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Anxiety and depression: A top-down, bottom-up model of circuit function

A functional interplay of bottom-up and top-down processing allows an individual to appropriately respond to the dynamic environment around them. These processing modalities can be represented as attractor states using a dynamical systems model of the brain. The transition probability to move from o...

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Detalles Bibliográficos
Autores principales: LeDuke, Deryn O., Borio, Matilde, Miranda, Raymundo, Tye, Kay M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10695657/
https://www.ncbi.nlm.nih.gov/pubmed/37129246
http://dx.doi.org/10.1111/nyas.14997
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author LeDuke, Deryn O.
Borio, Matilde
Miranda, Raymundo
Tye, Kay M.
author_facet LeDuke, Deryn O.
Borio, Matilde
Miranda, Raymundo
Tye, Kay M.
author_sort LeDuke, Deryn O.
collection PubMed
description A functional interplay of bottom-up and top-down processing allows an individual to appropriately respond to the dynamic environment around them. These processing modalities can be represented as attractor states using a dynamical systems model of the brain. The transition probability to move from one attractor state to another is dependent on the stability, depth, neuromodulatory tone, and tonic changes in plasticity. However, how does the relationship between these states change in disease states, such as anxiety or depression? We describe bottom-up and top-down processing from Marr’s computational-algorithmic-implementation perspective to understand depressive and anxious disease states. We illustrate examples of bottom-up processing as basolateral amygdala signaling and projections and top-down processing as medial prefrontal cortex internal signaling and projections. Understanding these internal processing dynamics can help us better model the multifaceted elements of anxiety and depression.
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spelling pubmed-106956572023-12-04 Anxiety and depression: A top-down, bottom-up model of circuit function LeDuke, Deryn O. Borio, Matilde Miranda, Raymundo Tye, Kay M. Ann N Y Acad Sci Article A functional interplay of bottom-up and top-down processing allows an individual to appropriately respond to the dynamic environment around them. These processing modalities can be represented as attractor states using a dynamical systems model of the brain. The transition probability to move from one attractor state to another is dependent on the stability, depth, neuromodulatory tone, and tonic changes in plasticity. However, how does the relationship between these states change in disease states, such as anxiety or depression? We describe bottom-up and top-down processing from Marr’s computational-algorithmic-implementation perspective to understand depressive and anxious disease states. We illustrate examples of bottom-up processing as basolateral amygdala signaling and projections and top-down processing as medial prefrontal cortex internal signaling and projections. Understanding these internal processing dynamics can help us better model the multifaceted elements of anxiety and depression. 2023-07 2023-05-02 /pmc/articles/PMC10695657/ /pubmed/37129246 http://dx.doi.org/10.1111/nyas.14997 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the Creative Commons Attribution (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
LeDuke, Deryn O.
Borio, Matilde
Miranda, Raymundo
Tye, Kay M.
Anxiety and depression: A top-down, bottom-up model of circuit function
title Anxiety and depression: A top-down, bottom-up model of circuit function
title_full Anxiety and depression: A top-down, bottom-up model of circuit function
title_fullStr Anxiety and depression: A top-down, bottom-up model of circuit function
title_full_unstemmed Anxiety and depression: A top-down, bottom-up model of circuit function
title_short Anxiety and depression: A top-down, bottom-up model of circuit function
title_sort anxiety and depression: a top-down, bottom-up model of circuit function
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10695657/
https://www.ncbi.nlm.nih.gov/pubmed/37129246
http://dx.doi.org/10.1111/nyas.14997
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