. 10
VSB - Technical University of Ostrava (CZ), Ca' Foscari University of Venice (IT), University of Potsdam (DE), Institute for High Performance Computing and Networking (IT), Potsdam Institute for Climate Impact Research (DE)
European Commission, Ministero dell’Istruzione, dell’Università e della Ricerca
Openalex Percentile: Top 2%
Mental Health and Psychiatry
12.65
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