The digital twin in neuroscience: from theory to tailored therapy.
digital twin
network neuroscience
philosophy
plasticity
simulation
theory
translational medicine
tumor
Journal
Frontiers in neuroscience
ISSN: 1662-4548
Titre abrégé: Front Neurosci
Pays: Switzerland
ID NLM: 101478481
Informations de publication
Date de publication:
2024
2024
Historique:
received:
25
06
2024
accepted:
30
08
2024
medline:
8
10
2024
pubmed:
8
10
2024
entrez:
8
10
2024
Statut:
epublish
Résumé
Digital twins enable simulation, comprehensive analysis and predictions, as virtual representations of physical systems. They are also finding increasing interest and application in the healthcare sector, with a particular focus on digital twins of the brain. We discuss how digital twins in neuroscience enable the modeling of brain functions and pathology as they offer an in-silico approach to studying the brain and illustrating the complex relationships between brain network dynamics and related functions. To showcase the capabilities of digital twinning in neuroscience we demonstrate how the impact of brain tumors on the brain's physical structures and functioning can be modeled in relation to the philosophical concept of plasticity. Against this technically derived backdrop, which assumes that the brain's nonlinear behavior toward improvement and repair can be modeled and predicted based on MRI data, we further explore the philosophical insights of Catherine Malabou. Malabou emphasizes the brain's dual capacity for adaptive and destructive plasticity. We will discuss in how far Malabou's ideas provide a more holistic theoretical framework for understanding how digital twins can model the brain's response to injury and pathology, embracing Malabou's concept of both adaptive and destructive plasticity which provides a framework to address such yet incomputable aspects of neuroscience and the sometimes seemingly unfavorable dynamics of neuroplasticity helping to bridge the gap between theoretical research and clinical practice.
Identifiants
pubmed: 39376542
doi: 10.3389/fnins.2024.1454856
pmc: PMC11457707
doi:
Types de publication
Journal Article
Langues
eng
Pagination
1454856Informations de copyright
Copyright © 2024 Fekonja, Schenk, Schröder, Tomasello, Tomšič and Picht.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.