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Early adversity changes the economic conditions of mouse structural brain network organization

Early adversity can change educational, cognitive, and mental health outcomes. However, the neural processes through which early adversity exerts these effects remain largely unknown. We used generative network modeling of the mouse connectome to test whether unpredictable postnatal stress shifts th...

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Autores principales: Carozza, Sofia, Holmes, Joni, Vértes, Petra E., Bullmore, Ed, Arefin, Tanzil M., Pugliese, Alexa, Zhang, Jiangyang, Kaffman, Arie, Akarca, Danyal, Astle, Duncan E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505050/
https://www.ncbi.nlm.nih.gov/pubmed/37607894
http://dx.doi.org/10.1002/dev.22405
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author Carozza, Sofia
Holmes, Joni
Vértes, Petra E.
Bullmore, Ed
Arefin, Tanzil M.
Pugliese, Alexa
Zhang, Jiangyang
Kaffman, Arie
Akarca, Danyal
Astle, Duncan E.
author_facet Carozza, Sofia
Holmes, Joni
Vértes, Petra E.
Bullmore, Ed
Arefin, Tanzil M.
Pugliese, Alexa
Zhang, Jiangyang
Kaffman, Arie
Akarca, Danyal
Astle, Duncan E.
author_sort Carozza, Sofia
collection PubMed
description Early adversity can change educational, cognitive, and mental health outcomes. However, the neural processes through which early adversity exerts these effects remain largely unknown. We used generative network modeling of the mouse connectome to test whether unpredictable postnatal stress shifts the constraints that govern the organization of the structural connectome. A model that trades off the wiring cost of long-distance connections with topological homophily (i.e., links between regions with shared neighbors) generated simulations that successfully replicate the rodent connectome. The imposition of early life adversity shifted the best-performing parameter combinations toward zero, heightening the stochastic nature of the generative process. Put simply, unpredictable postnatal stress changes the economic constraints that reproduce rodent connectome organization, introducing greater randomness into the development of the simulations. While this change may constrain the development of cognitive abilities, it could also reflect an adaptive mechanism that facilitates effective responses to future challenges.
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spelling pubmed-105050502023-09-16 Early adversity changes the economic conditions of mouse structural brain network organization Carozza, Sofia Holmes, Joni Vértes, Petra E. Bullmore, Ed Arefin, Tanzil M. Pugliese, Alexa Zhang, Jiangyang Kaffman, Arie Akarca, Danyal Astle, Duncan E. Dev Psychobiol Article Early adversity can change educational, cognitive, and mental health outcomes. However, the neural processes through which early adversity exerts these effects remain largely unknown. We used generative network modeling of the mouse connectome to test whether unpredictable postnatal stress shifts the constraints that govern the organization of the structural connectome. A model that trades off the wiring cost of long-distance connections with topological homophily (i.e., links between regions with shared neighbors) generated simulations that successfully replicate the rodent connectome. The imposition of early life adversity shifted the best-performing parameter combinations toward zero, heightening the stochastic nature of the generative process. Put simply, unpredictable postnatal stress changes the economic constraints that reproduce rodent connectome organization, introducing greater randomness into the development of the simulations. While this change may constrain the development of cognitive abilities, it could also reflect an adaptive mechanism that facilitates effective responses to future challenges. 2023-09 /pmc/articles/PMC10505050/ /pubmed/37607894 http://dx.doi.org/10.1002/dev.22405 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 and is not used for commercial purposes.
spellingShingle Article
Carozza, Sofia
Holmes, Joni
Vértes, Petra E.
Bullmore, Ed
Arefin, Tanzil M.
Pugliese, Alexa
Zhang, Jiangyang
Kaffman, Arie
Akarca, Danyal
Astle, Duncan E.
Early adversity changes the economic conditions of mouse structural brain network organization
title Early adversity changes the economic conditions of mouse structural brain network organization
title_full Early adversity changes the economic conditions of mouse structural brain network organization
title_fullStr Early adversity changes the economic conditions of mouse structural brain network organization
title_full_unstemmed Early adversity changes the economic conditions of mouse structural brain network organization
title_short Early adversity changes the economic conditions of mouse structural brain network organization
title_sort early adversity changes the economic conditions of mouse structural brain network organization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505050/
https://www.ncbi.nlm.nih.gov/pubmed/37607894
http://dx.doi.org/10.1002/dev.22405
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