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Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective

The human brain is a dynamic multiplex of information, both neural (neurotransmitter-to-neuron, involving 1.5×10(15) action potentials per minute) and immunological (cytokine-to-microglia, providing continuous immune surveillance via 1.5×10(10) immunocompetent cells). This conceptualization highligh...

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Detalles Bibliográficos
Autores principales: Oh, Myongin, Weaver, Donald F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950401/
https://www.ncbi.nlm.nih.gov/pubmed/36845437
http://dx.doi.org/10.3389/fnins.2023.1106623
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author Oh, Myongin
Weaver, Donald F.
author_facet Oh, Myongin
Weaver, Donald F.
author_sort Oh, Myongin
collection PubMed
description The human brain is a dynamic multiplex of information, both neural (neurotransmitter-to-neuron, involving 1.5×10(15) action potentials per minute) and immunological (cytokine-to-microglia, providing continuous immune surveillance via 1.5×10(10) immunocompetent cells). This conceptualization highlights the opportunity of exploiting “information” not only in the mechanistic understanding of brain pathology, but also as a potential therapeutic modality. Arising from its parallel yet interconnected proteopathic-immunopathic pathogeneses, Alzheimer’s disease (AD) enables an exploration of the mechanistic and therapeutic contributions of information as a physical process central to brain disease progression. This review first considers the definition of information and its relevance to neurobiology and thermodynamics. Then we focus on the roles of information in AD using its two classical hallmarks. We assess the pathological contributions of β-amyloid peptides to synaptic dysfunction and reconsider this as a source of noise that disrupts information transfer between presynaptic and postsynaptic neurons. Also, we treat the triggers that activate cytokine-microglial brain processes as information-rich three-dimensional patterns, including pathogen-associated molecular patterns and damage-associated molecular patterns. There are structural and functional similarities between neural and immunological information with both fundamentally contributing to brain anatomy and pathology in health and disease. Finally, the role of information as a therapeutic for AD is introduced, particularly cognitive reserve as a prophylactic protective factor and cognitive therapy as a therapeutic contributor to the comprehensive management of ongoing dementia.
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spelling pubmed-99504012023-02-25 Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective Oh, Myongin Weaver, Donald F. Front Neurosci Neuroscience The human brain is a dynamic multiplex of information, both neural (neurotransmitter-to-neuron, involving 1.5×10(15) action potentials per minute) and immunological (cytokine-to-microglia, providing continuous immune surveillance via 1.5×10(10) immunocompetent cells). This conceptualization highlights the opportunity of exploiting “information” not only in the mechanistic understanding of brain pathology, but also as a potential therapeutic modality. Arising from its parallel yet interconnected proteopathic-immunopathic pathogeneses, Alzheimer’s disease (AD) enables an exploration of the mechanistic and therapeutic contributions of information as a physical process central to brain disease progression. This review first considers the definition of information and its relevance to neurobiology and thermodynamics. Then we focus on the roles of information in AD using its two classical hallmarks. We assess the pathological contributions of β-amyloid peptides to synaptic dysfunction and reconsider this as a source of noise that disrupts information transfer between presynaptic and postsynaptic neurons. Also, we treat the triggers that activate cytokine-microglial brain processes as information-rich three-dimensional patterns, including pathogen-associated molecular patterns and damage-associated molecular patterns. There are structural and functional similarities between neural and immunological information with both fundamentally contributing to brain anatomy and pathology in health and disease. Finally, the role of information as a therapeutic for AD is introduced, particularly cognitive reserve as a prophylactic protective factor and cognitive therapy as a therapeutic contributor to the comprehensive management of ongoing dementia. Frontiers Media S.A. 2023-02-10 /pmc/articles/PMC9950401/ /pubmed/36845437 http://dx.doi.org/10.3389/fnins.2023.1106623 Text en Copyright © 2023 Oh and Weaver. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Oh, Myongin
Weaver, Donald F.
Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective
title Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective
title_full Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective
title_fullStr Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective
title_full_unstemmed Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective
title_short Alzheimer’s disease as a fundamental disease of information processing systems: An information theory perspective
title_sort alzheimer’s disease as a fundamental disease of information processing systems: an information theory perspective
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950401/
https://www.ncbi.nlm.nih.gov/pubmed/36845437
http://dx.doi.org/10.3389/fnins.2023.1106623
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